Faouzi Alaya Cheikh
About
Faouzi Alaya Cheikh is a Professor of computer science at NTNU.
Research Group: Software, Data, and Digital Ecosystems (SDDE)
Background
- BSc (Electronics) from the department of electrical engineering from ENIT, Tunisia, 1992
- MSc (Signal Processing) from the Department of Information Technology, TUT, 1997
- Dr. Tech. (Signal Processing) from the Department of Information Technology, TUT, 2004
- Worked as Associate Professor at Gjøvik University College, 2006–2015
- Worked as researcher at TUT, 1994-2006
- Worked as Electronics engineer at Société Tunisienne de l´Éléctricité et du Gaz, Sousse, Tunisia 1992-1993
Research Interests
His research interests include e-Learning, 3D imaging, image and video processing and analysis, video-surveillance, behaviour analysis, biometrics, video-guided intervention, image guided navigation and content-based retrieval. He is member of the Research Group: Software, Data, and Digital Ecosystems (SDDE).
Projects
Publications
2023
-
Bouzidi, Mohammed;
Amro, Ahmed Walid;
Dalveren, Yaser;
Alaya Cheikh, Faouzi;
Derawi, Mohammad.
(2023)
LPWAN Cyber Security Risk Analysis: Building a Secure IQRF Solution.
Sensors.
volum 23 (4).
Academic article
-
Hijji, Mohammad;
Khan, Abbas;
M. Alwakeel, Mohammad;
Harrabi, Rafika;
Aradah, Fahad;
Alaya Cheikh, Faouzi;
Sajjad, Muhammad;
Khan, Muhammad (SKKU).
(2023)
Intelligent Image Super-Resolution for Vehicle License Plate in Surveillance Applications.
Mathematics.
volum 11 (4).
Academic article
-
Hijji, Mohammad;
Yar, Hikmat;
Ullah, Fath U Min;
Alwakeel, Mohammed M.;
Harrabi, Rafika;
Aradah, Fahad;
Alaya Cheikh, Faouzi;
Muhammad, Khan;
Sajjad, Muhammad.
(2023)
FADS: An Intelligent Fatigue and Age Detection System.
Mathematics.
volum 11 (5).
Academic article
-
Sajjad, Muhammad;
U Min Ullah, Fathu;
Ullah, Mohib;
Christodoulou, Georgia;
Alaya Cheikh, Faouzi;
Khan, Muhammad (SKKU).
(2023)
A comprehensive survey on deep facial expression recognition: challenges, applications, and future guidelines.
Alexandria Engineering Journal.
volum 68.
Academic article
2022
-
Afridi, Hina;
Ullah, Mohib;
Nordbø, Øyvind;
Alaya Cheikh, Faouzi;
Larsgard, Anne Guro.
(2022)
Optimized Deep-Learning-Based Method for Cattle Udder Traits Classification.
Mathematics.
volum 10 (17).
Academic article
-
Bouzidi, Mohammed;
Gupta, Nishu;
Alaya Cheikh, Faouzi;
Shalaginov, Andrii;
Derawi, Mohammad.
(2022)
A Novel Architectural Framework on IoT Ecosystem, Security Aspects and Mechanisms: A Comprehensive Survey.
IEEE Access.
volum 10.
Academic article
-
Bouzidi, Mohammed;
Gupta, Nishu;
Dalveren, Yaser;
Mohamed, Marshed Kassim;
Alaya Cheikh, Faouzi;
Derawi, Mohammad.
(2022)
Indoor Propagation Analysis of IQRF Technology for Smart Building Applications.
Electronics.
volum 11 (23).
Academic article
-
Bouzidi, Mohammed;
Mohamed, Marshed Kassim;
Dalveren, Yaser;
Moldsvor, Arild;
Alaya Cheikh, Faouzi;
Derawi, Mohammad.
(2022)
Propagation Measurements for IQRF Network in an Urban Environment.
Sensors.
volum 22 (18).
Academic article
-
Khan, Zohaib Amjad;
Beghdadi, Azeddine;
Kaaniche, Mounir;
Alaya Cheikh, Faouzi;
Gharbi, Osama.
(2022)
A neural network based framework for effective laparoscopic video quality assessment.
Computerized Medical Imaging and Graphics.
volum 101.
Academic article
-
Sendjasni, Abderrezzaq;
Larabi, Mohamed-Chaker;
Alaya Cheikh, Faouzi.
(2022)
Convolutional Neural Networks for Omnidirectional Image Quality Assessment: A Benchmark.
IEEE transactions on circuits and systems for video technology (Print).
volum 32 (11).
Academic article
-
Survarachakan, Shanmugapriya;
Prasad, Pravda Jith Ray;
Naseem, Rabia;
Perez de Frutos, Javier;
Kumar, Rahul Prasanna;
Langø, Thomas;
Alaya Cheikh, Faouzi;
Elle, Ole Jakob;
Lindseth, Frank.
(2022)
Deep learning for image-based liver analysis — A comprehensive review focusing on malignant lesions.
Artificial Intelligence in Medicine.
volum 130.
Academic literature review
-
Ul Amin, Sareer;
Ullah, Mohib;
Sajjad, Muhammad;
Alaya Cheikh, Faouzi;
Hijji, Mohammad;
Hijji, Abdulrahman;
Khan, Muhammad (SKKU).
(2022)
EADN: An Efficient Deep Learning Model for Anomaly Detection in Videos.
Mathematics.
volum 10 (9).
Academic article
-
Li, Ningyang;
Wang, Zhaohui;
Alaya Cheikh, Faouzi;
Ullah, Mohib.
(2022)
S<sup>3</sup>AM: A Spectral-Similarity-Based Spatial Attention Module for Hyperspectral Image Classification.
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.
volum 15.
Academic article
2021
-
Irfan, Muhammad;
Muhammad, Khan;
Sajjad, Muhammad;
Malik, Khalid;
Alaya Cheikh, Faouzi;
Rodrigues, Joel J.P.C.;
Albuquerque, Victor Hugo C. de.
(2021)
Deepview: Deep-Learning-Based Users Field of View Selection in 360° Videos for Industrial Environments.
IEEE Internet of Things Journal.
volum 10 (4).
Academic article
-
Naseem, Rabia;
Alaya Cheikh, Faouzi;
Beghdadi, Azeddine;
Muhammad, Khan;
Sajjad, Muhammad.
(2021)
Cross-modal guidance assisted hierarchical learning based siamese network for mr image denoising.
Electronics.
volum 10 (22).
Academic article
-
Naseem, Rabia;
Khan, Zohaib Amjad;
Satpute, Nitin;
Beghdadi, Azeddine;
Alaya Cheikh, Faouzi;
Olivares, Joaquin.
(2021)
Cross-Modality Guided Contrast Enhancement for Improved Liver Tumor Image Segmentation.
IEEE Access.
volum 9.
Academic article
-
Shagdar, Zolbayar;
Ullah, Mohib;
Ullah, Habib;
Alaya Cheikh, Faouzi.
(2021)
Geometric Deep Learning for Multi-Object Tracking: A Brief Review.
European Workshop on Visual Information Processing.
Academic article
2020
-
Bouzidi, Mohammed;
Dalveren, Yaser;
Alaya Cheikh, Faouzi;
Derawi, Mohammad.
(2020)
Use of the IQRF Technology in Internet-of-Things-Based Smart Cities.
IEEE Access.
Academic article
-
Derawi, Mohammad;
Dalveren, Yaser;
Alaya Cheikh, Faouzi.
(2020)
Internet-of-Things-Based Smart Transportation Systems for Safer Roads.
2020 IEEE 6th World Forum on Internet of Things (WF-IoT).
Academic article
-
Khan, Sultan Daud;
Altamimi, Ahmed Bder;
Ullah, Mohib;
Ullah, Habib;
Alaya Cheikh, Faouzi.
(2020)
TCM: Temporal Consistency Model for Head Detection in Complex Videos.
Journal of Sensors.
Academic article
-
Khan, Zohaib Amjad;
Beghdadi, Azeddine;
Alaya Cheikh, Faouzi;
Kaaniche, Mounir;
Pelanis, Egidijus;
Palomar, Rafael;
Fretland, Åsmund Avdem;
Edwin, Bjørn;
Elle, Ole Jacob.
(2020)
Towards a video quality assessment based framework for enhancement of laparoscopic videos.
Progress in Biomedical Optics and Imaging.
volum 11316.
Academic article
-
Mohammed, Ahmed Kedir;
Wang, Congcong;
Zhao, Meng;
Ullah, Mohib;
Naseem, Rabia;
Wang, Hao;
Pedersen, Marius;
Alaya Cheikh, Faouzi.
(2020)
Semi-supervised Network for Detection of COVID-19 in Chest CT Scans.
IEEE Access.
volum 8.
Academic article
-
Satpute, Nitin;
Naseem, Rabia;
Palomar, Rafael;
Zachariadis, Orestis;
Gómez-Luna, Juan;
Alaya Cheikh, Faouzi;
Olivares, Joaquín.
(2020)
Fast parallel vessel segmentation.
Computer Methods and Programs in Biomedicine.
volum 192.
Academic article
-
Satpute, Nitin;
Naseem, Rabia;
Pelanis, Egidijus;
Gomez-Luna, Juan;
Alaya Cheikh, Faouzi;
Elle, Ole Jacob;
Olivares, Joaquín.
(2020)
GPU acceleration of liver enhancement for tumor segmentation.
Computer Methods and Programs in Biomedicine.
volum 184.
Academic article
-
Sendjasni, Abderrezzaq;
Larabi, Mohamed-Chaker;
Alaya Cheikh, Faouzi.
(2020)
On the improvement of 2D quality assessment metrics for omnidirectional images.
IS&T International Symposium on Electronic Imaging Science and Technology.
volum 2020 (9).
Academic article
-
Wang, Congcong;
Alaya Cheikh, Faouzi;
Beghdadi, Azeddine;
Elle, Ole Jacob.
(2020)
Adaptive context encoding module for semantic segmentation.
IS&T International Symposium on Electronic Imaging Science and Technology.
volum 2020 (10).
Academic article
2019
-
Fan, Yu;
Larabi, Mohamed-Chaker;
Alaya Cheikh, Faouzi.
(2019)
Blind Stereopair Quality Assessment Using Statistics of Monocular and Binocular Image Structures.
Proceedings of IEEE International Conference on Image Processing.
volum 2019-September.
Academic article
-
Fan, Yu;
Larabi, Mohamed-Chaker;
Alaya Cheikh, Faouzi;
Fernandez-Maloigne, Christine.
(2019)
A survey of stereoscopic 3D just noticeable difference models.
IEEE Access.
volum 7.
Academic article
-
Fan, Yu;
Larabi, Mohamed-Chaker;
Alaya Cheikh, Faouzi;
Fernandez-Maloigne, Christine.
(2019)
Just Noticeable Difference Model for Asymmetrically Distorted Stereoscopic Images.
Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing.
volum 2019-May.
Academic article
-
Ge, Junfeng;
Cheng, Xin;
Gui, Kang;
Zhang, Wei;
Alaya Cheikh, Faouzi;
Ye, Lin.
(2019)
Oblique end face coupling optical fiber sensor for point fuel level measurement.
Sensors and Actuators A-Physical.
volum 297.
Academic article
-
Ge, Junfeng;
Cheng, Xin;
Zhao, Chengrui;
Gui, Kang;
Zhang, Wei;
Alaya Cheikh, Faouzi;
Ye, Lin.
(2019)
Reflected light intensity-modulated continuous liquid level sensor based on oblique end face coupling optical fibers.
IEEE Sensors Journal.
Academic article
-
Gui, Kang;
Ye, Lin;
Ge, Junfeng;
Alaya Cheikh, Faouzi;
Huang, Lizhen.
(2019)
Road surface condition detection utilizing resonance frequency and optical technologies.
Sensors and Actuators A-Physical.
volum 297.
Academic article
-
Kanwal, Saira;
Uzair, Muhammad;
Ullah, Habib;
Khan, Sultan Daud;
Ullah, Mohib;
Alaya Cheikh, Faouzi.
(2019)
An Image Based Prediction Model for Sleep Stage Identification.
Proceedings of IEEE International Conference on Image Processing.
volum 2019-September.
Academic article
-
Khan, Sultan Daud;
Ullah, Habib;
Uzair, Mohammad;
Ullah, Mohib;
Ullah, Rehan;
Alaya Cheikh, Faouzi.
(2019)
Disam: Density Independent and Scale Aware Model for Crowd Counting and Localization.
Proceedings of IEEE International Conference on Image Processing.
volum 2019-September.
Academic article
-
Naseem, Rabia;
Alaya Cheikh, Faouzi;
Beghdadi, Azeddine;
Elle, Ole Jacob;
Lindseth, Frank.
(2019)
Cross modality guided liver image enhancement of CT using MRI.
European Workshop on Visual Information Processing.
volum 2019-October:8946196.
Academic article
-
Sdiri, Bilel;
Kaaniche, Mounir;
Alaya Cheikh, Faouzi;
Beghdadi, Azeddine;
Elle, Ole Jacob.
(2019)
Efficient enhancement of stereo endoscopic images based on joint wavelet decomposition and binocular combination.
IEEE Transactions on Medical Imaging.
volum 38 (1).
Academic article
-
Ullah, Habib;
Khan, Sultan Daud;
Ullah, Mohib;
Uzair, Muhammad;
Alaya Cheikh, Faouzi.
(2019)
Two stream model for crowd video classification.
European Workshop on Visual Information Processing.
volum 2019-October.
Academic article
-
Ullah, Habib;
Muhammad, Uzair;
Mahmood, Arif;
Ullah, Mohib;
Khan, Sultan Daud;
Alaya Cheikh, Faouzi.
(2019)
Internal Emotion Classification Using EEG Signal With Sparse Discriminative Ensemble.
IEEE Access.
volum 7.
Academic article
-
Ullah, Mohib;
Ullah, Habib;
Khan, Sultan Daud;
Alaya Cheikh, Faouzi.
(2019)
Stacked Lstm Network for Human Activity Recognition Using Smartphone Data.
European Workshop on Visual Information Processing.
volum 2019-October.
Academic article
-
Wang, Congcong;
Mohammed, Ahmed Kedir;
Alaya Cheikh, Faouzi;
Beghdadi, Azeddine;
Elle, Ole Jacob.
(2019)
Multiscale deep desmoking for laparoscopic surgery.
Progress in Biomedical Optics and Imaging.
volum 10949:109491Y.
Academic article
2018
-
Alaya Cheikh, Faouzi.
(2018)
Efficient Enhancement of Stereo Endoscopic Images Based on Joint Wavelet Decomposition and Binocular Combination.
IEEE Transactions on Medical Imaging.
volum 38 (1).
Academic article
-
Bolkar, Sabri;
Wang, Congcong;
Alaya Cheikh, Faouzi;
Yildirim Yayilgan, Sule.
(2018)
Deep Smoke Removal from Minimally Invasive Surgery Videos.
Proceedings of IEEE International Conference on Image Processing.
Academic article
-
Teatini, Andrea;
Wang, Congcong;
Palomar, Rafael;
Alaya Cheikh, Faouzi;
Beghdadi, Azeddine;
Edwin, Bjørn;
Elle, Ole Jacob.
(2018)
Validation of stereo vision based liver surface reconstruction for image guided surgery.
2018 Colour and Visual Computing Symposium (CVCS); 19th and 20th September, 2018, Gjøvik, Norway.
Academic chapter/article/Conference paper
-
Ullah, Mohib;
Mohammed, Ahmed Kedir;
Alaya Cheikh, Faouzi.
(2018)
PedNet: A Spatio-Temporal Deep Convolutional Neural Network for Pedestrian Segmentation.
Journal of Imaging.
volum 4 (9).
Academic article
-
Ullah, Mohib;
Mohammed, Ahmed Kedir;
Alaya Cheikh, Faouzi;
Wang, Zhaohui.
(2018)
A hierarchical feature model for multi-target tracking.
Proceedings of IEEE International Conference on Image Processing.
Academic article
-
Wang, Congcong;
Alaya Cheikh, Faouzi;
Kaaniche, Mounir;
Beghdadi, Azeddine;
Elle, Ole Jacob.
(2018)
Variational based smoke removal in laparoscopic images.
Biomedical engineering online.
volum 17:139.
Academic article
-
Wang, Congcong;
Alaya Cheikh, Faouzi;
Kaaniche, Mounir;
Elle, Ole Jacob.
(2018)
Liver surface reconstruction for image guided surgery.
Progress in Biomedical Optics and Imaging.
volum 1057:105762H6.
Academic article
-
Wang, Congcong;
Sharma, Vivek;
Fan, Yu;
Alaya Cheikh, Faouzi;
Beghdadi, Azeddine;
Elle, Ole Jacob;
Stiefelhagen, Rainer.
(2018)
Can image enhancement be beneficial to find smoke images in laparoscopic surgery?.
Color and Imaging Conference (CIC).
volum 2018-November.
Academic article
2017
-
Fan, Yu;
Larabi, Mohamed-Chaker;
Alaya Cheikh, Faouzi;
Fernandez-Maloigne, Christine.
(2017)
Stereoscopic image quality assessment based on the binocular properties of the human visual system.
2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
Academic chapter/article/Conference paper
-
Hachicha, Walid;
Kaaniche, Mounir;
Beghdadi, Azeddine;
Alaya Cheikh, Faouzi.
(2017)
No-reference stereo image quality assessment based on joint wavelet decomposition and statistical models.
Signal processing. Image communication.
volum 54.
Academic article
-
Mohammed, Ahmed Kedir;
Yildirim, Sule;
Pedersen, Marius;
Hovde, Øistein;
Alaya Cheikh, Faouzi.
(2017)
Sparse coded handcrafted and deep features for colon capsule video summarization.
Computer-Based Medical Systems.
volum 2017-June.
Academic article
-
Mohammed, Ahmed Kedir;
Yildirim, Sule;
Pedersen, Marius;
Hovde, Øistein;
Alaya Cheikh, Faouzi.
(2017)
Sparse coded handcrafted and deep features for colon capsule video summarization.
Computer-Based Medical Systems (CBMS), 2017 IEEE 30th International Symposium on.
Academic chapter/article/Conference paper
-
Palomar, Rafael;
Alaya Cheikh, Faouzi;
Edwin, Bjørn;
Fretland, Åsmund Avdem;
Beghdadi, Azeddine;
Elle, Ole Jakob.
(2017)
A novel method for planning liver resections using deformable Bezier surfaces and distance maps.
Computer Methods and Programs in Biomedicine.
volum 144.
Academic article
-
Palomar, Rafael;
Gómez-Luna, Juan;
Alaya Cheikh, Faouzi;
Olivares-Bueno, Joaquín;
Elle, Ole Jakob.
(2017)
High-Performance Computation of Bézier Surfaces on Parallel and Heterogeneous Platforms.
International journal of parallel programming.
Academic article
-
Ramachandra, Raghavendra;
Bylappa Raja, Kiran;
Venkatesh, Sushma Krupa;
Alaya Cheikh, Faouzi;
Busch, Christoph.
(2017)
On the Vulnerability of Extended Multispectral Face Recognition Systems Towards Presentation Attacks.
2017 IEEE International Conference on Identity, Security and Behavior Analysis (ISBA).
Academic chapter/article/Conference paper
2016
-
Fan, Yu;
Larabi, Mohamed-Chaker;
Alaya Cheikh, Faouzi;
Fernandez-Maloigne, Christine.
(2016)
On the performance of 3D just noticeable difference models.
2016 IEEE International Conference on Image Processing(ICIP)-Proceedings.
Academic chapter/article/Conference paper
-
Imran, Ali Shariq;
Alaya Cheikh, Faouzi;
Kowalski, Stewart James.
(2016)
Automatic annotation of lecture videos for multimedia driven pedagogical platforms.
Knowledge Management & E-Learning: An International Journal.
volum 8 (4).
Academic article
-
Liu, Xinwei;
Pedersen, Marius;
Charrier, Christophe;
Alaya Cheikh, Faouzi;
Bours, Patrick.
(2016)
An improved 3-step contactless fingerprint image enhancement approach for minutiae detection.
2016 6th European Workshop on Visual Information Processing (EUVIP).
Academic chapter/article/Conference paper
-
Palomar, Rafael;
Alaya Cheikh, Faouzi;
Beghdadi, Azeddine;
Elle, Ole Jakob.
(2016)
Intra-operative modeling of the left Atrium: A simulation approach using poisson surface reconstruction.
Lecture Notes in Computer Science (LNCS).
volum 9805.
Academic article
-
Palomar, Rafael;
Alaya Cheikh, Faouzi;
Edwin, Bjørn;
Beghdadhi, Azeddine;
Elle, Ole Jakob.
(2016)
Surface reconstruction for planning and navigation of liver resections.
Computerized Medical Imaging and Graphics.
volum 53.
Academic article
-
Qureshi, Muhammad Ali;
Beghdadi, Azeddine;
Sdiri, Bilel;
Deriche, Mohamed;
Alaya Cheikh, Faouzi.
(2016)
A comprehensive performance evaluation of objective quality metrics for contrast enhancement techniques.
2016 6th European Workshop on Visual Information Processing (EUVIP).
Academic chapter/article/Conference paper
-
Ullah, Mohib;
Alaya Cheikh, Faouzi;
Imran, Ali Shariq.
(2016)
HoG Based Real-Time Multi-Target Tracking in Bayesian Framework.
2016 13th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS).
Academic chapter/article/Conference paper
2015
-
Bylappa Raja, Kiran;
Raghavendra, Rachamandra;
Alaya Cheikh, Faouzi;
Busch, Christoph.
(2015)
Evaluation of Fusion Approaches for Face Recognition using Light Field Cameras.
2015 Colour and Visual Computing Symposium (CVCS).
Academic chapter/article/Conference paper
-
Gueye, Limamou;
Yildirim, Sule;
Alaya Cheikh, Faouzi;
Balasingham, Ilangko.
(2015)
Automatic detection of colonoscopic anomalies using capsule endoscopy.
IEEE International Conference on Image Processing (ICIP), Proceedings, 27-30 September 2015,Quebec city, Canada.
Academic chapter/article/Conference paper
-
Guraya, Fahad Fazal Elahi;
Alaya Cheikh, Faouzi.
(2015)
Neural networks based visual attention model for surveillance videos.
Neurocomputing.
volum 149 (Part C).
Academic article
-
Hachicha, Walid;
Kaaniche, Mounir;
Beghdadi, Azeddine;
Alaya Cheikh, Faouzi.
(2015)
Efficient inter-view bit allocation methods for stereo image coding.
IEEE transactions on multimedia.
volum 17 (6).
Academic article
-
Sdiri, Bilel;
Alaya Cheikh, Faouzi;
Dragusha, Kushtrim;
Beghdadi, Azeddine.
(2015)
Comparative study of endoscopic image enhancement techniques.
2015 Colour and Visual Computing Symposium (CVCS).
Academic chapter/article/Conference paper
2014
-
Wang, Congcong;
Palomar, Rafael;
Alaya Cheikh, Faouzi.
(2014)
Stereo Video Analysis For Instrument Tracking In Laparoscopic Surgery.
5th European Workshop on Visual Information Processing (EUVIP); Desember 10-12, 2014, Paris, France.
Academic chapter/article/Conference paper
-
Hachicha, Walid;
Kaaniche, Mounir;
Beghdadi, Azeddine;
Alaya Cheikh, Faouzi.
(2014)
Optimized Residual Image For Stereo Image Coding.
5th European Workshop on Visual Information Processing (EUVIP); Desember 10-12, 2014, Paris, France.
Academic chapter/article/Conference paper
-
Imran, Ali Shariq;
Alaya Cheikh, Faouzi;
Kowalski, Stewart.
(2014)
Media annotations in hyperlinked pedagogical platforms.
International Conference on Web & Open Access to Learning, ICWOAL, 2014.
Academic chapter/article/Conference paper
-
Imran, Ali Shariq;
Rahadianti, Laksmita;
Alaya Cheikh, Faouzi;
Yildirim, Sule.
(2014)
Objective Keyword Selection For Lecture Video Annotation.
5th European Workshop on Visual Information Processing (EUVIP); Desember 10-12, 2014, Paris, France.
Academic chapter/article/Conference paper
-
Imran, Ali Shariq;
Siakidis, Christos;
Alaya Cheikh, Faouzi;
Kowalski, Stewart.
(2014)
3-Dimensional Tag Clouds for Multimedia Driven Pedagogical Platforms.
World Congress on Computer Applications and Information Systems (WCCAIS), 2014.
Academic chapter/article/Conference paper
2013
-
Bylappa Raja, Kiran;
Raghavendra, Rachamandra;
Alaya Cheikh, Faouzi;
Yang, Bian;
Busch, Christoph.
(2013)
Robust iris recognition using light-field camera.
2013 Colour and Visual Computing Symposium (CVCS), 5th and 6th September, 2013, Gjøvik, Norway.
Academic chapter/article/Conference paper
-
Alaya Cheikh, Faouzi.
(2013)
4th European Workshop on Visual Information Processing (EUVIP); June 10-12, 2013, Paris, France.
IEEE conference proceedings. 2013. ISBN 978-82-93269-13-7.
Academic anthology/Conference proceedings
-
Hachicha, Walid;
Beghdadi, Azeddine;
Alaya Cheikh, Faouzi.
(2013)
Stereo image quality assessment using a binocular just noticable difference model.
IEEE Proceedings of International Conference on Image Processing (ICIP), 15-18 Sep 18, 2013; Melbourne, Australia.
Academic chapter/article/Conference paper
-
Imran, Ali Shariq;
Rahadianti, Laksmita;
Alaya Cheikh, Faouzi;
Yayilgan, Sule Yildirim.
(2013)
Semantic Keyword Selection for Automatic Video Annotation.
International Conference on Signal-Image Technology and Internet-Based Systems SITIS 2013; 2–5 December 2013; Kyoto, Japan.
Academic chapter/article/Conference paper
2012
-
Alaya Cheikh, Faouzi;
Saha, Sajib;
Rudakova, Victoria;
Wang, Peng.
(2012)
Multipeople tracking across multiple cameras.
International Journal of New Computer Architectures and their Applications (IJNCAA).
volum 2 (1).
Academic article
-
Guraya, Fahad Fazal Elahi;
Medina, Victor;
Alaya Cheikh, Faouzi.
(2012)
Visual attention based surveillance videos compression.
Twentieth Color and Imaging Conference: Color Science and Engineering Systems, Technologies, and Applications. Final program and proceedings. November 12-16, 2012; Los Angeles, California.
Academic chapter/article/Conference paper
-
Hachicha, Walid;
Beghdadi, Azeddine;
Alaya Cheikh, Faouzi.
(2012)
Combining Depth Information and Local Edge Detection for Stereo Image Enhancement.
European Signal Processing Conference.
Academic article
-
Imran, Ali Shariq;
Alaya Cheikh, Faouzi.
(2012)
Lecture content classification tool.
5th International Symposium on Communications Control and Signal Processing (ISCCSP), 2012; May 2-4, 2012, Rome, Italy.
Academic chapter/article/Conference paper
-
Imran, Ali Shariq;
Alaya Cheikh, Faouzi.
(2012)
Multimedia Learning Objects Framework for E-Learning.
ICEEE 2012, International Conference on e-Learning and e-Technologies in Education; Technical University of Lodz, Poland, Sept. 24-26, 2012.
Academic chapter/article/Conference paper
-
Imran, Ali Shariq;
Chanda, Sukalpa;
Alaya Cheikh, Faouzi;
Franke, Katrin;
Pal, Umapada.
(2012)
Cursive Handwritten Segmentation and Recognition for Instructional Videos.
SITIS 2012, The 8th International Conference on Signal Image Technology and Internet Based Systems; 25-29, November 2012, Sorrento - Naples, Italy.
Academic chapter/article/Conference paper
-
Imran, Ali Shariq;
Moreno, Alejandro;
Alaya Cheikh, Faouzi.
(2012)
Exploiting Visual Cues in Non-Scripted Lecture Videos for Multi-modal Action Recognition.
SITIS 2012, The 8th International Conference on Signal Image Technology and Internet Based Systems; 25-29, November 2012, Sorrento - Naples, Italy.
Academic chapter/article/Conference paper
-
Imran, Ali Shariq;
Rahadianti, Laksmita;
Alaya Cheikh, Faouzi;
Yayilgan, Sule Yildirim.
(2012)
Semantic Tags for Lecture Videos.
The Sixth IEEE International Conference on Semantic Computing, ICSC 2012; September 19th-21st, 2012, Palermo, Italy.
Academic chapter/article/Conference paper
-
Torres Ochoa, Victor Manuel;
Yayilgan, Sule Yildirim;
Alaya Cheikh, Faouzi.
(2012)
Adult video content detection using Machine Learning Techniques.
SITIS 2012, The 8th International Conference on Signal Image Technology and Internet Based Systems; 25-29, November 2012, Sorrento - Naples, Italy.
Academic chapter/article/Conference paper
2011
-
Derawi, Mohammad;
Ali, Hazem Othman;
Alaya Cheikh, Faouzi.
(2011)
Gait Recognition using Time-of-Flight Sensor.
BIOSIG 2011, Proceedings - International Conference of the Biometrics Special Interest Group; 8.-9. September 2011 in Darmstadt.
Academic chapter/article/Conference paper
-
Guraya, Fahad Fazal Elahi;
Alaya Cheikh, Faouzi.
(2011)
Predictive Visual Saliency Model for Surveillance Video.
European Signal Processing Conference.
Academic article
-
Guraya, Fahad Fazal Elahi;
Alaya Cheikh, Faouzi;
Medina, Victor.
(2011)
A Novel Visual Saliency model for surveillance video compression.
SITIS 2011, The 7th International Conference on Signal Image Technology & Internet Based Systems; 28 November–1 December 2011, Dijon, France.
Academic chapter/article/Conference paper
-
Imran, Ali Shariq;
Alaya Cheikh, Faouzi.
(2011)
Blackboard content classification for lecture videos.
Proceedings of 18th IEEE Int. Conf. Image Processing, 2011.
Academic chapter/article/Conference paper
-
Rudakova, Victoria;
Saha, Sajib;
Alaya Cheikh, Faouzi.
(2011)
Multiple Collaborative Cameras for Multi-Target Tracking Using Color-Based Particle Filter and Contour Information.
Digital Information and Communication Technology and Its Applications; International Conference, DICTAP 2011 Dijon, France, June 21-23, 2011; Proceedings, Part I.
Academic chapter/article/Conference paper
-
Saha, Sajib Kumar;
Rudakova, Victoria;
Alaya Cheikh, Faouzi.
(2011)
Collaborative Cameras for Multi-target Tracking using Color Based Particle Filter and Object Contour.
3rd European Workshop on Visual Information Processing, EUVIP 2011; Paris, July 4-6, 2011.
Academic chapter/article/Conference paper
-
Yildirim, Sule;
Hovstø, Asbjørn;
Alaya Cheikh, Faouzi;
Amodei, Anthony;
Iori, Marc;
Zaharia, Sandel;
Ioannidis, Dimos;
Thorvaldsen, Øystein Espelid.
(2011)
Group Identification at Border Crossing Points.
BIOSIG 2011, Proceedings - International Conference of the Biometrics Special Interest Group; 8.-9. September 2011 in Darmstadt.
Academic chapter/article/Conference paper
-
Yubing, Tong;
Alaya Cheikh, Faouzi;
Guraya, Fahad Fazal Elahi;
Konik, Hubert;
Tremeau, Alain.
(2011)
A Spatiotemporal Saliency Model for Video Surveillance.
Cognitive Computation.
volum 3 (1).
Academic article
2010
-
Cao, Guanqun;
Alaya Cheikh, Faouzi.
(2010)
Salient region detection with opponent color boosting.
2010 2nd European Workshop on Visual Information Processing (EUVIP) : Paris 5-7 July 2010.
Academic chapter/article/Conference paper
-
Cao, Guanqun;
Alaya Cheikh, Faouzi.
(2010)
Salient region detection with opponent color boosting.
2nd European Workshop on Visual Information Processing (EUVIP), 2010.
Academic chapter/article/Conference paper
-
Guraya, Fahad Fazal Elahi;
Alaya Cheikh, Faouzi;
Tremeau, Alain;
Tong, Yubing;
Konik, Hubert.
(2010)
Predictive Saliency Maps for Surveillance Videos.
DCABES 2010: Ninth International Symposium on Distributed Computing and Applications to Business Engineering and Science.
Academic chapter/article/Conference paper
-
Guraya, Fahad Fazal Elahi;
Imran, Ali Shariq;
Tong, Yubing;
Alaya Cheikh, Faouzi.
(2010)
A non-reference perceptual quality metric based on visual attention model for videos.
Information Sciences Signal Processing and their Applications (ISSPA), 2010 10th International Conference on : Kuala Lumpur 10-13 May 2010.
Academic chapter/article/Conference paper
-
Imran, Ali Shariq;
Alaya Cheikh, Faouzi.
(2010)
Blind Image Quality Metric For Blackboard Lecture Images.
European Signal Processing Conference.
Academic article
-
Imran, Ali Shariq;
Guraya, Fahad Fazal Elahi;
Alaya Cheikh, Faouzi.
(2010)
A visual attention based reference free perceptual quality metric.
2010 2nd European Workshop on Visual Information Processing (EUVIP) : Paris 5-7 July 2010.
Academic chapter/article/Conference paper
-
Imran, Ali Shariq;
Guraya, Fahad Fazal Elahi;
Alaya Cheikh, Faouzi;
Tong, Yubing.
(2010)
A non-reference perceptual quality metric based on visual attention models for videos.
2nd European Workshop on Visual Information Processing (EUVIP), 2010.
Academic chapter/article/Conference paper
-
Sharma, Puneet;
Nilsen, Jan Harald;
Skramstad, Torbjørn;
Alaya Cheikh, Faouzi.
(2010)
Evaluation of Geometric Depth Estimation Model for Virtual Environment.
Norsk Informatikkonferanse.
Academic chapter/article/Conference paper
-
Simone, Gabriele;
Caracciolo, Valentina;
Pedersen, Marius;
Alaya Cheikh, Faouzi.
(2010)
Evaluation of a Difference of Gaussians Based Image Difference Metric in Relation to Perceived Compression Artifacts.
Advances in Visual Computing.
Academic chapter/article/Conference paper
-
Tong, Yubing;
Konik, Hubert;
Alaya Cheikh, Faouzi;
Guraya, Fahad Fazal Elahi;
Tremeau, Alain.
(2010)
Multi-Feature Based Visual Saliency Detection in Surveillance Video.
Visual communications and image processing 2010 : 11-14 July 2010, Huangshan, China.
Academic chapter/article/Conference paper
-
Tong, Yubing;
Konik, Hubert;
Alaya Cheikh, Faouzi;
Tremeau, Alain.
(2010)
Full reference image quality assessment based on saliency map analysis.
Journal of Imaging Science and Technology.
volum 54 (3).
Academic article
2009
-
Guraya, Fahad Fazal Elahi;
Bayle, Pierre-Yves;
Alaya Cheikh, Faouzi.
(2009)
People Tracking via a Modified CAMSHIFT Algorithm.
DCABES 2009 proceedings : the 8th International Symposium on Bistributed Computing and Applications for Business Engineering and Science : Wuhan, China, October 16-19,2009.
Academic chapter/article/Conference paper
-
Sharma, Puneet;
Alaya Cheikh, Faouzi;
Hardeberg, Jon Yngve.
(2009)
Face saliency in various human visual saliency models.
ISPA 2009. Proceedings of the 6th International Symposium on Image and Signal Processing and Analysis.
Academic chapter/article/Conference paper
Journal publications
-
Bouzidi, Mohammed;
Amro, Ahmed Walid;
Dalveren, Yaser;
Alaya Cheikh, Faouzi;
Derawi, Mohammad.
(2023)
LPWAN Cyber Security Risk Analysis: Building a Secure IQRF Solution.
Sensors.
volum 23 (4).
Academic article
-
Hijji, Mohammad;
Khan, Abbas;
M. Alwakeel, Mohammad;
Harrabi, Rafika;
Aradah, Fahad;
Alaya Cheikh, Faouzi;
Sajjad, Muhammad;
Khan, Muhammad (SKKU).
(2023)
Intelligent Image Super-Resolution for Vehicle License Plate in Surveillance Applications.
Mathematics.
volum 11 (4).
Academic article
-
Hijji, Mohammad;
Yar, Hikmat;
Ullah, Fath U Min;
Alwakeel, Mohammed M.;
Harrabi, Rafika;
Aradah, Fahad;
Alaya Cheikh, Faouzi;
Muhammad, Khan;
Sajjad, Muhammad.
(2023)
FADS: An Intelligent Fatigue and Age Detection System.
Mathematics.
volum 11 (5).
Academic article
-
Sajjad, Muhammad;
U Min Ullah, Fathu;
Ullah, Mohib;
Christodoulou, Georgia;
Alaya Cheikh, Faouzi;
Khan, Muhammad (SKKU).
(2023)
A comprehensive survey on deep facial expression recognition: challenges, applications, and future guidelines.
Alexandria Engineering Journal.
volum 68.
Academic article
-
Afridi, Hina;
Ullah, Mohib;
Nordbø, Øyvind;
Alaya Cheikh, Faouzi;
Larsgard, Anne Guro.
(2022)
Optimized Deep-Learning-Based Method for Cattle Udder Traits Classification.
Mathematics.
volum 10 (17).
Academic article
-
Bouzidi, Mohammed;
Gupta, Nishu;
Alaya Cheikh, Faouzi;
Shalaginov, Andrii;
Derawi, Mohammad.
(2022)
A Novel Architectural Framework on IoT Ecosystem, Security Aspects and Mechanisms: A Comprehensive Survey.
IEEE Access.
volum 10.
Academic article
-
Bouzidi, Mohammed;
Gupta, Nishu;
Dalveren, Yaser;
Mohamed, Marshed Kassim;
Alaya Cheikh, Faouzi;
Derawi, Mohammad.
(2022)
Indoor Propagation Analysis of IQRF Technology for Smart Building Applications.
Electronics.
volum 11 (23).
Academic article
-
Bouzidi, Mohammed;
Mohamed, Marshed Kassim;
Dalveren, Yaser;
Moldsvor, Arild;
Alaya Cheikh, Faouzi;
Derawi, Mohammad.
(2022)
Propagation Measurements for IQRF Network in an Urban Environment.
Sensors.
volum 22 (18).
Academic article
-
Khan, Zohaib Amjad;
Beghdadi, Azeddine;
Kaaniche, Mounir;
Alaya Cheikh, Faouzi;
Gharbi, Osama.
(2022)
A neural network based framework for effective laparoscopic video quality assessment.
Computerized Medical Imaging and Graphics.
volum 101.
Academic article
-
Sendjasni, Abderrezzaq;
Larabi, Mohamed-Chaker;
Alaya Cheikh, Faouzi.
(2022)
Convolutional Neural Networks for Omnidirectional Image Quality Assessment: A Benchmark.
IEEE transactions on circuits and systems for video technology (Print).
volum 32 (11).
Academic article
-
Survarachakan, Shanmugapriya;
Prasad, Pravda Jith Ray;
Naseem, Rabia;
Perez de Frutos, Javier;
Kumar, Rahul Prasanna;
Langø, Thomas;
Alaya Cheikh, Faouzi;
Elle, Ole Jakob;
Lindseth, Frank.
(2022)
Deep learning for image-based liver analysis — A comprehensive review focusing on malignant lesions.
Artificial Intelligence in Medicine.
volum 130.
Academic literature review
-
Ul Amin, Sareer;
Ullah, Mohib;
Sajjad, Muhammad;
Alaya Cheikh, Faouzi;
Hijji, Mohammad;
Hijji, Abdulrahman;
Khan, Muhammad (SKKU).
(2022)
EADN: An Efficient Deep Learning Model for Anomaly Detection in Videos.
Mathematics.
volum 10 (9).
Academic article
-
Li, Ningyang;
Wang, Zhaohui;
Alaya Cheikh, Faouzi;
Ullah, Mohib.
(2022)
S<sup>3</sup>AM: A Spectral-Similarity-Based Spatial Attention Module for Hyperspectral Image Classification.
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.
volum 15.
Academic article
-
Irfan, Muhammad;
Muhammad, Khan;
Sajjad, Muhammad;
Malik, Khalid;
Alaya Cheikh, Faouzi;
Rodrigues, Joel J.P.C.;
Albuquerque, Victor Hugo C. de.
(2021)
Deepview: Deep-Learning-Based Users Field of View Selection in 360° Videos for Industrial Environments.
IEEE Internet of Things Journal.
volum 10 (4).
Academic article
-
Naseem, Rabia;
Alaya Cheikh, Faouzi;
Beghdadi, Azeddine;
Muhammad, Khan;
Sajjad, Muhammad.
(2021)
Cross-modal guidance assisted hierarchical learning based siamese network for mr image denoising.
Electronics.
volum 10 (22).
Academic article
-
Naseem, Rabia;
Khan, Zohaib Amjad;
Satpute, Nitin;
Beghdadi, Azeddine;
Alaya Cheikh, Faouzi;
Olivares, Joaquin.
(2021)
Cross-Modality Guided Contrast Enhancement for Improved Liver Tumor Image Segmentation.
IEEE Access.
volum 9.
Academic article
-
Shagdar, Zolbayar;
Ullah, Mohib;
Ullah, Habib;
Alaya Cheikh, Faouzi.
(2021)
Geometric Deep Learning for Multi-Object Tracking: A Brief Review.
European Workshop on Visual Information Processing.
Academic article
-
Bouzidi, Mohammed;
Dalveren, Yaser;
Alaya Cheikh, Faouzi;
Derawi, Mohammad.
(2020)
Use of the IQRF Technology in Internet-of-Things-Based Smart Cities.
IEEE Access.
Academic article
-
Derawi, Mohammad;
Dalveren, Yaser;
Alaya Cheikh, Faouzi.
(2020)
Internet-of-Things-Based Smart Transportation Systems for Safer Roads.
2020 IEEE 6th World Forum on Internet of Things (WF-IoT).
Academic article
-
Khan, Sultan Daud;
Altamimi, Ahmed Bder;
Ullah, Mohib;
Ullah, Habib;
Alaya Cheikh, Faouzi.
(2020)
TCM: Temporal Consistency Model for Head Detection in Complex Videos.
Journal of Sensors.
Academic article
-
Khan, Zohaib Amjad;
Beghdadi, Azeddine;
Alaya Cheikh, Faouzi;
Kaaniche, Mounir;
Pelanis, Egidijus;
Palomar, Rafael;
Fretland, Åsmund Avdem;
Edwin, Bjørn;
Elle, Ole Jacob.
(2020)
Towards a video quality assessment based framework for enhancement of laparoscopic videos.
Progress in Biomedical Optics and Imaging.
volum 11316.
Academic article
-
Mohammed, Ahmed Kedir;
Wang, Congcong;
Zhao, Meng;
Ullah, Mohib;
Naseem, Rabia;
Wang, Hao;
Pedersen, Marius;
Alaya Cheikh, Faouzi.
(2020)
Semi-supervised Network for Detection of COVID-19 in Chest CT Scans.
IEEE Access.
volum 8.
Academic article
-
Satpute, Nitin;
Naseem, Rabia;
Palomar, Rafael;
Zachariadis, Orestis;
Gómez-Luna, Juan;
Alaya Cheikh, Faouzi;
Olivares, Joaquín.
(2020)
Fast parallel vessel segmentation.
Computer Methods and Programs in Biomedicine.
volum 192.
Academic article
-
Satpute, Nitin;
Naseem, Rabia;
Pelanis, Egidijus;
Gomez-Luna, Juan;
Alaya Cheikh, Faouzi;
Elle, Ole Jacob;
Olivares, Joaquín.
(2020)
GPU acceleration of liver enhancement for tumor segmentation.
Computer Methods and Programs in Biomedicine.
volum 184.
Academic article
-
Sendjasni, Abderrezzaq;
Larabi, Mohamed-Chaker;
Alaya Cheikh, Faouzi.
(2020)
On the improvement of 2D quality assessment metrics for omnidirectional images.
IS&T International Symposium on Electronic Imaging Science and Technology.
volum 2020 (9).
Academic article
-
Wang, Congcong;
Alaya Cheikh, Faouzi;
Beghdadi, Azeddine;
Elle, Ole Jacob.
(2020)
Adaptive context encoding module for semantic segmentation.
IS&T International Symposium on Electronic Imaging Science and Technology.
volum 2020 (10).
Academic article
-
Fan, Yu;
Larabi, Mohamed-Chaker;
Alaya Cheikh, Faouzi.
(2019)
Blind Stereopair Quality Assessment Using Statistics of Monocular and Binocular Image Structures.
Proceedings of IEEE International Conference on Image Processing.
volum 2019-September.
Academic article
-
Fan, Yu;
Larabi, Mohamed-Chaker;
Alaya Cheikh, Faouzi;
Fernandez-Maloigne, Christine.
(2019)
A survey of stereoscopic 3D just noticeable difference models.
IEEE Access.
volum 7.
Academic article
-
Fan, Yu;
Larabi, Mohamed-Chaker;
Alaya Cheikh, Faouzi;
Fernandez-Maloigne, Christine.
(2019)
Just Noticeable Difference Model for Asymmetrically Distorted Stereoscopic Images.
Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing.
volum 2019-May.
Academic article
-
Ge, Junfeng;
Cheng, Xin;
Gui, Kang;
Zhang, Wei;
Alaya Cheikh, Faouzi;
Ye, Lin.
(2019)
Oblique end face coupling optical fiber sensor for point fuel level measurement.
Sensors and Actuators A-Physical.
volum 297.
Academic article
-
Ge, Junfeng;
Cheng, Xin;
Zhao, Chengrui;
Gui, Kang;
Zhang, Wei;
Alaya Cheikh, Faouzi;
Ye, Lin.
(2019)
Reflected light intensity-modulated continuous liquid level sensor based on oblique end face coupling optical fibers.
IEEE Sensors Journal.
Academic article
-
Gui, Kang;
Ye, Lin;
Ge, Junfeng;
Alaya Cheikh, Faouzi;
Huang, Lizhen.
(2019)
Road surface condition detection utilizing resonance frequency and optical technologies.
Sensors and Actuators A-Physical.
volum 297.
Academic article
-
Kanwal, Saira;
Uzair, Muhammad;
Ullah, Habib;
Khan, Sultan Daud;
Ullah, Mohib;
Alaya Cheikh, Faouzi.
(2019)
An Image Based Prediction Model for Sleep Stage Identification.
Proceedings of IEEE International Conference on Image Processing.
volum 2019-September.
Academic article
-
Khan, Sultan Daud;
Ullah, Habib;
Uzair, Mohammad;
Ullah, Mohib;
Ullah, Rehan;
Alaya Cheikh, Faouzi.
(2019)
Disam: Density Independent and Scale Aware Model for Crowd Counting and Localization.
Proceedings of IEEE International Conference on Image Processing.
volum 2019-September.
Academic article
-
Naseem, Rabia;
Alaya Cheikh, Faouzi;
Beghdadi, Azeddine;
Elle, Ole Jacob;
Lindseth, Frank.
(2019)
Cross modality guided liver image enhancement of CT using MRI.
European Workshop on Visual Information Processing.
volum 2019-October:8946196.
Academic article
-
Sdiri, Bilel;
Kaaniche, Mounir;
Alaya Cheikh, Faouzi;
Beghdadi, Azeddine;
Elle, Ole Jacob.
(2019)
Efficient enhancement of stereo endoscopic images based on joint wavelet decomposition and binocular combination.
IEEE Transactions on Medical Imaging.
volum 38 (1).
Academic article
-
Ullah, Habib;
Khan, Sultan Daud;
Ullah, Mohib;
Uzair, Muhammad;
Alaya Cheikh, Faouzi.
(2019)
Two stream model for crowd video classification.
European Workshop on Visual Information Processing.
volum 2019-October.
Academic article
-
Ullah, Habib;
Muhammad, Uzair;
Mahmood, Arif;
Ullah, Mohib;
Khan, Sultan Daud;
Alaya Cheikh, Faouzi.
(2019)
Internal Emotion Classification Using EEG Signal With Sparse Discriminative Ensemble.
IEEE Access.
volum 7.
Academic article
-
Ullah, Mohib;
Ullah, Habib;
Khan, Sultan Daud;
Alaya Cheikh, Faouzi.
(2019)
Stacked Lstm Network for Human Activity Recognition Using Smartphone Data.
European Workshop on Visual Information Processing.
volum 2019-October.
Academic article
-
Wang, Congcong;
Mohammed, Ahmed Kedir;
Alaya Cheikh, Faouzi;
Beghdadi, Azeddine;
Elle, Ole Jacob.
(2019)
Multiscale deep desmoking for laparoscopic surgery.
Progress in Biomedical Optics and Imaging.
volum 10949:109491Y.
Academic article
-
Alaya Cheikh, Faouzi.
(2018)
Efficient Enhancement of Stereo Endoscopic Images Based on Joint Wavelet Decomposition and Binocular Combination.
IEEE Transactions on Medical Imaging.
volum 38 (1).
Academic article
-
Bolkar, Sabri;
Wang, Congcong;
Alaya Cheikh, Faouzi;
Yildirim Yayilgan, Sule.
(2018)
Deep Smoke Removal from Minimally Invasive Surgery Videos.
Proceedings of IEEE International Conference on Image Processing.
Academic article
-
Ullah, Mohib;
Mohammed, Ahmed Kedir;
Alaya Cheikh, Faouzi.
(2018)
PedNet: A Spatio-Temporal Deep Convolutional Neural Network for Pedestrian Segmentation.
Journal of Imaging.
volum 4 (9).
Academic article
-
Ullah, Mohib;
Mohammed, Ahmed Kedir;
Alaya Cheikh, Faouzi;
Wang, Zhaohui.
(2018)
A hierarchical feature model for multi-target tracking.
Proceedings of IEEE International Conference on Image Processing.
Academic article
-
Wang, Congcong;
Alaya Cheikh, Faouzi;
Kaaniche, Mounir;
Beghdadi, Azeddine;
Elle, Ole Jacob.
(2018)
Variational based smoke removal in laparoscopic images.
Biomedical engineering online.
volum 17:139.
Academic article
-
Wang, Congcong;
Alaya Cheikh, Faouzi;
Kaaniche, Mounir;
Elle, Ole Jacob.
(2018)
Liver surface reconstruction for image guided surgery.
Progress in Biomedical Optics and Imaging.
volum 1057:105762H6.
Academic article
-
Wang, Congcong;
Sharma, Vivek;
Fan, Yu;
Alaya Cheikh, Faouzi;
Beghdadi, Azeddine;
Elle, Ole Jacob;
Stiefelhagen, Rainer.
(2018)
Can image enhancement be beneficial to find smoke images in laparoscopic surgery?.
Color and Imaging Conference (CIC).
volum 2018-November.
Academic article
-
Hachicha, Walid;
Kaaniche, Mounir;
Beghdadi, Azeddine;
Alaya Cheikh, Faouzi.
(2017)
No-reference stereo image quality assessment based on joint wavelet decomposition and statistical models.
Signal processing. Image communication.
volum 54.
Academic article
-
Mohammed, Ahmed Kedir;
Yildirim, Sule;
Pedersen, Marius;
Hovde, Øistein;
Alaya Cheikh, Faouzi.
(2017)
Sparse coded handcrafted and deep features for colon capsule video summarization.
Computer-Based Medical Systems.
volum 2017-June.
Academic article
-
Palomar, Rafael;
Alaya Cheikh, Faouzi;
Edwin, Bjørn;
Fretland, Åsmund Avdem;
Beghdadi, Azeddine;
Elle, Ole Jakob.
(2017)
A novel method for planning liver resections using deformable Bezier surfaces and distance maps.
Computer Methods and Programs in Biomedicine.
volum 144.
Academic article
-
Palomar, Rafael;
Gómez-Luna, Juan;
Alaya Cheikh, Faouzi;
Olivares-Bueno, Joaquín;
Elle, Ole Jakob.
(2017)
High-Performance Computation of Bézier Surfaces on Parallel and Heterogeneous Platforms.
International journal of parallel programming.
Academic article
-
Imran, Ali Shariq;
Alaya Cheikh, Faouzi;
Kowalski, Stewart James.
(2016)
Automatic annotation of lecture videos for multimedia driven pedagogical platforms.
Knowledge Management & E-Learning: An International Journal.
volum 8 (4).
Academic article
-
Palomar, Rafael;
Alaya Cheikh, Faouzi;
Beghdadi, Azeddine;
Elle, Ole Jakob.
(2016)
Intra-operative modeling of the left Atrium: A simulation approach using poisson surface reconstruction.
Lecture Notes in Computer Science (LNCS).
volum 9805.
Academic article
-
Palomar, Rafael;
Alaya Cheikh, Faouzi;
Edwin, Bjørn;
Beghdadhi, Azeddine;
Elle, Ole Jakob.
(2016)
Surface reconstruction for planning and navigation of liver resections.
Computerized Medical Imaging and Graphics.
volum 53.
Academic article
-
Guraya, Fahad Fazal Elahi;
Alaya Cheikh, Faouzi.
(2015)
Neural networks based visual attention model for surveillance videos.
Neurocomputing.
volum 149 (Part C).
Academic article
-
Hachicha, Walid;
Kaaniche, Mounir;
Beghdadi, Azeddine;
Alaya Cheikh, Faouzi.
(2015)
Efficient inter-view bit allocation methods for stereo image coding.
IEEE transactions on multimedia.
volum 17 (6).
Academic article
-
Alaya Cheikh, Faouzi;
Saha, Sajib;
Rudakova, Victoria;
Wang, Peng.
(2012)
Multipeople tracking across multiple cameras.
International Journal of New Computer Architectures and their Applications (IJNCAA).
volum 2 (1).
Academic article
-
Hachicha, Walid;
Beghdadi, Azeddine;
Alaya Cheikh, Faouzi.
(2012)
Combining Depth Information and Local Edge Detection for Stereo Image Enhancement.
European Signal Processing Conference.
Academic article
-
Guraya, Fahad Fazal Elahi;
Alaya Cheikh, Faouzi.
(2011)
Predictive Visual Saliency Model for Surveillance Video.
European Signal Processing Conference.
Academic article
-
Yubing, Tong;
Alaya Cheikh, Faouzi;
Guraya, Fahad Fazal Elahi;
Konik, Hubert;
Tremeau, Alain.
(2011)
A Spatiotemporal Saliency Model for Video Surveillance.
Cognitive Computation.
volum 3 (1).
Academic article
-
Imran, Ali Shariq;
Alaya Cheikh, Faouzi.
(2010)
Blind Image Quality Metric For Blackboard Lecture Images.
European Signal Processing Conference.
Academic article
-
Tong, Yubing;
Konik, Hubert;
Alaya Cheikh, Faouzi;
Tremeau, Alain.
(2010)
Full reference image quality assessment based on saliency map analysis.
Journal of Imaging Science and Technology.
volum 54 (3).
Academic article
Books
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Alaya Cheikh, Faouzi.
(2013)
4th European Workshop on Visual Information Processing (EUVIP); June 10-12, 2013, Paris, France.
IEEE conference proceedings. 2013. ISBN 978-82-93269-13-7.
Academic anthology/Conference proceedings
Part of book/report
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Teatini, Andrea;
Wang, Congcong;
Palomar, Rafael;
Alaya Cheikh, Faouzi;
Beghdadi, Azeddine;
Edwin, Bjørn;
Elle, Ole Jacob.
(2018)
Validation of stereo vision based liver surface reconstruction for image guided surgery.
2018 Colour and Visual Computing Symposium (CVCS); 19th and 20th September, 2018, Gjøvik, Norway.
Academic chapter/article/Conference paper
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Fan, Yu;
Larabi, Mohamed-Chaker;
Alaya Cheikh, Faouzi;
Fernandez-Maloigne, Christine.
(2017)
Stereoscopic image quality assessment based on the binocular properties of the human visual system.
2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
Academic chapter/article/Conference paper
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Mohammed, Ahmed Kedir;
Yildirim, Sule;
Pedersen, Marius;
Hovde, Øistein;
Alaya Cheikh, Faouzi.
(2017)
Sparse coded handcrafted and deep features for colon capsule video summarization.
Computer-Based Medical Systems (CBMS), 2017 IEEE 30th International Symposium on.
Academic chapter/article/Conference paper
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Ramachandra, Raghavendra;
Bylappa Raja, Kiran;
Venkatesh, Sushma Krupa;
Alaya Cheikh, Faouzi;
Busch, Christoph.
(2017)
On the Vulnerability of Extended Multispectral Face Recognition Systems Towards Presentation Attacks.
2017 IEEE International Conference on Identity, Security and Behavior Analysis (ISBA).
Academic chapter/article/Conference paper
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Fan, Yu;
Larabi, Mohamed-Chaker;
Alaya Cheikh, Faouzi;
Fernandez-Maloigne, Christine.
(2016)
On the performance of 3D just noticeable difference models.
2016 IEEE International Conference on Image Processing(ICIP)-Proceedings.
Academic chapter/article/Conference paper
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Liu, Xinwei;
Pedersen, Marius;
Charrier, Christophe;
Alaya Cheikh, Faouzi;
Bours, Patrick.
(2016)
An improved 3-step contactless fingerprint image enhancement approach for minutiae detection.
2016 6th European Workshop on Visual Information Processing (EUVIP).
Academic chapter/article/Conference paper
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Qureshi, Muhammad Ali;
Beghdadi, Azeddine;
Sdiri, Bilel;
Deriche, Mohamed;
Alaya Cheikh, Faouzi.
(2016)
A comprehensive performance evaluation of objective quality metrics for contrast enhancement techniques.
2016 6th European Workshop on Visual Information Processing (EUVIP).
Academic chapter/article/Conference paper
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Ullah, Mohib;
Alaya Cheikh, Faouzi;
Imran, Ali Shariq.
(2016)
HoG Based Real-Time Multi-Target Tracking in Bayesian Framework.
2016 13th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS).
Academic chapter/article/Conference paper
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Bylappa Raja, Kiran;
Raghavendra, Rachamandra;
Alaya Cheikh, Faouzi;
Busch, Christoph.
(2015)
Evaluation of Fusion Approaches for Face Recognition using Light Field Cameras.
2015 Colour and Visual Computing Symposium (CVCS).
Academic chapter/article/Conference paper
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Gueye, Limamou;
Yildirim, Sule;
Alaya Cheikh, Faouzi;
Balasingham, Ilangko.
(2015)
Automatic detection of colonoscopic anomalies using capsule endoscopy.
IEEE International Conference on Image Processing (ICIP), Proceedings, 27-30 September 2015,Quebec city, Canada.
Academic chapter/article/Conference paper
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Sdiri, Bilel;
Alaya Cheikh, Faouzi;
Dragusha, Kushtrim;
Beghdadi, Azeddine.
(2015)
Comparative study of endoscopic image enhancement techniques.
2015 Colour and Visual Computing Symposium (CVCS).
Academic chapter/article/Conference paper
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Wang, Congcong;
Palomar, Rafael;
Alaya Cheikh, Faouzi.
(2014)
Stereo Video Analysis For Instrument Tracking In Laparoscopic Surgery.
5th European Workshop on Visual Information Processing (EUVIP); Desember 10-12, 2014, Paris, France.
Academic chapter/article/Conference paper
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Hachicha, Walid;
Kaaniche, Mounir;
Beghdadi, Azeddine;
Alaya Cheikh, Faouzi.
(2014)
Optimized Residual Image For Stereo Image Coding.
5th European Workshop on Visual Information Processing (EUVIP); Desember 10-12, 2014, Paris, France.
Academic chapter/article/Conference paper
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Imran, Ali Shariq;
Alaya Cheikh, Faouzi;
Kowalski, Stewart.
(2014)
Media annotations in hyperlinked pedagogical platforms.
International Conference on Web & Open Access to Learning, ICWOAL, 2014.
Academic chapter/article/Conference paper
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Imran, Ali Shariq;
Rahadianti, Laksmita;
Alaya Cheikh, Faouzi;
Yildirim, Sule.
(2014)
Objective Keyword Selection For Lecture Video Annotation.
5th European Workshop on Visual Information Processing (EUVIP); Desember 10-12, 2014, Paris, France.
Academic chapter/article/Conference paper
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Imran, Ali Shariq;
Siakidis, Christos;
Alaya Cheikh, Faouzi;
Kowalski, Stewart.
(2014)
3-Dimensional Tag Clouds for Multimedia Driven Pedagogical Platforms.
World Congress on Computer Applications and Information Systems (WCCAIS), 2014.
Academic chapter/article/Conference paper
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Bylappa Raja, Kiran;
Raghavendra, Rachamandra;
Alaya Cheikh, Faouzi;
Yang, Bian;
Busch, Christoph.
(2013)
Robust iris recognition using light-field camera.
2013 Colour and Visual Computing Symposium (CVCS), 5th and 6th September, 2013, Gjøvik, Norway.
Academic chapter/article/Conference paper
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Hachicha, Walid;
Beghdadi, Azeddine;
Alaya Cheikh, Faouzi.
(2013)
Stereo image quality assessment using a binocular just noticable difference model.
IEEE Proceedings of International Conference on Image Processing (ICIP), 15-18 Sep 18, 2013; Melbourne, Australia.
Academic chapter/article/Conference paper
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Imran, Ali Shariq;
Rahadianti, Laksmita;
Alaya Cheikh, Faouzi;
Yayilgan, Sule Yildirim.
(2013)
Semantic Keyword Selection for Automatic Video Annotation.
International Conference on Signal-Image Technology and Internet-Based Systems SITIS 2013; 2–5 December 2013; Kyoto, Japan.
Academic chapter/article/Conference paper
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Guraya, Fahad Fazal Elahi;
Medina, Victor;
Alaya Cheikh, Faouzi.
(2012)
Visual attention based surveillance videos compression.
Twentieth Color and Imaging Conference: Color Science and Engineering Systems, Technologies, and Applications. Final program and proceedings. November 12-16, 2012; Los Angeles, California.
Academic chapter/article/Conference paper
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Imran, Ali Shariq;
Alaya Cheikh, Faouzi.
(2012)
Lecture content classification tool.
5th International Symposium on Communications Control and Signal Processing (ISCCSP), 2012; May 2-4, 2012, Rome, Italy.
Academic chapter/article/Conference paper
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Imran, Ali Shariq;
Alaya Cheikh, Faouzi.
(2012)
Multimedia Learning Objects Framework for E-Learning.
ICEEE 2012, International Conference on e-Learning and e-Technologies in Education; Technical University of Lodz, Poland, Sept. 24-26, 2012.
Academic chapter/article/Conference paper
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Imran, Ali Shariq;
Chanda, Sukalpa;
Alaya Cheikh, Faouzi;
Franke, Katrin;
Pal, Umapada.
(2012)
Cursive Handwritten Segmentation and Recognition for Instructional Videos.
SITIS 2012, The 8th International Conference on Signal Image Technology and Internet Based Systems; 25-29, November 2012, Sorrento - Naples, Italy.
Academic chapter/article/Conference paper
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Imran, Ali Shariq;
Moreno, Alejandro;
Alaya Cheikh, Faouzi.
(2012)
Exploiting Visual Cues in Non-Scripted Lecture Videos for Multi-modal Action Recognition.
SITIS 2012, The 8th International Conference on Signal Image Technology and Internet Based Systems; 25-29, November 2012, Sorrento - Naples, Italy.
Academic chapter/article/Conference paper
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Imran, Ali Shariq;
Rahadianti, Laksmita;
Alaya Cheikh, Faouzi;
Yayilgan, Sule Yildirim.
(2012)
Semantic Tags for Lecture Videos.
The Sixth IEEE International Conference on Semantic Computing, ICSC 2012; September 19th-21st, 2012, Palermo, Italy.
Academic chapter/article/Conference paper
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Torres Ochoa, Victor Manuel;
Yayilgan, Sule Yildirim;
Alaya Cheikh, Faouzi.
(2012)
Adult video content detection using Machine Learning Techniques.
SITIS 2012, The 8th International Conference on Signal Image Technology and Internet Based Systems; 25-29, November 2012, Sorrento - Naples, Italy.
Academic chapter/article/Conference paper
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Derawi, Mohammad;
Ali, Hazem Othman;
Alaya Cheikh, Faouzi.
(2011)
Gait Recognition using Time-of-Flight Sensor.
BIOSIG 2011, Proceedings - International Conference of the Biometrics Special Interest Group; 8.-9. September 2011 in Darmstadt.
Academic chapter/article/Conference paper
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Guraya, Fahad Fazal Elahi;
Alaya Cheikh, Faouzi;
Medina, Victor.
(2011)
A Novel Visual Saliency model for surveillance video compression.
SITIS 2011, The 7th International Conference on Signal Image Technology & Internet Based Systems; 28 November–1 December 2011, Dijon, France.
Academic chapter/article/Conference paper
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Imran, Ali Shariq;
Alaya Cheikh, Faouzi.
(2011)
Blackboard content classification for lecture videos.
Proceedings of 18th IEEE Int. Conf. Image Processing, 2011.
Academic chapter/article/Conference paper
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Rudakova, Victoria;
Saha, Sajib;
Alaya Cheikh, Faouzi.
(2011)
Multiple Collaborative Cameras for Multi-Target Tracking Using Color-Based Particle Filter and Contour Information.
Digital Information and Communication Technology and Its Applications; International Conference, DICTAP 2011 Dijon, France, June 21-23, 2011; Proceedings, Part I.
Academic chapter/article/Conference paper
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Saha, Sajib Kumar;
Rudakova, Victoria;
Alaya Cheikh, Faouzi.
(2011)
Collaborative Cameras for Multi-target Tracking using Color Based Particle Filter and Object Contour.
3rd European Workshop on Visual Information Processing, EUVIP 2011; Paris, July 4-6, 2011.
Academic chapter/article/Conference paper
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Yildirim, Sule;
Hovstø, Asbjørn;
Alaya Cheikh, Faouzi;
Amodei, Anthony;
Iori, Marc;
Zaharia, Sandel;
Ioannidis, Dimos;
Thorvaldsen, Øystein Espelid.
(2011)
Group Identification at Border Crossing Points.
BIOSIG 2011, Proceedings - International Conference of the Biometrics Special Interest Group; 8.-9. September 2011 in Darmstadt.
Academic chapter/article/Conference paper
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Cao, Guanqun;
Alaya Cheikh, Faouzi.
(2010)
Salient region detection with opponent color boosting.
2010 2nd European Workshop on Visual Information Processing (EUVIP) : Paris 5-7 July 2010.
Academic chapter/article/Conference paper
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Cao, Guanqun;
Alaya Cheikh, Faouzi.
(2010)
Salient region detection with opponent color boosting.
2nd European Workshop on Visual Information Processing (EUVIP), 2010.
Academic chapter/article/Conference paper
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Guraya, Fahad Fazal Elahi;
Alaya Cheikh, Faouzi;
Tremeau, Alain;
Tong, Yubing;
Konik, Hubert.
(2010)
Predictive Saliency Maps for Surveillance Videos.
DCABES 2010: Ninth International Symposium on Distributed Computing and Applications to Business Engineering and Science.
Academic chapter/article/Conference paper
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Guraya, Fahad Fazal Elahi;
Imran, Ali Shariq;
Tong, Yubing;
Alaya Cheikh, Faouzi.
(2010)
A non-reference perceptual quality metric based on visual attention model for videos.
Information Sciences Signal Processing and their Applications (ISSPA), 2010 10th International Conference on : Kuala Lumpur 10-13 May 2010.
Academic chapter/article/Conference paper
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Imran, Ali Shariq;
Guraya, Fahad Fazal Elahi;
Alaya Cheikh, Faouzi.
(2010)
A visual attention based reference free perceptual quality metric.
2010 2nd European Workshop on Visual Information Processing (EUVIP) : Paris 5-7 July 2010.
Academic chapter/article/Conference paper
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Imran, Ali Shariq;
Guraya, Fahad Fazal Elahi;
Alaya Cheikh, Faouzi;
Tong, Yubing.
(2010)
A non-reference perceptual quality metric based on visual attention models for videos.
2nd European Workshop on Visual Information Processing (EUVIP), 2010.
Academic chapter/article/Conference paper
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Sharma, Puneet;
Nilsen, Jan Harald;
Skramstad, Torbjørn;
Alaya Cheikh, Faouzi.
(2010)
Evaluation of Geometric Depth Estimation Model for Virtual Environment.
Norsk Informatikkonferanse.
Academic chapter/article/Conference paper
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Simone, Gabriele;
Caracciolo, Valentina;
Pedersen, Marius;
Alaya Cheikh, Faouzi.
(2010)
Evaluation of a Difference of Gaussians Based Image Difference Metric in Relation to Perceived Compression Artifacts.
Advances in Visual Computing.
Academic chapter/article/Conference paper
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Tong, Yubing;
Konik, Hubert;
Alaya Cheikh, Faouzi;
Guraya, Fahad Fazal Elahi;
Tremeau, Alain.
(2010)
Multi-Feature Based Visual Saliency Detection in Surveillance Video.
Visual communications and image processing 2010 : 11-14 July 2010, Huangshan, China.
Academic chapter/article/Conference paper
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Guraya, Fahad Fazal Elahi;
Bayle, Pierre-Yves;
Alaya Cheikh, Faouzi.
(2009)
People Tracking via a Modified CAMSHIFT Algorithm.
DCABES 2009 proceedings : the 8th International Symposium on Bistributed Computing and Applications for Business Engineering and Science : Wuhan, China, October 16-19,2009.
Academic chapter/article/Conference paper
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Sharma, Puneet;
Alaya Cheikh, Faouzi;
Hardeberg, Jon Yngve.
(2009)
Face saliency in various human visual saliency models.
ISPA 2009. Proceedings of the 6th International Symposium on Image and Signal Processing and Analysis.
Academic chapter/article/Conference paper
Teaching
Courses
Media
2021
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Academic lectureChen, Xiangjun; Wang, Zhaohui; Alaya Cheikh, Faouzi; Ullah, Mohib. (2021) 3D-Resnet Fused Attention for Autism Spectrum Disorder Classification. International Conference on Image and Graphics . Springer; Hainan, Haikou. 2021-12-25 - 2021-12-28.
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Academic lectureShagdar, Zolbayar; Ullah, Mohib; Ullah, Habib; Alaya Cheikh, Faouzi. (2021) Geometric Deep Learning for Multi-Object Tracking: A Brief Review. 2021 9th European Workshop on Visual Information Processing (EUVIP) . IEEE; Paris. 2021-06-23 - 2021-06-25.
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Academic lectureUllah, Habib; Tawsin Uddin, Ahmed; Ullah, Mohib; Alaya Cheikh, Faouzi. (2021) IR-SSL: Improved Regularization Based Semi-Supervised Learning For Land Cover Classification. 2021 IEEE International Conference on Image Processing (ICIP) . IEEE; Anchorage, Alaska. 2021-09-19 - 2021-09-22.
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Academic lectureUllah, Habib; Ullah, Mohib; Khan, Sultan Daud; Alaya Cheikh, Faouzi. (2021) Evaluating deep semi-supervised learning methods for computer vision applications. Electronic Imaging . Society for Imaging Science and Technology; San Francisco. 2021-01-18 - 2021-01-21.
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Academic lectureUllah, Mohib; Ullah, Habib; Khan, Sultan Daud; Alaya Cheikh, Faouzi. (2021) Social modeling meets virtual reality: An immersive implication. International Conference on Pattern Recognition . Springer, Cham; Milan. 2021-01-10 - 2021-01-15.
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Academic lectureUllah, Mohib; Yamin, Muhammad Mudassar; Mohammed, Ahmed Kedir; Khan, Sultan Daud; Ullah, Habib; Alaya Cheikh, Faouzi. (2021) Attention-based LSTM network for action recognition in sports. Electronic Imaging . Society for Imaging Science and Technology; San Francisco. 2021-01-18 - 2021-01-21.
2020
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Academic lectureKhan, Akif Quddus; Khan, Salman; Ullah, Mohib; Alaya Cheikh, Faouzi. (2020) A Bottom-Up Approach for Pig Skeleton Extraction Using RGB Data. International Conference on Image and Signal Processing ; 2020-06-04 - 2020-06-06.
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Academic lectureKhan, Sultan Daud; Mahmud, Maqsood; Ullah, Habib; Ullah, Mohib; Alaya Cheikh, Faouzi. (2020) Crowd congestion detection in videos. IS&T International Symposium on Electronic Imaging (EI 2020) . Society for Imaging Science and Technology; Burlingame, California. 2020-01-26 - 2020-01-30.
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Academic lectureUllah, Habib; Khan, Sultan Daud; Ullah, Mohib; Mahmud, Maqsood; Alaya Cheikh, Faouzi. (2020) GENERATIVE ADVERSARIAL NETWORKS: A SHORT REVIEW. IS&T International Symposium on Electronic Imaging (EI 2020) ; 2020-01-26 - 2020-01-30.
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Academic lectureUllah, Mohib; Mahmud, Maqsood; Ullah, Habib; Ahmad, Kashif; Imran, Ali Shariq; Alaya Cheikh, Faouzi. (2020) HEAD BASED TRACKING. IS&T International Symposium on Electronic Imaging (EI 2020) . Society for Imaging Science and Technology; Burlingame, California. 2020-01-26 - 2020-01-30.
2019
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PosterKanwal, Saira; Uzair, Muhammad; Ullah, Habib; Khan, Sultan Daud; Ullah, Mohib; Alaya Cheikh, Faouzi. (2019) AN IMAGE BASED PREDICTION MODEL FOR SLEEP STAGE IDENTIFICATION. International Conference on Image Processing (ICIP) ; Taipai. 2019-09-22 - 2019-09-25.
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PosterKhan, Sultan Daud; Ullah, Habib; Ullah, Mohib; Alaya Cheikh, Faouzi; Beghdadi, Azeddine. (2019) DIMENSION INVARIANT MODEL FOR HUMAN HEAD DETECTION. European Workshop on Visual Information Processing ; Rome. 2019-10-28 - 2019-10-31.
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LectureKhan, Sultan Daud; Ullah, Habib; Ullah, Mohib; Conci, Nicola; Alaya Cheikh, Faouzi; Beghdadi, Azeddine. (2019) Person Head Detection Based Deep Model for People Counting in Sports Videos. IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS) ; Taipei. 2019-09-18 - 2019-09-21.
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PosterKhan, Sultan Daud; Ullah, Habib; Uzair, Muhammad; Ullah, Mohib; Ullah, Rehan; Alaya Cheikh, Faouzi. (2019) DISAM: DENSITY INDEPENDENT AND SCALE AWARE MODEL FOR CROWD COUNTING AND LOCALIZATION. IEEE International Conference on Image Processing (ICIP) ; Taipei. 2019-09-22 - 2019-09-25.
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Academic lectureKhan, Zohaib Amjad; Kaaniche, Mounir; Beghdadi, Azeddine; Alaya Cheikh, Faouzi. (2019) Joint Statistical Models for No-Reference Stereoscopic Image Quality Assessment. European Workshop on Visual Information Processing ; 2019-10-28 - 2019-10-31.
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PosterSidorov, Oleksii; Wang, Congcong; Alaya Cheikh, Faouzi. (2019) Generative Smoke Removal. Machine Learning for Health Workshop at NeurIPS ; 2019-12-14 - 2019-12-14.
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PosterUllah, Habib; Khan, Sultan Daud; Ullah, Mohib; Uzair, Muhammad; Alaya Cheikh, Faouzi. (2019) TWO STREAM MODEL FOR CROWD VIDEO CLASSIFICATION. European Workshop on Visual Information Processing ; Rome. 2019-10-28 - 2019-10-31.
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PosterUllah, Mohib; Ullah, Habib; Alaya Cheikh, Faouzi. (2019) SINGLE SHOT APPEARANCE MODEL (SSAM) FOR MULTI-TARGET TRACKING. Electronic Imaging Conference . Society of Imaging Science and Technology; 2019-01-13 - 2019-01-17.
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PosterUllah, Mohib; Ullah, Habib; Khan, Sultan Daud; Alaya Cheikh, Faouzi. (2019) STACKED LSTM NETWORK FOR HUMAN ACTIVITY RECOGNITION USING SMARTPHONE DATA. European Workshop on Visual Information Processing ; Rome. 2019-10-28 - 2019-10-31.
2018
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Academic lectureBeghdadi, Azeddine; Qureshi, Muhammad Ali; Sdiri, Bilel; Deriche, Mohamed; Alaya Cheikh, Faouzi. (2018) Ceed - A Database for Image Contrast Enhancement Evaluation. Colour and Visual Computing Symposium (CVCS) ; 2018-09-19 - 2018-09-20.
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Academic lectureFan, Yu; Larabi, Mohamed-Chaker; Alaya Cheikh, Faouzi; Fernandez-Maloigne, Christine. (2018) Blind Stereopair Quality Evaluation based on Statistics of Binocular Contrast Features. In COmpression et REprésentation des Signaux Audiovisuels (CORESA) ; Poitiers. 2018-11-12 - 2018-11-14.
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Academic lectureRocha, Cristian; Yildirim, Sule; Hardeberg, Jon Yngve; Alaya Cheikh, Faouzi. (2018) Deep Learning and Radiomics. NLDL2018 ; 2018-01-10 - 2018-01-11.
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PosterUllah, Mohib; Alaya Cheikh, Faouzi. (2018) A Directed Sparse Graphical Model for Multi-Target Tracking. International Conference on Computer Vision and Pattern Recognition workshop (CVPR) . IEEE; Salt Lake City. 2018-07-18 - 2018-07-22.
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PosterUllah, Mohib; Alaya Cheikh, Faouzi. (2018) DEEP FEATURE BASED END-TO-END TRANSPORTATION NETWORK FOR MULTI-TARGET TRACKING. International Conference on Image Processing (ICIP) . IEEE; Athens. 2018-10-07 - 2018-10-10.
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PosterUllah, Mohib; Mohammed, Ahmed Kedir; Alaya Cheikh, Faouzi. (2018) HAND-CRAFTED VS DEEP FEATURES: A QUANTITATIVE STUDY OF APPEARANCE MODEL FOR PEDESTRIAN. Color and Visual Computing Symposium (CVCS) . IEEE; Gjøvik. 2018-09-19 - 2018-09-20.
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Academic lectureYu, Fan; Larabi, Mohamed-Chaker; Alaya Cheikh, Faouzi; Fernandez-Maloigne, Christine. (2018) No-Reference Quality Assessment of Stereoscopic Images Based on Binocular Combination of Local Features Statistics. International Conference on Image Processing (ICIP) ; 2018-10-07 - 2018-10-10.
2017
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LectureFan, Yu; Chaker, Mohamed-Chaker; Alaya Cheikh, Faouzi; Christine, Fernandez-Maloigne. (2017) Full-reference stereoscopic image quality assessment account for binocular combination and disparity information. 2017 IEEE International Conference on Image Processing (ICIP) ; 2017-09-17 - 2017-09-20.
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Academic lectureFan, Yu; Larabi, Mohamed-Chaker; Alaya Cheikh, Faouzi; Fernandez-Maloigne, Christine. (2017) Full-Reference Stereoscopic Image Quality Assessment account for Binocular Combination and Disparity Information. IEEE International Conference on Image Processing (ICIP) . IEEE; Beijing. 2017-09-17 - 2017-09-20.
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PosterUllah, Mohib; Mohammed, Ahmed Kedir; Alaya Cheikh, Faouzi; Wang, Zhaohui. (2017) A Hierarchical Feature Model For Multi-Target Tracking. International Conference on Image Processing (ICIP) . IEEE; Beijing. 2017-09-17 - 2017-09-20.
2015
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Academic lectureGueye, Limamou; Yildirim, Sule; Alaya Cheikh, Faouzi; Balasingham, Ilangko. (2015) Automatic detection of colonoscopic anomalies using capsule endoscopy. The International Conference on Image Processing (ICIP) ; Québec. 2015-09-27 - 2015-09-30.
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Academic lectureSharma, Puneet; Alaya Cheikh, Faouzi; Hardeberg, Jon Yngve. (2015) Spatio-temporal analysis of eye fixations data in images. IEEE International Conference on Image Processing ; Paris. 2015-10-27 - 2015-10-30.
2008
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Academic lectureGuraya, Fahad Fazal Elahi; Alaya Cheikh, Faouzi. (2008) Visual Saliency in Video Surveillance Applications. The 1st Workshop on Visual Signal Processing and Analysis ; Paris. 2008-11-12 - 2008-11-13.