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  1. Employees

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Faouzi Alaya Cheikh

Faouzi Alaya Cheikh

Professor
Department of Computer Science
Faculty of Information Technology and Electrical Engineering

faouzi.cheikh@ntnu.no
+4761135203 Ametyst-bygget, A210, Gjøvik, Teknologivegen. 22, 2815 Gjøvik, Norway
ResearchGate Google Scholar
About Publications Teaching Media

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

Alameda

Alive

HiPerNav

INID

ADRIATIC

Publications

  • Chronological
  • By category
  • See all publications in Cristin

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
    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
    Academic article
  • Hijji, Mohammad; Khan, Abbas; M. Alwakeel, Mohammad; Harrabi, Rafika; Aradah, Fahad; Alaya Cheikh, Faouzi. (2023) Intelligent Image Super-Resolution for Vehicle License Plate in Surveillance Applications. Mathematics
    Academic article
  • Hijji, Mohammad; Yar, Hikmat; Ullah, Fath U Min; Alwakeel, Mohammed M.; Harrabi, Rafika; Aradah, Fahad. (2023) FADS: An Intelligent Fatigue and Age Detection System. Mathematics
    Academic article

2022

  • 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
    Academic article
  • Ul Amin, Sareer; Ullah, Mohib; Sajjad, Muhammad; Alaya Cheikh, Faouzi; Hijji, Mohammad; Hijji, Abdulrahman. (2022) EADN: An Efficient Deep Learning Model for Anomaly Detection in Videos. Mathematics
    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
    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
    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
    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)
    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
    Academic article
  • Survarachakan, Shanmugapriya; Prasad, Pravda Jith Ray; Naseem, Rabia; Perez de Frutos, Javier; Kumar, Rahul Prasanna; Langø, Thomas. (2022) Deep learning for image-based liver analysis — A comprehensive review focusing on malignant lesions. Artificial Intelligence in Medicine
    Academic literature review
  • 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
    Academic article

2021

  • 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
  • Irfan, Muhammad; Muhammad, Khan; Sajjad, Muhammad; Malik, Khalid; Alaya Cheikh, Faouzi; Rodrigues, Joel J.P.C.. (2021) Deepview: Deep-Learning-Based Users Field of View Selection in 360° Videos for Industrial Environments. IEEE Internet of Things Journal
    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
    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
    Academic article

2020

  • Khan, Zohaib Amjad; Beghdadi, Azeddine; Alaya Cheikh, Faouzi; Kaaniche, Mounir; Pelanis, Egidijus; Palomar, Rafael. (2020) Towards a video quality assessment based framework for enhancement of laparoscopic videos. Progress in Biomedical Optics and Imaging
    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
    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
    Academic article
  • Satpute, Nitin; Naseem, Rabia; Palomar, Rafael; Zachariadis, Orestis; Gómez-Luna, Juan; Alaya Cheikh, Faouzi. (2020) Fast parallel vessel segmentation. Computer Methods and Programs in Biomedicine
    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
  • Mohammed, Ahmed Kedir; Wang, Congcong; Zhao, Meng; Ullah, Mohib; Naseem, Rabia; Wang, Hao. (2020) Semi-supervised Network for Detection of COVID-19 in Chest CT Scans. IEEE Access
    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
  • Satpute, Nitin; Naseem, Rabia; Pelanis, Egidijus; Gomez-Luna, Juan ; Alaya Cheikh, Faouzi; Elle, Ole Jacob. (2020) GPU acceleration of liver enhancement for tumor segmentation. Computer Methods and Programs in Biomedicine
    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

2019

  • 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
    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
    Academic article
  • Ge, Junfeng; Cheng, Xin; Zhao, Chengrui; Gui, Kang; Zhang, Wei; Alaya Cheikh, Faouzi. (2019) Reflected light intensity-modulated continuous liquid level sensor based on oblique end face coupling optical fibers. IEEE Sensors Journal
    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
    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
    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
    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
    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
    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
    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
    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
    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
    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
    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
    Academic article

2018

  • Wang, Congcong; Alaya Cheikh, Faouzi; Kaaniche, Mounir; Beghdadi, Azeddine; Elle, Ole Jacob. (2018) Variational based smoke removal in laparoscopic images. Biomedical engineering online
    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
    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
    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
  • Alaya Cheikh, Faouzi. (2018) Efficient Enhancement of Stereo Endoscopic Images Based on Joint Wavelet Decomposition and Binocular Combination . IEEE Transactions on Medical Imaging
    Academic article
  • Teatini, Andrea; Wang, Congcong; Palomar, Rafael; Alaya Cheikh, Faouzi; Beghdadi, Azeddine; Edwin, Bjørn. (2018) Validation of stereo vision based liver surface reconstruction for image guided surgery. IEEE (Institute of Electrical and Electronics Engineers)
    Academic chapter/article/Conference paper
  • 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
  • Wang, Congcong; Sharma, Vivek; Fan, Yu; Alaya Cheikh, Faouzi; Beghdadi, Azeddine; Elle, Ole Jacob. (2018) Can image enhancement be beneficial to find smoke images in laparoscopic surgery?. Color and Imaging Conference (CIC)
    Academic article

2017

  • 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 . IEEE Sarnoff Symposium
    Academic chapter/article/Conference paper
  • 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
  • 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
    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
    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
    Academic article
  • 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. IEEE conference proceedings
    Academic chapter/article/Conference paper
  • Mohammed, Ahmed Kedir; Yildirim, Sule; Pedersen, Marius; Hovde, Øistein; Alaya Cheikh, Faouzi. (2017) Sparse coded handcrafted and deep features for colon capsule video summarization. IEEE (Institute of Electrical and Electronics Engineers)
    Academic chapter/article/Conference paper

2016

  • 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 . IEEE (Institute of Electrical and Electronics Engineers)
    Academic chapter/article/Conference paper
  • Ullah, Mohib; Alaya Cheikh, Faouzi; Imran, Ali Shariq. (2016) HoG Based Real-Time Multi-Target Tracking in Bayesian Framework. IEEE (Institute of Electrical and Electronics Engineers)
    Academic chapter/article/Conference paper
  • Liu, Xinwei; Pedersen, Marius; Charrier, Christophe; Alaya Cheikh, Faouzi; Bours, Patrick. (2016) An improved 3-step contactless fingerprint image enhancement approach for minutiae detection. IEEE (Institute of Electrical and Electronics Engineers)
    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
    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
    Academic article
  • Fan, Yu; Larabi, Mohamed-Chaker; Alaya Cheikh, Faouzi; Fernandez-Maloigne, Christine. (2016) On the performance of 3D just noticeable difference models. IEEE Signal Processing Society
    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)
    Academic article

2015

  • Hachicha, Walid; Kaaniche, Mounir; Beghdadi, Azeddine; Alaya Cheikh, Faouzi. (2015) Efficient inter-view bit allocation methods for stereo image coding. IEEE transactions on multimedia
    Academic article
  • Sdiri, Bilel; Alaya Cheikh, Faouzi; Dragusha, Kushtrim; Beghdadi, Azeddine. (2015) Comparative study of endoscopic image enhancement techniques. IEEE conference proceedings
    Academic chapter/article/Conference paper
  • Bylappa Raja, Kiran; Raghavendra, Rachamandra; Alaya Cheikh, Faouzi; Busch, Christoph. (2015) Evaluation of Fusion Approaches for Face Recognition using Light Field Cameras. IEEE conference proceedings
    Academic chapter/article/Conference paper
  • Gueye, Limamou; Yildirim, Sule; Alaya Cheikh, Faouzi; Balasingham, Ilangko. (2015) Automatic detection of colonoscopic anomalies using capsule endoscopy. IEEE Signal Processing Society
    Academic chapter/article/Conference paper
  • Guraya, Fahad Fazal Elahi; Alaya Cheikh, Faouzi. (2015) Neural networks based visual attention model for surveillance videos. Neurocomputing
    Academic article

2014

  • Wang, Congcong; Palomar, Rafael; Alaya Cheikh, Faouzi. (2014) Stereo Video Analysis For Instrument Tracking In Laparoscopic Surgery. IEEE conference proceedings
    Academic chapter/article/Conference paper
  • Hachicha, Walid; Kaaniche, Mounir; Beghdadi, Azeddine; Alaya Cheikh, Faouzi. (2014) Optimized Residual Image For Stereo Image Coding. IEEE conference proceedings
    Academic chapter/article/Conference paper
  • Imran, Ali Shariq; Rahadianti, Laksmita; Alaya Cheikh, Faouzi; Yildirim, Sule. (2014) Objective Keyword Selection For Lecture Video Annotation. IEEE conference proceedings
    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. IEEE conference proceedings
    Academic chapter/article/Conference paper
  • Imran, Ali Shariq; Alaya Cheikh, Faouzi; Kowalski, Stewart. (2014) Media annotations in hyperlinked pedagogical platforms. Curran Associates, Inc.
    Academic chapter/article/Conference paper

2013

  • Imran, Ali Shariq; Rahadianti, Laksmita; Alaya Cheikh, Faouzi; Yayilgan, Sule Yildirim. (2013) Semantic Keyword Selection for Automatic Video Annotation. IEEE conference proceedings
    Academic chapter/article/Conference paper
  • Bylappa Raja, Kiran; Raghavendra, Rachamandra; Alaya Cheikh, Faouzi; Yang, Bian; Busch, Christoph. (2013) Robust iris recognition using light-field camera. IEEE conference proceedings
    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 IEEE conference proceedings
    Academic anthology/Conference proceedings
  • Hachicha, Walid; Beghdadi, Azeddine; Alaya Cheikh, Faouzi. (2013) Stereo image quality assessment using a binocular just noticable difference model. IEEE conference proceedings
    Academic chapter/article/Conference paper

2012

  • Torres Ochoa, Victor Manuel; Yayilgan, Sule Yildirim; Alaya Cheikh, Faouzi. (2012) Adult video content detection using Machine Learning Techniques. IEEE (Institute of Electrical and Electronics Engineers)
    Academic chapter/article/Conference paper
  • Guraya, Fahad Fazal Elahi; Medina, Victor; Alaya Cheikh, Faouzi. (2012) Visual attention based surveillance videos compression. The Society for Imaging Science and Technology
    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. IEEE (Institute of Electrical and Electronics Engineers)
    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. IEEE (Institute of Electrical and Electronics Engineers)
    Academic chapter/article/Conference paper
  • Imran, Ali Shariq; Alaya Cheikh, Faouzi. (2012) Lecture content classification tool. IEEE conference proceedings
    Academic chapter/article/Conference paper
  • Imran, Ali Shariq; Alaya Cheikh, Faouzi. (2012) Multimedia Learning Objects Framework for E-Learning. IEEE conference proceedings
    Academic chapter/article/Conference paper
  • Imran, Ali Shariq; Rahadianti, Laksmita; Alaya Cheikh, Faouzi; Yayilgan , Sule Yildirim. (2012) Semantic Tags for Lecture Videos. IEEE (Institute of Electrical and Electronics Engineers)
    Academic chapter/article/Conference paper
  • 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)
    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

2011

  • Rudakova, Victoria; Saha, Sajib; Alaya Cheikh, Faouzi. (2011) Multiple Collaborative Cameras for Multi-Target Tracking Using Color-Based Particle Filter and Contour Information. Springer
    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
    Academic article
  • Saha, Sajib Kumar; Rudakova, Victoria; Alaya Cheikh, Faouzi. (2011) Collaborative Cameras for Multi-target Tracking using Color Based Particle Filter and Object Contour. IEEE conference proceedings
    Academic chapter/article/Conference paper
  • Yildirim, Sule; Hovstø, Asbjørn; Alaya Cheikh, Faouzi; Amodei, Anthony; Iori, Marc; Zaharia, Sandel. (2011) Group Identification at Border Crossing Points. Gesellschaft für Informatik
    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
  • Derawi, Mohammad; Ali, Hazem Othman; Alaya Cheikh, Faouzi. (2011) Gait Recognition using Time-of-Flight Sensor. Gesellschaft für Informatik
    Academic chapter/article/Conference paper
  • Guraya, Fahad Fazal Elahi; Alaya Cheikh, Faouzi; Medina, Victor. (2011) A Novel Visual Saliency model for surveillance video compression. IEEE (Institute of Electrical and Electronics Engineers)
    Academic chapter/article/Conference paper
  • Imran, Ali Shariq; Alaya Cheikh, Faouzi. (2011) Blackboard content classification for lecture videos. IEEE conference proceedings
    Academic chapter/article/Conference paper

2010

  • Imran, Ali Shariq; Guraya, Fahad Fazal Elahi; Alaya Cheikh, Faouzi. (2010) A visual attention based reference free perceptual quality metric. IEEE Press
    Academic chapter/article/Conference paper
  • Cao, Guanqun; Alaya Cheikh, Faouzi. (2010) Salient region detection with opponent color boosting. IEEE Press
    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. SPIE - The International Society for Optics and Photonics
    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. IEEE conference proceedings
    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
  • 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. Springer
    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. IEEE conference proceedings
    Academic chapter/article/Conference paper
  • Cao, Guanqun; Alaya Cheikh, Faouzi. (2010) Salient region detection with opponent color boosting. IEEE conference proceedings
    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. IEEE (Institute of Electrical and Electronics Engineers)
    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
    Academic article
  • Sharma, Puneet; Nilsen, Jan Harald; Skramstad, Torbjørn; Alaya Cheikh, Faouzi. (2010) Evaluation of Geometric Depth Estimation Model for Virtual Environment. Tapir Akademisk Forlag
    Academic chapter/article/Conference paper

2009

  • Guraya, Fahad Fazal Elahi; Bayle, Pierre-Yves; Alaya Cheikh, Faouzi. (2009) People Tracking via a Modified CAMSHIFT Algorithm. China Publishing House of Electronics Industry
    Academic chapter/article/Conference paper
  • Sharma, Puneet; Alaya Cheikh, Faouzi; Hardeberg, Jon Yngve. (2009) Face saliency in various human visual saliency models. IEEE Press
    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
    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
    Academic article
  • Hijji, Mohammad; Khan, Abbas; M. Alwakeel, Mohammad; Harrabi, Rafika; Aradah, Fahad; Alaya Cheikh, Faouzi. (2023) Intelligent Image Super-Resolution for Vehicle License Plate in Surveillance Applications. Mathematics
    Academic article
  • Hijji, Mohammad; Yar, Hikmat; Ullah, Fath U Min; Alwakeel, Mohammed M.; Harrabi, Rafika; Aradah, Fahad. (2023) FADS: An Intelligent Fatigue and Age Detection System. Mathematics
    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
    Academic article
  • Ul Amin, Sareer; Ullah, Mohib; Sajjad, Muhammad; Alaya Cheikh, Faouzi; Hijji, Mohammad; Hijji, Abdulrahman. (2022) EADN: An Efficient Deep Learning Model for Anomaly Detection in Videos. Mathematics
    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
    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
    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
    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)
    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
    Academic article
  • Survarachakan, Shanmugapriya; Prasad, Pravda Jith Ray; Naseem, Rabia; Perez de Frutos, Javier; Kumar, Rahul Prasanna; Langø, Thomas. (2022) Deep learning for image-based liver analysis — A comprehensive review focusing on malignant lesions. Artificial Intelligence in Medicine
    Academic literature review
  • 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
    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
  • Irfan, Muhammad; Muhammad, Khan; Sajjad, Muhammad; Malik, Khalid; Alaya Cheikh, Faouzi; Rodrigues, Joel J.P.C.. (2021) Deepview: Deep-Learning-Based Users Field of View Selection in 360° Videos for Industrial Environments. IEEE Internet of Things Journal
    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
    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
    Academic article
  • Khan, Zohaib Amjad; Beghdadi, Azeddine; Alaya Cheikh, Faouzi; Kaaniche, Mounir; Pelanis, Egidijus; Palomar, Rafael. (2020) Towards a video quality assessment based framework for enhancement of laparoscopic videos. Progress in Biomedical Optics and Imaging
    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
    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
    Academic article
  • Satpute, Nitin; Naseem, Rabia; Palomar, Rafael; Zachariadis, Orestis; Gómez-Luna, Juan; Alaya Cheikh, Faouzi. (2020) Fast parallel vessel segmentation. Computer Methods and Programs in Biomedicine
    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
  • Mohammed, Ahmed Kedir; Wang, Congcong; Zhao, Meng; Ullah, Mohib; Naseem, Rabia; Wang, Hao. (2020) Semi-supervised Network for Detection of COVID-19 in Chest CT Scans. IEEE Access
    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
  • Satpute, Nitin; Naseem, Rabia; Pelanis, Egidijus; Gomez-Luna, Juan ; Alaya Cheikh, Faouzi; Elle, Ole Jacob. (2020) GPU acceleration of liver enhancement for tumor segmentation. Computer Methods and Programs in Biomedicine
    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
  • 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
    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
    Academic article
  • Ge, Junfeng; Cheng, Xin; Zhao, Chengrui; Gui, Kang; Zhang, Wei; Alaya Cheikh, Faouzi. (2019) Reflected light intensity-modulated continuous liquid level sensor based on oblique end face coupling optical fibers. IEEE Sensors Journal
    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
    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
    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
    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
    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
    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
    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
    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
    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
    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
    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
    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
    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
    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
    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
  • Alaya Cheikh, Faouzi. (2018) Efficient Enhancement of Stereo Endoscopic Images Based on Joint Wavelet Decomposition and Binocular Combination . IEEE Transactions on Medical Imaging
    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
  • Wang, Congcong; Sharma, Vivek; Fan, Yu; Alaya Cheikh, Faouzi; Beghdadi, Azeddine; Elle, Ole Jacob. (2018) Can image enhancement be beneficial to find smoke images in laparoscopic surgery?. Color and Imaging Conference (CIC)
    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
  • 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
    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
    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
    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
    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
    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)
    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
    Academic article
  • Guraya, Fahad Fazal Elahi; Alaya Cheikh, Faouzi. (2015) Neural networks based visual attention model for surveillance videos. Neurocomputing
    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)
    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
  • Yubing, Tong; Alaya Cheikh, Faouzi; Guraya, Fahad Fazal Elahi; Konik, Hubert; Tremeau, Alain. (2011) A Spatiotemporal Saliency Model for Video Surveillance. Cognitive Computation
    Academic article
  • Guraya, Fahad Fazal Elahi; Alaya Cheikh, Faouzi. (2011) Predictive Visual Saliency Model for Surveillance Video. European Signal Processing Conference
    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
    Academic article

Books

  • Alaya Cheikh, Faouzi. (2013) 4th European Workshop on Visual Information Processing (EUVIP); June 10-12, 2013, Paris, France. IEEE conference proceedings IEEE conference proceedings
    Academic anthology/Conference proceedings

Part of book/report

  • Teatini, Andrea; Wang, Congcong; Palomar, Rafael; Alaya Cheikh, Faouzi; Beghdadi, Azeddine; Edwin, Bjørn. (2018) Validation of stereo vision based liver surface reconstruction for image guided surgery. IEEE (Institute of Electrical and Electronics Engineers)
    Academic chapter/article/Conference paper
  • 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 . IEEE Sarnoff Symposium
    Academic chapter/article/Conference paper
  • 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. IEEE conference proceedings
    Academic chapter/article/Conference paper
  • Mohammed, Ahmed Kedir; Yildirim, Sule; Pedersen, Marius; Hovde, Øistein; Alaya Cheikh, Faouzi. (2017) Sparse coded handcrafted and deep features for colon capsule video summarization. IEEE (Institute of Electrical and Electronics Engineers)
    Academic chapter/article/Conference paper
  • 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 . IEEE (Institute of Electrical and Electronics Engineers)
    Academic chapter/article/Conference paper
  • Ullah, Mohib; Alaya Cheikh, Faouzi; Imran, Ali Shariq. (2016) HoG Based Real-Time Multi-Target Tracking in Bayesian Framework. IEEE (Institute of Electrical and Electronics Engineers)
    Academic chapter/article/Conference paper
  • Liu, Xinwei; Pedersen, Marius; Charrier, Christophe; Alaya Cheikh, Faouzi; Bours, Patrick. (2016) An improved 3-step contactless fingerprint image enhancement approach for minutiae detection. IEEE (Institute of Electrical and Electronics Engineers)
    Academic chapter/article/Conference paper
  • Fan, Yu; Larabi, Mohamed-Chaker; Alaya Cheikh, Faouzi; Fernandez-Maloigne, Christine. (2016) On the performance of 3D just noticeable difference models. IEEE Signal Processing Society
    Academic chapter/article/Conference paper
  • Sdiri, Bilel; Alaya Cheikh, Faouzi; Dragusha, Kushtrim; Beghdadi, Azeddine. (2015) Comparative study of endoscopic image enhancement techniques. IEEE conference proceedings
    Academic chapter/article/Conference paper
  • Bylappa Raja, Kiran; Raghavendra, Rachamandra; Alaya Cheikh, Faouzi; Busch, Christoph. (2015) Evaluation of Fusion Approaches for Face Recognition using Light Field Cameras. IEEE conference proceedings
    Academic chapter/article/Conference paper
  • Gueye, Limamou; Yildirim, Sule; Alaya Cheikh, Faouzi; Balasingham, Ilangko. (2015) Automatic detection of colonoscopic anomalies using capsule endoscopy. IEEE Signal Processing Society
    Academic chapter/article/Conference paper
  • Wang, Congcong; Palomar, Rafael; Alaya Cheikh, Faouzi. (2014) Stereo Video Analysis For Instrument Tracking In Laparoscopic Surgery. IEEE conference proceedings
    Academic chapter/article/Conference paper
  • Hachicha, Walid; Kaaniche, Mounir; Beghdadi, Azeddine; Alaya Cheikh, Faouzi. (2014) Optimized Residual Image For Stereo Image Coding. IEEE conference proceedings
    Academic chapter/article/Conference paper
  • Imran, Ali Shariq; Rahadianti, Laksmita; Alaya Cheikh, Faouzi; Yildirim, Sule. (2014) Objective Keyword Selection For Lecture Video Annotation. IEEE conference proceedings
    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. IEEE conference proceedings
    Academic chapter/article/Conference paper
  • Imran, Ali Shariq; Alaya Cheikh, Faouzi; Kowalski, Stewart. (2014) Media annotations in hyperlinked pedagogical platforms. Curran Associates, Inc.
    Academic chapter/article/Conference paper
  • Imran, Ali Shariq; Rahadianti, Laksmita; Alaya Cheikh, Faouzi; Yayilgan, Sule Yildirim. (2013) Semantic Keyword Selection for Automatic Video Annotation. IEEE conference proceedings
    Academic chapter/article/Conference paper
  • Bylappa Raja, Kiran; Raghavendra, Rachamandra; Alaya Cheikh, Faouzi; Yang, Bian; Busch, Christoph. (2013) Robust iris recognition using light-field camera. IEEE conference proceedings
    Academic chapter/article/Conference paper
  • Hachicha, Walid; Beghdadi, Azeddine; Alaya Cheikh, Faouzi. (2013) Stereo image quality assessment using a binocular just noticable difference model. IEEE conference proceedings
    Academic chapter/article/Conference paper
  • Torres Ochoa, Victor Manuel; Yayilgan, Sule Yildirim; Alaya Cheikh, Faouzi. (2012) Adult video content detection using Machine Learning Techniques. IEEE (Institute of Electrical and Electronics Engineers)
    Academic chapter/article/Conference paper
  • Guraya, Fahad Fazal Elahi; Medina, Victor; Alaya Cheikh, Faouzi. (2012) Visual attention based surveillance videos compression. The Society for Imaging Science and Technology
    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. IEEE (Institute of Electrical and Electronics Engineers)
    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. IEEE (Institute of Electrical and Electronics Engineers)
    Academic chapter/article/Conference paper
  • Imran, Ali Shariq; Alaya Cheikh, Faouzi. (2012) Lecture content classification tool. IEEE conference proceedings
    Academic chapter/article/Conference paper
  • Imran, Ali Shariq; Alaya Cheikh, Faouzi. (2012) Multimedia Learning Objects Framework for E-Learning. IEEE conference proceedings
    Academic chapter/article/Conference paper
  • Imran, Ali Shariq; Rahadianti, Laksmita; Alaya Cheikh, Faouzi; Yayilgan , Sule Yildirim. (2012) Semantic Tags for Lecture Videos. IEEE (Institute of Electrical and Electronics Engineers)
    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. Springer
    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. IEEE conference proceedings
    Academic chapter/article/Conference paper
  • Yildirim, Sule; Hovstø, Asbjørn; Alaya Cheikh, Faouzi; Amodei, Anthony; Iori, Marc; Zaharia, Sandel. (2011) Group Identification at Border Crossing Points. Gesellschaft für Informatik
    Academic chapter/article/Conference paper
  • Derawi, Mohammad; Ali, Hazem Othman; Alaya Cheikh, Faouzi. (2011) Gait Recognition using Time-of-Flight Sensor. Gesellschaft für Informatik
    Academic chapter/article/Conference paper
  • Guraya, Fahad Fazal Elahi; Alaya Cheikh, Faouzi; Medina, Victor. (2011) A Novel Visual Saliency model for surveillance video compression. IEEE (Institute of Electrical and Electronics Engineers)
    Academic chapter/article/Conference paper
  • Imran, Ali Shariq; Alaya Cheikh, Faouzi. (2011) Blackboard content classification for lecture videos. IEEE conference proceedings
    Academic chapter/article/Conference paper
  • Imran, Ali Shariq; Guraya, Fahad Fazal Elahi; Alaya Cheikh, Faouzi. (2010) A visual attention based reference free perceptual quality metric. IEEE Press
    Academic chapter/article/Conference paper
  • Cao, Guanqun; Alaya Cheikh, Faouzi. (2010) Salient region detection with opponent color boosting. IEEE Press
    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. SPIE - The International Society for Optics and Photonics
    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. IEEE conference proceedings
    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. Springer
    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. IEEE conference proceedings
    Academic chapter/article/Conference paper
  • Cao, Guanqun; Alaya Cheikh, Faouzi. (2010) Salient region detection with opponent color boosting. IEEE conference proceedings
    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. IEEE (Institute of Electrical and Electronics Engineers)
    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. Tapir Akademisk Forlag
    Academic chapter/article/Conference paper
  • Guraya, Fahad Fazal Elahi; Bayle, Pierre-Yves; Alaya Cheikh, Faouzi. (2009) People Tracking via a Modified CAMSHIFT Algorithm. China Publishing House of Electronics Industry
    Academic chapter/article/Conference paper
  • Sharma, Puneet; Alaya Cheikh, Faouzi; Hardeberg, Jon Yngve. (2009) Face saliency in various human visual saliency models. IEEE Press
    Academic chapter/article/Conference paper

Teaching

Courses

  • IMT4890 - Specialisation in Video Processing

Media

2021

  • Academic lecture
    Shagdar, Zolbayar; Ullah, Mohib; Ullah, Habib; Alaya Cheikh, Faouzi. (2021) Geometric Deep Learning for Multi-Object Tracking: A Brief Review. IEEE 2021 9th European Workshop on Visual Information Processing (EUVIP) , Paris 2021-06-23 - 2021-06-25
  • Academic lecture
    Chen, Xiangjun; Wang, Zhaohui; Alaya Cheikh, Faouzi; Ullah, Mohib. (2021) 3D-Resnet Fused Attention for Autism Spectrum Disorder Classification. Springer International Conference on Image and Graphics , Hainan, Haikou 2021-12-25 - 2021-12-28
  • Academic lecture
    Ullah, Habib; Ullah, Mohib; Khan, Sultan Daud; Alaya Cheikh, Faouzi. (2021) Evaluating deep semi-supervised learning methods for computer vision applications. Society for Imaging Science and Technology Electronic Imaging , San Francisco 2021-01-18 - 2021-01-21
  • Academic lecture
    Ullah, Mohib; Ullah, Habib; Khan, Sultan Daud; Alaya Cheikh, Faouzi. (2021) Social modeling meets virtual reality: An immersive implication. Springer, Cham International Conference on Pattern Recognition , Milan 2021-01-10 - 2021-01-15
  • Academic lecture
    Ullah, Habib; Tawsin Uddin, Ahmed; Ullah, Mohib; Alaya Cheikh, Faouzi. (2021) IR-SSL: Improved Regularization Based Semi-Supervised Learning For Land Cover Classification. IEEE 2021 IEEE International Conference on Image Processing (ICIP) , Anchorage, Alaska 2021-09-19 - 2021-09-22
  • Academic lecture
    Ullah, 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. Society for Imaging Science and Technology Electronic Imaging , San Francisco 2021-01-18 - 2021-01-21

2020

  • Academic lecture
    Khan, 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
  • Academic lecture
    Ullah, Mohib; Mahmud, Maqsood; Ullah, Habib; Ahmad, Kashif; Imran, Ali Shariq; Alaya Cheikh, Faouzi. (2020) HEAD BASED TRACKING. Society for Imaging Science and Technology IS&T International Symposium on Electronic Imaging (EI 2020) , Burlingame, California 2020-01-26 - 2020-01-30
  • Academic lecture
    Ullah, 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
  • Academic lecture
    Khan, Sultan Daud; Mahmud, Maqsood; Ullah, Habib; Ullah, Mohib; Alaya Cheikh, Faouzi. (2020) Crowd congestion detection in videos. Society for Imaging Science and Technology IS&T International Symposium on Electronic Imaging (EI 2020) , Burlingame, California 2020-01-26 - 2020-01-30

2019

  • Poster
    Ullah, Mohib; Ullah, Habib; Alaya Cheikh, Faouzi. (2019) SINGLE SHOT APPEARANCE MODEL (SSAM) FOR MULTI-TARGET TRACKING. Society of Imaging Science and Technology Electronic Imaging Conference 2019-01-13 - 2019-01-17
  • Poster
    Sidorov, Oleksii; Wang, Congcong; Alaya Cheikh, Faouzi. (2019) Generative Smoke Removal . Machine Learning for Health Workshop at NeurIPS 2019-12-14 - 2019-12-14
  • Academic lecture
    Khan, 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
  • Lecture
    Khan, 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
  • Poster
    Khan, 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
  • Poster
    Kanwal, 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
  • Poster
    Khan, 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
  • Poster
    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 , Rome 2019-10-28 - 2019-10-31
  • Poster
    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 , Rome 2019-10-28 - 2019-10-31

2018

  • Academic lecture
    Rocha, Cristian; Yildirim, Sule; Hardeberg, Jon Yngve; Alaya Cheikh, Faouzi. (2018) Deep Learning and Radiomics. NLDL2018 2018-01-10 - 2018-01-11
  • Poster
    Ullah, Mohib; Mohammed, Ahmed Kedir; Alaya Cheikh, Faouzi. (2018) HAND-CRAFTED VS DEEP FEATURES: A QUANTITATIVE STUDY OF APPEARANCE MODEL FOR PEDESTRIAN. IEEE Color and Visual Computing Symposium (CVCS) , Gjøvik 2018-09-19 - 2018-09-20
  • Poster
    Ullah, Mohib; Alaya Cheikh, Faouzi. (2018) A Directed Sparse Graphical Model for Multi-Target Tracking. IEEE International Conference on Computer Vision and Pattern Recognition workshop (CVPR) , Salt Lake City 2018-07-18 - 2018-07-22
  • Poster
    Ullah, Mohib; Alaya Cheikh, Faouzi. (2018) DEEP FEATURE BASED END-TO-END TRANSPORTATION NETWORK FOR MULTI-TARGET TRACKING. IEEE International Conference on Image Processing (ICIP) , Athens 2018-10-07 - 2018-10-10
  • Academic lecture
    Yu, 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
  • Academic lecture
    Beghdadi, 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
  • Academic lecture
    Fan, 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

2017

  • Poster
    Ullah, Mohib; Mohammed, Ahmed Kedir; Alaya Cheikh, Faouzi; Wang, Zhaohui. (2017) A Hierarchical Feature Model For Multi-Target Tracking. IEEE International Conference on Image Processing (ICIP) , Beijing 2017-09-17 - 2017-09-20
  • Lecture
    Fan, 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
  • Academic lecture
    Fan, 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 IEEE International Conference on Image Processing (ICIP) , Beijing 2017-09-17 - 2017-09-20

2015

  • Academic lecture
    Sharma, 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
  • Academic lecture
    Gueye, 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

2008

  • Academic lecture
    Guraya, 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
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