Mohib Ullah
About
Mohib Ullah (Member, IEEE) is a researcher at NTNU, where he is involved in different research, management, teaching, and industrial projects. His research interests include medical imaging, crowd analysis, object segmentation, behavior classification, and tracking. In these research areas, he has published several high-impact peer-reviewed journals, conferences, and workshop articles. He served as a Program Committee Member for the International Workshop on Computer Vision in Sports (CVsports). He also served as a Chair for the Technical Program at the European Workshop on Visual Information Processing. He is the Reviewer of well-reputed conferences and journals (Neurocomputing (Elsevier), Neural Computing and Applications (Springer), Multimedia Tools and Applications (Springer), IEEE ACCESS, the Journal of Imaging, IEEE CVPRw, IEEE ICIP, and IEEE AVSS).
Background:
BSc (Electronic and Computer Engineering) from Politecnico Di Torino, Torino, Italy, 2012.
MSc (Telecommunication Engineering) from the University of Trento, Trento, Italy, 2015.
PhD (Computer Science) from the Faculty of Information Technology and Electrical Engineering, Norwegian University of Science and Technology, Norway, 2019.
Research Interests:
Image and video analysis
Medical imaging
Deep learning
Pattern recognition
Teaching:
IMT4392 - Deep learning for visual computing, Master level.
IMT3104 - Kunstig intelligent, Bachelor level.
IMT3017 - Computer vision, Bachelor level.
Publications
2020
-
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
2019
-
Bilal, Muhammad;
Ullah, Mohib;
Ullah, Habib.
(2019)
Chemometric data analysis with autoencoder neural network.
IS&T International Symposium on Electronic Imaging Science and Technology
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
-
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
-
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
-
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;
Ullah, Mohib;
Cheikh, Faouzi Alaya;
Beghdadi, Azeddine.
(2019)
Dimension Invariant Model for Human Head Detection.
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
2018
-
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
-
Ullah, Habib;
Altamimi, Ahmed Bder;
Uzair, Muhammad;
Ullah, Mohib.
(2018)
Anomalous entities detection and localization in pedestrian flows.
Neurocomputing
Academic article
-
Ullah, Habib;
Ullah, Mohib;
Muhammad, Uzair.
(2018)
A hybrid social influence model for pedestrian motion segmentation.
Neural Computing & Applications
Academic article
2017
-
Ullah, Mohib;
Ullah, Habib;
Alseadonn, Ibrahim M.
(2017)
Human action recognition in videos using stable features.
Signal & Image Processing :An International Journal (SIPIJ)
Academic article
-
Ullah, Habib;
Uzair, Muhammad;
Ullah, Mohib;
Khan, Asif;
Ahmad, Ayaz;
Khan, Wilayat.
(2017)
Density independent hydrodynamics model for crowd coherency
detection.
Neurocomputing
Academic article
2016
-
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
-
Ullah, Mohib;
Ullah, Habib;
Conci, Nicola;
De Natale, Francesco G.B..
(2016)
Crowd behavior identification.
IEEE Signal Processing Society
Academic chapter/article/Conference paper
Journal publications
-
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
-
Bilal, Muhammad;
Ullah, Mohib;
Ullah, Habib.
(2019)
Chemometric data analysis with autoencoder neural network.
IS&T International Symposium on Electronic Imaging Science and Technology
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
-
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
-
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
-
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;
Ullah, Mohib;
Cheikh, Faouzi Alaya;
Beghdadi, Azeddine.
(2019)
Dimension Invariant Model for Human Head Detection.
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
-
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
-
Ullah, Habib;
Altamimi, Ahmed Bder;
Uzair, Muhammad;
Ullah, Mohib.
(2018)
Anomalous entities detection and localization in pedestrian flows.
Neurocomputing
Academic article
-
Ullah, Habib;
Ullah, Mohib;
Muhammad, Uzair.
(2018)
A hybrid social influence model for pedestrian motion segmentation.
Neural Computing & Applications
Academic article
-
Ullah, Mohib;
Ullah, Habib;
Alseadonn, Ibrahim M.
(2017)
Human action recognition in videos using stable features.
Signal & Image Processing :An International Journal (SIPIJ)
Academic article
-
Ullah, Habib;
Uzair, Muhammad;
Ullah, Mohib;
Khan, Asif;
Ahmad, Ayaz;
Khan, Wilayat.
(2017)
Density independent hydrodynamics model for crowd coherency
detection.
Neurocomputing
Academic article
Part of book/report
-
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
-
Ullah, Mohib;
Ullah, Habib;
Conci, Nicola;
De Natale, Francesco G.B..
(2016)
Crowd behavior identification.
IEEE Signal Processing Society
Academic chapter/article/Conference paper
Teaching
Courses
Outreach
2019
-
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
-
LectureAhmad, Kashif; Pogorelov, Konstantin; Ullah, Mohib; Riegler, Michael; Conci, Nicola; Langguth, Johannes. (2019) Multi-Modal Machine Learning for Flood Detection in News, Social Media and Satellite Sequences. MediaEval Benchmarking Initiative for Multimedia Evaluation , Sophia Antipolis 2019-10-27 - 2019-10-31
2017
-
PosterUllah, 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