Mohammed Bennamoun

Research interests

Publications

• Biometrics recognition using deep learning: a survey

  Artificial Intelligence Review · 2023 · 10.1007/s10462-022-10237-x

• Training Spiking Neural Networks Using Lessons From Deep Learning

  Proceedings of the IEEE · 2023 · 10.1109/jproc.2023.3308088

• Multi-class Token Transformer for Weakly Supervised Semantic Segmentation

  2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · https://doi.org/10.1109/cvpr52688.2022.00427

• Human Action Recognition From Various Data Modalities: A Review

  IEEE Transactions on Pattern Analysis and Machine Intelligence · 2022 · 10.1109/tpami.2022.3183112

• Hands-On Bayesian Neural Networks—A Tutorial for Deep Learning Users

  IEEE Computational Intelligence Magazine · 2022 · 10.1109/mci.2022.3155327

• A Survey on Deep Learning Techniques for Stereo-Based Depth Estimation

  IEEE Transactions on Pattern Analysis and Machine Intelligence · 2020 · 10.1109/tpami.2020.3032602

• Deep Learning for 3D Point Clouds: A Survey

  IEEE Transactions on Pattern Analysis and Machine Intelligence · 2020 · 10.1109/tpami.2020.3005434

• Image-Based 3D Object Reconstruction: State-of-the-Art and Trends in the Deep Learning Era

  IEEE Transactions on Pattern Analysis and Machine Intelligence · 2019 · 10.1109/tpami.2019.2954885

• Learning Clip Representations for Skeleton-Based 3D Action Recognition

  IEEE Transactions on Image Processing · 2018 · 10.1109/tip.2018.2812099

• A Guide to Convolutional Neural Networks for Computer Vision

  Synthesis lectures on computer vision · 2018 · 10.2200/s00822ed1v01y201712cov015

• A Guide to Convolutional Neural Networks for Computer Vision

  Synthesis lectures on computer vision · 2018 · 10.1007/978-3-031-01821-3

• A New Representation of Skeleton Sequences for 3D Action Recognition

  · 2017 · 10.1109/cvpr.2017.486

• A New Representation of Skeleton Sequences for 3D Action Recognition

  · 2017 · 10.1109/cvpr.2017.486

• Forest Change Detection in Incomplete Satellite Images With Deep Neural Networks

  IEEE Transactions on Geoscience and Remote Sensing · 2017 · 10.1109/tgrs.2017.2707528

• Cost-Sensitive Learning of Deep Feature Representations From Imbalanced Data

  IEEE Transactions on Neural Networks and Learning Systems · 2017 · 10.1109/tnnls.2017.2732482

• Learning Spatiotemporal Features Using 3DCNN and Convolutional LSTM for Gesture Recognition

  · 2017 · 10.1109/iccvw.2017.369

• Cost-Sensitive Learning of Deep Feature Representations From Imbalanced Data

  IEEE Transactions on Neural Networks and Learning Systems · 2017 · 10.1109/tnnls.2017.2732482

• A New Representation of Skeleton Sequences for 3D Action Recognition

  · 2017 · 10.1109/cvpr.2017.486

• Cost-Sensitive Learning of Deep Feature Representations From Imbalanced Data

  IEEE Transactions on Neural Networks and Learning Systems · 2017 · 10.1109/tnnls.2017.2732482

• A Comprehensive Performance Evaluation of 3D Local Feature Descriptors

  International Journal of Computer Vision · 2015 · 10.1007/s11263-015-0824-y

• Automatic Shadow Detection and Removal from a Single Image

  IEEE Transactions on Pattern Analysis and Machine Intelligence · 2015 · 10.1109/tpami.2015.2462355

• 3D Object Recognition in Cluttered Scenes with Local Surface Features: A Survey

  IEEE Transactions on Pattern Analysis and Machine Intelligence · 2014 · 10.1109/tpami.2014.2316828

• Trends in Computer-Aided Manufacturing in Prosthodontics: A Review of the Available Streams

  International Journal of Dentistry · 2014 · 10.1155/2014/783948

• Rotational Projection Statistics for 3D Local Surface Description and Object Recognition

  International Journal of Computer Vision · 2013 · 10.1007/s11263-013-0627-y

• Rotational projection statistics for 3D local surface description and object recognition

  · 2013

• Rotational projection statistics for 3D local surface description and object recognition

  · 2013

• Rotational Projection Statistics for 3D Local Surface Description and Object Recognition

  International Journal of Computer Vision · 2013 · 10.1007/s11263-013-0627-y

• Rotational projection statistics for 3D local surface description and object recognition

  · 2013

• Rotational Projection Statistics for 3D Local Surface Description and Object Recognition

  International Journal of Computer Vision · 2013 · 10.1007/s11263-013-0627-y

• Ontology learning from text

  ACM Computing Surveys · 2012 · 10.1145/2333112.2333115

• Linear Regression for Face Recognition

  IEEE Transactions on Pattern Analysis and Machine Intelligence · 2010 · 10.1109/tpami.2010.128

• On the Repeatability and Quality of Keypoints for Local Feature-based 3D Object Retrieval from Cluttered Scenes

  International Journal of Computer Vision · 2009 · 10.1007/s11263-009-0296-z

• An Efficient Multimodal 2D-3D Hybrid Approach to Automatic Face Recognition

  IEEE Transactions on Pattern Analysis and Machine Intelligence · 2007 · 10.1109/tpami.2007.1105

• Keypoint Detection and Local Feature Matching for Textured 3D Face Recognition

  International Journal of Computer Vision · 2007 · 10.1007/s11263-007-0085-5

• Three-Dimensional Model-Based Object Recognition and Segmentation in Cluttered Scenes

  IEEE Transactions on Pattern Analysis and Machine Intelligence · 2006 · 10.1109/tpami.2006.213

• A Novel Representation and Feature Matching Algorithm for Automatic Pairwise Registration of Range Images

  International Journal of Computer Vision · 2005 · 10.1007/s11263-005-3221-0

Current projects

No projects listed.