Farid Boussaïd

ORCID

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 83

Top Venues

Publications

Ashkan Taghipour, Morteza Ghahremani, Mohammed Bennamoun, Aref Miri Rekavandi, Hamid Laga, Farid Boussaïd
Box It to Bind It: Unified Layout Control and Attribute Binding in T2I Diffusion Models. CoRR (2024)
Qiang Han, Farid Boussaïd, Mohammed Bennamoun
Model Predictive Control-Based Reinforcement Learning. ISCAS (2024)
Lian Xu, Mohammed Bennamoun, Farid Boussaïd, Wanli Ouyang, Ferdous Sohel, Dan Xu
Auxiliary Tasks Enhanced Dual-affinity Learning for Weakly Supervised Semantic Segmentation. CoRR (2024)
Deyin Liu, Lin Yuanbo Wu, Bo Li, Farid Boussaïd, Mohammed Bennamoun, Xianghua Xie, Chengwu Liang
Jacobian norm with Selective Input Gradient Regularization for interpretable adversarial defense. Pattern Recognit. 145 (2024)
Ashkan Taghipour, Morteza Ghahremani, Mohammed Bennamoun, Aref Miri Rekavandi, Zinuo Li, Hamid Laga, Farid Boussaïd
Faster Image2Video Generation: A Closer Look at CLIP Image Embedding's Impact on Spatio-Temporal Cross-Attentions. CoRR (2024)
Yanbin Liu, Girish Dwivedi, Farid Boussaïd, Mohammed Bennamoun
3D Brain and Heart Volume Generative Models: A Survey. ACM Comput. Surv. 56 (6) (2024)
Aref Miri Rekavandi, Farid Boussaïd, Abd-Krim Seghouane, Mohammed Bennamoun
B-Pose: Bayesian Deep Network for Camera 6-DoF Pose Estimation From RGB Images. IEEE Robotics Autom. Lett. 8 (10) (2023)
Adnan Qayyum, Inaam Ilahi, Fahad Shamshad, Farid Boussaïd, Mohammed Bennamoun, Junaid Qadir
Untrained Neural Network Priors for Inverse Imaging Problems: A Survey. IEEE Trans. Pattern Anal. Mach. Intell. 45 (5) (2023)
Lian Xu, Mohammed Bennamoun, Farid Boussaïd, Wanli Ouyang, Dan Xu
Learning class-agnostic masks with cross-task refinement for weakly supervised semantic segmentation. Neural Comput. Appl. 35 (27) (2023)
Zhiheng Fu, Siyu Hong, Mengyi Liu, Hamid Laga, Mohammed Bennamoun, Farid Boussaïd, Yulan Guo
Multi-stage information diffusion for joint depth and surface normal estimation. Pattern Recognit. 141 (2023)
Aref Miri Rekavandi, Shima Rashidi, Farid Boussaïd, Stephen Hoefs, Emre Akbas, Mohammed Bennamoun
Transformers in Small Object Detection: A Benchmark and Survey of State-of-the-Art. CoRR (2023)
Yanbin Liu, Girish Dwivedi, Farid Boussaïd, Frank M. Sanfilippo, Makoto Yamada, Mohammed Bennamoun
Inflating 2D convolution weights for efficient generation of 3D medical images. Comput. Methods Programs Biomed. 240 (2023)
Lian Xu, Mohammed Bennamoun, Farid Boussaïd, Hamid Laga, Wanli Ouyang, Dan Xu
MCTformer+: Multi-Class Token Transformer for Weakly Supervised Semantic Segmentation. CoRR (2023)
Uzair Nadeem, Mohammed Bennamoun, Roberto Togneri, Ferdous Sohel, Aref Miri Rekavandi, Farid Boussaïd
Cross domain 2D-3D descriptor matching for unconstrained 6-DOF pose estimation. Pattern Recognit. 142 (2023)
Hao Tang, Aref Miri Rekavandi, Dharjinder Rooprai, Girish Dwivedi, Frank M. Sanfilippo, Farid Boussaïd, Mohammed Bennamoun
Analysis and Evaluation of Explainable Artificial Intelligence on Suicide Risk Assessment. CoRR (2023)
Dhruv Chetan Jobanputra, Mohammed Bennamoun, Farid Boussaïd, Lian Xu, Jafri Kuthubutheen
Classical approaches and new deep learning trends to assist in accurately and efficiently diagnosing ear disease from otoscopic images. EUVIP (2023)
Lian Xu, Wanli Ouyang, Mohammed Bennamoun, Farid Boussaïd, Dan Xu
Learning Multi-Modal Class-Specific Tokens for Weakly Supervised Dense Object Localization. CVPR (2023)
Wijayanti Nurul Khotimah, Mohammed Bennamoun, Farid Boussaïd, Lian Xu, David Edwards, Ferdous Sohel
MCE-ST: Classifying crop stress using hyperspectral data with a multiscale conformer encoder and spectral-based tokens. Int. J. Appl. Earth Obs. Geoinformation 118 (2023)
Deyin Liu, Lin Wu, Richang Hong, Zongyuan Ge, Jialie Shen, Farid Boussaïd, Mohammed Bennamoun
Generative Metric Learning for Adversarially Robust Open-world Person Re-Identification. ACM Trans. Multim. Comput. Commun. Appl. 19 (1) (2023)
Hoda Mohaghegh, Hossein Rahmani, Hamid Laga, Farid Boussaïd, Mohammed Bennamoun
Reinforced Learning for Label-Efficient 3D Face Reconstruction. ICRA (2023)
Aref Miri Rekavandi, Abd-Krim Seghouane, Farid Boussaïd, Mohammed Bennamoun
Extended Expectation Maximization for Under-Fitted Models. ICASSP (2023)
Lin Wu, Lingqiao Liu, Yang Wang, Zheng Zhang, Farid Boussaïd, Mohammed Bennamoun, Xianghua Xie
Learning Resolution-Adaptive Representations for Cross-Resolution Person Re-Identification. IEEE Trans. Image Process. 32 (2023)
Zhiheng Fu, Longguang Wang, Lian Xu, Zhiyong Wang, Hamid Laga, Yulan Guo, Farid Boussaïd, Mohammed Bennamoun
VAPCNet: Viewpoint-Aware 3D Point Cloud Completion. ICCV (2023)
Hoda Mohaghegh, Farid Boussaïd, Hamid Laga, Hossein Rahmani, Mohammed Bennamoun
Robust monocular 3D face reconstruction under challenging viewing conditions. Neurocomputing 520 (2023)
Lin Wu, Deyin Liu, Wenying Zhang, Dapeng Chen, Zongyuan Ge, Farid Boussaïd, Mohammed Bennamoun, Jialie Shen
Pseudo-Pair Based Self-Similarity Learning for Unsupervised Person Re-Identification. IEEE Trans. Image Process. 31 (2022)
Lian Xu, Wanli Ouyang, Mohammed Bennamoun, Farid Boussaïd, Dan Xu
Multi-class Token Transformer for Weakly Supervised Semantic Segmentation. CoRR (2022)
Yanbin Liu, Girish Dwivedi, Farid Boussaïd, Frank M. Sanfilippo, Makoto Yamada, Mohammed Bennamoun
Inflating 2D Convolution Weights for Efficient Generation of 3D Medical Images. CoRR (2022)
Laurent Valentin Jospin, Allen Antony, Lian Xu, Hamid Laga, Farid Boussaïd, Mohammed Bennamoun
Active-Passive SimStereo - Benchmarking the Cross-Generalization Capabilities of Deep Learning-based Stereo Methods. NeurIPS (2022)
Yanbin Liu, Girish Dwivedi, Farid Boussaïd, Mohammed Bennamoun
3D Brain and Heart Volume Generative Models: A Survey. CoRR (2022)
Hamid Laga, Laurent Valentin Jospin, Farid Boussaïd, Mohammed Bennamoun
A Survey on Deep Learning Techniques for Stereo-Based Depth Estimation. IEEE Trans. Pattern Anal. Mach. Intell. 44 (4) (2022)
Deyin Liu, Lin Wu, Farid Boussaïd, Mohammed Bennamoun
Improved and Interpretable Defense to Transferred Adversarial Examples by Jacobian Norm with Selective Input Gradient Regularization. CoRR (2022)
Aref Miri Rekavandi, Lian Xu, Farid Boussaïd, Abd-Krim Seghouane, Stephen Hoefs, Mohammed Bennamoun
A Guide to Image and Video based Small Object Detection using Deep Learning : Case Study of Maritime Surveillance. CoRR (2022)
Laurent Valentin Jospin, Hamid Laga, Farid Boussaïd, Wray L. Buntine, Mohammed Bennamoun
Hands-On Bayesian Neural Networks - A Tutorial for Deep Learning Users. IEEE Comput. Intell. Mag. 17 (2) (2022)
Lian Xu, Wanli Ouyang, Mohammed Bennamoun, Farid Boussaïd, Dan Xu
Multi-class Token Transformer for Weakly Supervised Semantic Segmentation. CVPR (2022)
Lin Wu, Lingqiao Liu, Yang Wang, Zheng Zhang, Farid Boussaïd, Mohammed Bennamoun
Learning Resolution-Adaptive Representations for Cross-Resolution Person Re-Identification. CoRR (2022)
Mohammed Hassanin, Abdelwahed Khamiss, Mohammed Bennamoun, Farid Boussaïd, Ibrahim Radwan
CrossFormer: Cross Spatio-Temporal Transformer for 3D Human Pose Estimation. CoRR (2022)
Laurent Valentin Jospin, Allen Antony, Lian Xu, Hamid Laga, Farid Boussaïd, Mohammed Bennamoun
Active-Passive SimStereo - Benchmarking the Cross-Generalization Capabilities of Deep Learning-based Stereo Methods. CoRR (2022)
Lin Wu, Deyin Liu, Wenying Zhang, Dapeng Chen, Zongyuan Ge, Farid Boussaïd, Mohammed Bennamoun, Jialie Shen
Pseudo-Pair based Self-Similarity Learning for Unsupervised Person Re-identification. CoRR (2022)
Wijayanti Nurul Khotimah, Farid Boussaïd, Ferdous Sohel, Lian Xu, David Edwards, Xiu Jin, Mohammed Bennamoun
SC-CAN: Spectral Convolution and Channel Attention Network for Wheat Stress Classification. Remote. Sens. 14 (17) (2022)
Laurent Valentin Jospin, Hamid Laga, Farid Boussaïd, Mohammed Bennamoun
Bayesian Learning for Disparity Map Refinement for Semi-Dense Active Stereo Vision. CoRR (2022)
Yulan Guo, Michael Choi, Kunhong Li, Farid Boussaïd, Mohammed Bennamoun
Soft Exemplar Highlighting for Cross-View Image-Based Geo-Localization. IEEE Trans. Image Process. 31 (2022)
Colin Flynn, Mohammed Bennamoun, Farid Boussaïd
Growth and evolution of deep neural networks from gene regulatory networks. GECCO Companion (2021)
Lian Xu, Hao Xue, Mohammed Bennamoun, Farid Boussaïd, Ferdous Sohel
Atrous convolutional feature network for weakly supervised semantic segmentation. Neurocomputing 421 (2021)
Cameron Hodges, Mohammed Bennamoun, Farid Boussaïd
Quantitative performance evaluation of object detectors in hazy environments. Pattern Recognit. Lett. 152 (2021)
Monica F. Danilevicz, Philipp E. Bayer, Farid Boussaïd, Mohammed Bennamoun, David Edwards
Maize Yield Prediction at an Early Developmental Stage Using Multispectral Images and Genotype Data for Preliminary Hybrid Selection. Remote. Sens. 13 (19) (2021)
Laurent Valentin Jospin, Farid Boussaïd, Hamid Laga, Mohammed Bennamoun
Generalized Closed-form Formulae for Feature-based Subpixel Alignment in Patch-based Matching. CoRR (2021)
Lian Xu, Wanli Ouyang, Mohammed Bennamoun, Farid Boussaïd, Ferdous Sohel, Dan Xu
Leveraging Auxiliary Tasks with Affinity Learning for Weakly Supervised Semantic Segmentation. ICCV (2021)
Lian Xu, Wanli Ouyang, Mohammed Bennamoun, Farid Boussaïd, Ferdous Sohel, Dan Xu
Leveraging Auxiliary Tasks with Affinity Learning for Weakly Supervised Semantic Segmentation. CoRR (2021)
Wijayanti Nurul Khotimah, Mohammed Bennamoun, Farid Boussaïd, Ferdous Sohel, David Edwards
A High-Performance Spectral-Spatial Residual Network for Hyperspectral Image Classification with Small Training Data. Remote. Sens. 12 (19) (2020)
Ammar Mahmood, Ana Giraldo Ospina, Mohammed Bennamoun, Senjian An, Ferdous Sohel, Farid Boussaïd, Renae Hovey, Robert B. Fisher, Gary A. Kendrick
Automatic Hierarchical Classification of Kelps Using Deep Residual Features. Sensors 20 (2) (2020)
Hamid Laga, Laurent Valentin Jospin, Farid Boussaïd, Mohammed Bennamoun
A Survey on Deep Learning Techniques for Stereo-based Depth Estimation. CoRR (2020)
Laurent Valentin Jospin, Wray L. Buntine, Farid Boussaïd, Hamid Laga, Mohammed Bennamoun
Hands-on Bayesian Neural Networks - a Tutorial for Deep Learning Users. CoRR (2020)
Qiuhong Ke, Mohammed Bennamoun, Hossein Rahmani, Senjian An, Ferdous Sohel, Farid Boussaïd
Learning Latent Global Network for Skeleton-Based Action Prediction. IEEE Trans. Image Process. 29 (2020)
Lian Xu, Mohammed Bennamoun, Farid Boussaïd, Ferdous Sohel
Scale-Aware Feature Network for Weakly Supervised Semantic Segmentation. IEEE Access 8 (2020)
Ammar Mahmood, Mohammed Bennamoun, Senjian An, Ferdous Sohel, Farid Boussaïd
ResFeats: Residual network based features for underwater image classification. Image Vis. Comput. 93 (2020)
Ammar Mahmood, Ana Giraldo Ospina, Mohammed Bennamoun, Senjian An, Ferdous Sohel, Farid Boussaïd, Renae Hovey, Robert B. Fisher, Gary A. Kendrick
Hierarchical Classification of Kelps utilizing Deep Residual Features. CoRR (2019)
Lian Xu, Mohammed Bennamoun, Farid Boussaïd, Senjian An, Ferdous Sohel
An Improved Approach to Weakly Supervised Semantic Segmentation. ICASSP (2019)
Lian Xu, Mohammed Bennamoun, Farid Boussaïd, Senjian An, Ferdous Sohel
Coral Classification Using DenseNet and Cross-modality Transfer Learning. IJCNN (2019)
Qiuhong Ke, Mohammed Bennamoun, Senjian An, Ferdous Ahmed Sohel, Farid Boussaïd
Learning Clip Representations for Skeleton-Based 3D Action Recognition. IEEE Trans. Image Process. 27 (6) (2018)
Lian Xu, Mohammed Bennamoun, Senjian An, Ferdous Sohel, Farid Boussaïd
Classification of Corals in Reflectance and Fluorescence Images Using Convolutional Neural Network Representations. ICASSP (2018)
Syed Afaq Ali Shah, Mohammed Bennamoun, Farid Boussaïd, Lyndon While
Evolutionary Feature Learning for 3-D Object Recognition. IEEE Access 6 (2018)
Qiuhong Ke, Mohammed Bennamoun, Senjian An, Ferdous Ahmed Sohel, Farid Boussaïd
Leveraging Structural Context Models and Ranking Score Fusion for Human Interaction Prediction. IEEE Trans. Multim. 20 (7) (2018)
Qiuhong Ke, Jun Liu, Mohammed Bennamoun, Hossein Rahmani, Senjian An, Ferdous Sohel, Farid Boussaïd
Global Regularizer and Temporal-Aware Cross-Entropy for Skeleton-Based Early Action Recognition. ACCV (4) (2018)
Qian Yu, Farid Boussaïd, Amine Bermak, Chi-Ying Tsui
Room-Temperature Dual-mode CMOS Gas-FET Sensor for Diabetes Detection. ISCAS (2018)
Senjian An, Farid Boussaïd, Mohammed Bennamoun, Ferdous Sohel
Exploiting layerwise convexity of rectifier networks with sign constrained weights. Neural Networks 105 (2018)
Qiuhong Ke, Mohammed Bennamoun, Hossein Rahmani, Senjian An, Ferdous Sohel, Farid Boussaïd
Identity Adaptation for Person Re-Identification. IEEE Access 6 (2018)
Feng Gao, Amine Bermak, Chi-Ying Tsui, Farid Boussaïd
Dual transduction Gas sensor based on a surface acoustic wave resonator. ISCAS (2017)
Moaaz Ahmed, Farid Boussaïd, Amine Bermak
An ultra low-power capacitively-coupled chopper instrumentation amplifier for wheatstone-bridge readout circuits. ISCAS (2017)
Qiuhong Ke, Senjian An, Mohammed Bennamoun, Ferdous Ahmed Sohel, Farid Boussaïd
SkeletonNet: Mining Deep Part Features for 3-D Action Recognition. IEEE Signal Process. Lett. 24 (6) (2017)
Senjian An, Farid Boussaïd, Mohammed Bennamoun, Ferdous Ahmed Sohel
Exploiting Layerwise Convexity of Rectifier Networks with Sign Constrained Weights. CoRR (2017)
Qiuhong Ke, Mohammed Bennamoun, Senjian An, Ferdous Ahmed Sohel, Farid Boussaïd
A New Representation of Skeleton Sequences for 3D Action Recognition. CVPR (2017)
Qiuhong Ke, Mohammed Bennamoun, Senjian An, Ferdous Ahmed Sohel, Farid Boussaïd
A New Representation of Skeleton Sequences for 3D Action Recognition. CoRR (2017)
Senjian An, Farid Boussaïd, Mohammed Bennamoun, Jiankun Hu
From Deep to Shallow: Transformations of Deep Rectifier Networks. CoRR (2017)
Senjian An, Mohammed Bennamoun, Farid Boussaïd
On the Compressive Power of Deep Rectifier Networks for High Resolution Representation of Class Boundaries. CoRR (2017)
Syed Afaq Ali Shah, Mohammed Bennamoun, Farid Boussaïd
Keypoints-based surface representation for 3D modeling and 3D object recognition. Pattern Recognit. 64 (2017)
Qiuhong Ke, Mohammed Bennamoun, Senjian An, Farid Boussaïd, Ferdous Ahmed Sohel
Spatial, Structural and Temporal Feature Learning for Human Interaction Prediction. CoRR (2016)
Ammar Mahmood, Mohammed Bennamoun, Senjian An, Ferdous Ahmed Sohel, Farid Boussaïd, Renae Hovey, Gary A. Kendrick, Robert B. Fisher
Coral classification with hybrid feature representations. ICIP (2016)
S. Elaiwat, Mohammed Bennamoun, Farid Boussaïd
A spatio-temporal RBM-based model for facial expression recognition. Pattern Recognit. 49 (2016)
Syed Afaq Ali Shah, Mohammed Bennamoun, Farid Boussaïd
Iterative deep learning for image set based face and object recognition. Neurocomputing 174 (2016)
S. Elaiwat, Mohammed Bennamoun, Farid Boussaïd
A semantic RBM-based model for image set classification. Neurocomputing 205 (2016)
Jiaqi Chen, Xiaofang Pan, Farid Boussaïd, Amine Bermak, Zhiyong Fan
A hierarchical ZnO nanostructure gas sensor for human breath-level acetone detection. ISCAS (2016)
Syed Afaq Ali Shah, Mohammed Bennamoun, Farid Boussaïd
A novel feature representation for automatic 3D object recognition in cluttered scenes. Neurocomputing 205 (2016)
Qiuhong Ke, Mohammed Bennamoun, Senjian An, Farid Boussaïd, Ferdous Ahmed Sohel
Human Interaction Prediction Using Deep Temporal Features. ECCV Workshops (2) (2016)
Syed Afaq Ali Shah, Mohammed Bennamoun, Farid Boussaïd
A novel 3D vorticity based approach for automatic registration of low resolution range images. Pattern Recognit. 48 (9) (2015)
Senjian An, Farid Boussaïd, Mohammed Bennamoun, Ferdous Ahmed Sohel
Quantitative Error Analysis of Bilateral Filtering. IEEE Signal Process. Lett. 22 (2) (2015)
Senjian An, Munawar Hayat, Salman H. Khan, Mohammed Bennamoun, Farid Boussaïd, Ferdous Ahmed Sohel
Contractive Rectifier Networks for Nonlinear Maximum Margin Classification. ICCV (2015)
Lyndon White, Lyndon While, Ben Deeks, Farid Boussaïd
Transistor Sizing Using Particle Swarm Optimisation. SSCI (2015)
ShaoHua Lu, Farid Boussaïd
An Inductorless Self-Controlled Rectifier for Piezoelectric Energy Harvesting. Sensors 15 (11) (2015)
Syed Afaq Ali Shah, Mohammed Bennamoun, Farid Boussaïd
Automatic 3D face landmark localization based on 3D vector field analysis. IVCNZ (2015)
S. Elaiwat, Mohammed Bennamoun, Farid Boussaïd, Amar A. El-Sallam
A Curvelet-based approach for textured 3D face recognition. Pattern Recognit. 48 (4) (2015)
Senjian An, Farid Boussaïd, Mohammed Bennamoun
How Can Deep Rectifier Networks Achieve Linear Separability and Preserve Distances? ICML (2015)
Senjian An, Qiuhong Ke, Mohammed Bennamoun, Farid Boussaïd, Ferdous Ahmed Sohel
Sign Constrained Rectifier Networks with Applications to Pattern Decompositions. ECML/PKDD (1) (2015)
Syed Afaq Ali Shah, Mohammed Bennamoun, Farid Boussaïd
Performance Evaluation of 3D Local Surface Descriptors for Low and High Resolution Range Image Registration. DICTA (2014)
Xiaoxiao Zhang, Farid Boussaïd, Amine Bermak
32 Bit ×32 Bit Multiprecision Razor-Based Dynamic Voltage Scaling Multiplier With Operands Scheduler. IEEE Trans. Very Large Scale Integr. Syst. 22 (4) (2014)
Jithin Sankar Sankaran Kutty, Farid Boussaïd, Abbes Amira
A high speed configurable FPGA architecture for bilateral filtering. ICIP (2014)
Syed Afaq Ali Shah, Mohammed Bennamoun, Farid Boussaïd, Amar A. El-Sallam
A Novel Local Surface Description for Automatic 3D Object Recognition in Low Resolution Cluttered Scenes. ICCV Workshops (2013)
ShaoHua Lu, Farid Boussaïd, Man-Kay Law
Efficient parallel-SSHI interface circuit for piezoelectric energy harvesting. NEWCAS (2013)
Syed Afaq Ali Shah, Mohammed Bennamoun, Farid Boussaïd, Amar A. El-Sallam
3D-Div: A novel local surface descriptor for feature matching and pairwise range image registration. ICIP (2013)
Jithin Sankar Sankaran Kutty, Farid Boussaïd, Abbes Amira
A high speed configurable FPGA architecture for k-mean clustering. ISCAS (2013)
Jaber Hassan J. Al Yamani, Farid Boussaïd, Amine Bermak, Dominique Martinez
Experimental evaluation of latency coding for gas recognition. IDT (2013)

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Publication Activity (10 Years)

Top Topics

Top Venues

Farid Boussaïd