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Hamid Laga
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Publications
- 2023
- [j37]Hoda Mohaghegh, Farid Boussaïd, Hamid Laga, Hossein Rahmani, Mohammed Bennamoun:
Robust monocular 3D face reconstruction under challenging viewing conditions. Neurocomputing 520: 82-93 (2023) - [j35]Hamid Laga, Marcel Padilla, Ian H. Jermyn, Sebastian Kurtek, Mohammed Bennamoun, Anuj Srivastava:
4D Atlas: Statistical Analysis of the Spatiotemporal Variability in Longitudinal 3D Shape Data. IEEE Trans. Pattern Anal. Mach. Intell. 45(2): 1335-1352 (2023) - [j34]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: 109660 (2023) - [c43]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: 12074-12084 - [c42]Hoda Mohaghegh, Hossein Rahmani, Hamid Laga, Farid Boussaïd, Mohammed Bennamoun:
Reinforced Learning for Label-Efficient 3D Face Reconstruction. ICRA 2023: 6028-6034 - [d1]Laurent Valentin Jospin, Hamid Laga, Farid Boussaïd, Mohammed Bennamoun:
Active-Passive SimStereo. IEEE DataPort, 2023 - [i19]Lian Xu, Mohammed Bennamoun, Farid Boussaïd, Hamid Laga, Wanli Ouyang, Dan Xu:
MCTformer+: Multi-Class Token Transformer for Weakly Supervised Semantic Segmentation. CoRR abs/2308.03005 (2023) - 2022
- [j31]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): 29-48 (2022) - [j29]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): 1738-1764 (2022) - [c41]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 - [i18]Laurent Valentin Jospin, Hamid Laga, Farid Boussaïd, Mohammed Bennamoun:
Bayesian Learning for Disparity Map Refinement for Semi-Dense Active Stereo Vision. CoRR abs/2209.05082 (2022) - [i17]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 abs/2209.08305 (2022) - 2021
- [j28]Md. Zakir Hossain, Ferdous Sohel, Mohd Fairuz Shiratuddin, Hamid Laga, Mohammed Bennamoun:
Text to Image Synthesis for Improved Image Captioning. IEEE Access 9: 64918-64928 (2021) - [j25]Xian-Feng Han, Hamid Laga, Mohammed Bennamoun:
Image-Based 3D Object Reconstruction: State-of-the-Art and Trends in the Deep Learning Era. IEEE Trans. Pattern Anal. Mach. Intell. 43(5): 1578-1604 (2021) - [i16]Hamid Laga, Marcel Padilla, Ian H. Jermyn, Sebastian Kurtek, Mohammed Bennamoun, Anuj Srivastava:
4D Atlas: Statistical Analysis of the Spatiotemporal Variability in Longitudinal 3D Shape Data. CoRR abs/2101.09403 (2021) - [i12]Laurent Valentin Jospin, Farid Boussaïd, Hamid Laga, Mohammed Bennamoun:
Generalized Closed-form Formulae for Feature-based Subpixel Alignment in Patch-based Matching. CoRR abs/2112.00941 (2021) - 2020
- [i10]Hamid Laga, Laurent Valentin Jospin, Farid Boussaïd, Mohammed Bennamoun:
A Survey on Deep Learning Techniques for Stereo-based Depth Estimation. CoRR abs/2006.02535 (2020) - [i9]Laurent Valentin Jospin, Wray L. Buntine, Farid Boussaïd, Hamid Laga, Mohammed Bennamoun:
Hands-on Bayesian Neural Networks - a Tutorial for Deep Learning Users. CoRR abs/2007.06823 (2020) - 2019
- [c38]Md. Zakir Hossain, Ferdous Sohel, Mohd Fairuz Shiratuddin, Hamid Laga, Mohammed Bennamoun:
Bi-SAN-CAP: Bi-Directional Self-Attention for Image Captioning. DICTA 2019: 1-7 - [c36]Md. Zakir Hossain, Ferdous Sohel, Mohd Fairuz Shiratuddin, Hamid Laga, Mohammed Bennamoun:
Attention-Based Image Captioning Using DenseNet Features. ICONIP (5) 2019: 109-117 - [i5]Xian-Feng Han, Hamid Laga, Mohammed Bennamoun:
Image-based 3D Object Reconstruction: State-of-the-Art and Trends in the Deep Learning Era. CoRR abs/1906.06543 (2019) - [i4]Isaac Ronald Ward, Hamid Laga, Mohammed Bennamoun:
RGB-D image-based Object Detection: from Traditional Methods to Deep Learning Techniques. CoRR abs/1907.09236 (2019)
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