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A. Ben Hamza
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Publications
- 2024
- [c57]Hasib Zunair, A. Ben Hamza:
Learning to Recognize Occluded and Small Objects with Partial Inputs. WACV 2024: 664-673 - [i26]Hasib Zunair, Md. Shakib Khan, A. Ben Hamza:
RSUD20K: A Dataset for Road Scene Understanding In Autonomous Driving. CoRR abs/2401.07322 (2024) - 2023
- [i21]Hasib Zunair, A. Ben Hamza:
Learning to recognize occluded and small objects with partial inputs. CoRR abs/2310.18517 (2023) - 2022
- [c55]Hasib Zunair, Abdessamad Ben Hamza:
Masked Supervised Learning for Semantic Segmentation. BMVC 2022: 417 - [c54]Hasib Zunair, Yan Gobeil, Samuel Mercier, Abdessamad Ben Hamza:
Fill in Fabrics: Body-Aware Self-Supervised Inpainting for Image-Based Virtual Try-On. BMVC 2022: 418 - [i18]Hasib Zunair, Yan Gobeil, Samuel Mercier, Abdessamad Ben Hamza:
Fill in Fabrics: Body-Aware Self-Supervised Inpainting for Image-Based Virtual Try-On. CoRR abs/2210.00918 (2022) - [i17]Hasib Zunair, A. Ben Hamza:
Masked Supervised Learning for Semantic Segmentation. CoRR abs/2210.00923 (2022) - 2021
- [j60]Hasib Zunair, A. Ben Hamza:
Sharp U-Net: Depthwise convolutional network for biomedical image segmentation. Comput. Biol. Medicine 136: 104699 (2021) - [j57]Hasib Zunair, A. Ben Hamza:
Synthesis of COVID-19 chest X-rays using unpaired image-to-image translation. Soc. Netw. Anal. Min. 11(1): 23 (2021) - [j55]Ruchika Verma, Neeraj Kumar, Abhijeet Patil, Nikhil Cherian Kurian, Swapnil Rane, Simon Graham, Quoc Dang Vu, Mieke Zwager, Shan-E-Ahmed Raza, Nasir M. Rajpoot, Xiyi Wu, Huai Chen, Yijie Huang, Lisheng Wang, Hyun Jung, G. Thomas Brown, Yanling Liu, Shuolin Liu, Seyed Alireza Fatemi Jahromi, Ali Asghar Khani, Ehsan Montahaei, Mahdieh Soleymani Baghshah, Hamid Behroozi, Pavel Semkin, Alexandr Rassadin, Prasad Dutande, Romil Lodaya, Ujjwal Baid, Bhakti Baheti, Sanjay N. Talbar, Amirreza Mahbod, Rupert Ecker, Isabella Ellinger, Zhipeng Luo, Bin Dong, Zhengyu Xu, Yuehan Yao, Shuai Lv, Ming Feng, Kele Xu, Hasib Zunair, Abdessamad Ben Hamza, Steven M. Smiley, Tang-Kai Yin, Qi-Rui Fang, Shikhar Srivastava, Dwarikanath Mahapatra, Lubomira Trnavska, Hanyun Zhang, Priya Lakshmi Narayanan, Justin Law, Yinyin Yuan, Abhiroop Tejomay, Aditya Mitkari, Dinesh Koka, Vikas Ramachandra, Lata Kini, Amit Sethi:
MoNuSAC2020: A Multi-Organ Nuclei Segmentation and Classification Challenge. IEEE Trans. Medical Imaging 40(12): 3413-3423 (2021) - [c52]Hasib Zunair, Yan Gobeil, Samuel Mercier, Abdessamad Ben Hamza:
STAR: Noisy Semi-Supervised Transfer Learning for Visual Classification. MMSports@MM 2021: 25-33 - [i15]Hasib Zunair, A. Ben Hamza:
Synthetic COVID-19 Chest X-ray Dataset for Computer-Aided Diagnosis. CoRR abs/2106.09759 (2021) - [i14]Hasib Zunair, A. Ben Hamza:
Sharp U-Net: Depthwise Convolutional Network for Biomedical Image Segmentation. CoRR abs/2107.12461 (2021) - [i13]Hasib Zunair, Yan Gobeil, Samuel Mercier, A. Ben Hamza:
STAR: Noisy Semi-Supervised Transfer Learning for Visual Classification. CoRR abs/2108.08362 (2021) - 2020
- [i11]David Pickup, Xianfang Sun, Paul L. Rosin, Ralph R. Martin, Z. Cheng, Zhouhui Lian, Masaki Aono, A. Ben Hamza, Alexander M. Bronstein, Michael M. Bronstein, S. Bu, Umberto Castellani, S. Cheng, Valeria Garro, Andrea Giachetti, Afzal Godil, Luca Isaia, J. Han, Henry Johan, Long Lai, Bo Li, Chunyuan Li, Haisheng Li, Roee Litman, X. Liu, Z. Liu, Yijuan Lu, Li Sun, Gary K. L. Tam, Atsushi Tatsuma, Jianbo Ye:
Shape retrieval of non-rigid 3d human models. CoRR abs/2003.08763 (2020) - [i10]Hasib Zunair, A. Ben Hamza:
Melanoma Detection using Adversarial Training and Deep Transfer Learning. CoRR abs/2004.06824 (2020) - [i9]Hasib Zunair, A. Ben Hamza:
Synthesis of COVID-19 Chest X-rays using Unpaired Image-to-Image Translation. CoRR abs/2010.10266 (2020) - 2017
- [j48]Mohammed Khader, Emanuele Schiavi, A. Ben Hamza:
A multicomponent approach to nonrigid registration of diffusion tensor images. Appl. Intell. 46(2): 241-253 (2017) - [j46]Majid Masoumi, A. Ben Hamza:
Shape classification using spectral graph wavelets. Appl. Intell. 47(4): 1256-1269 (2017) - [j45]Majid Masoumi, A. Ben Hamza:
Spectral shape classification: A deep learning approach. J. Vis. Commun. Image Represent. 43: 198-211 (2017) - [c50]Silvia Biasotti, Elia Moscoso Thompson, Masaki Aono, A. Ben Hamza, Benjamin Bustos, Shuilong Dong, Bowen Du, Amin Fehri, Haisheng Li, Frederico A. Limberger, Majid Masoumi, Mahsa Rezaei, Ivan Sipiran, Li Sun, Atsushi Tatsuma, Santiago Velasco-Forero, Richard C. Wilson, Yujuan Wu, Junjie Zhang, Tianyu Zhao, Francesco Fornasa, Andrea Giachetti:
Retrieval of Surfaces with Similar Relief Patterns. 3DOR@Eurographics 2017 - [c49]Emanuele Rodolà, Luca Cosmo, Or Litany, Michael M. Bronstein, Alexander M. Bronstein, Nicolas Audebert, A. Ben Hamza, Alexandre Boulch, Umberto Castellani, Minh N. Do, Duc Anh Duong, Takahiko Furuya, Andrea Gasparetto, Y. Hong, J. Kim, Bertrand Le Saux, Roee Litman, Majid Masoumi, Giorgia Minello, Hai-Dang Nguyen, V.-T. Nguyen, Ryutarou Ohbuchi, Viet-Khoi Pham, Thuyen V. Phan, M. Rezaei, Andrea Torsello, Minh-Triet Tran, Q. T. Tran, Bao Truong, L. Wan, Changqing Zou:
Deformable Shape Retrieval with Missing Parts. 3DOR@Eurographics 2017 - [i4]Majid Masoumi, A. Ben Hamza:
Shape Classification using Spectral Graph Wavelets. CoRR abs/1705.06250 (2017) - [i3]Majid Masoumi, A. Ben Hamza:
Global spectral graph wavelet signature for surface analysis of carpal bones. CoRR abs/1709.02782 (2017) - 2016
- [j44]Waleed Mohamed, A. Ben Hamza:
Deformable 3d shape retrieval using a spectral geometric descriptor. Appl. Intell. 45(2): 213-229 (2016) - [j43]Wei Wan, Jamal Bentahar, Hamdi Yahyaoui, Abdessamad Ben Hamza:
Verifying concurrent probabilistic systems using probabilistic-epistemic logic specifications. Appl. Intell. 45(3): 747-776 (2016) - [j42]David Pickup, Xianfang Sun, Paul L. Rosin, Ralph R. Martin, Z. Cheng, Zhouhui Lian, Masaki Aono, A. Ben Hamza, Alexander M. Bronstein, Michael M. Bronstein, S. Bu, Umberto Castellani, S. Cheng, Valeria Garro, Andrea Giachetti, Afzal Godil, Luca Isaia, J. Han, Henry Johan, L. Lai, Bo Li, Chen-Feng Li, Haisheng Li, Roee Litman, X. Liu, Z. Liu, Yijuan Lu, Li Sun, Gary K. L. Tam, Atsushi Tatsuma, Jianbo Ye:
Shape Retrieval of Non-rigid 3D Human Models. Int. J. Comput. Vis. 120(2): 169-193 (2016) - [j38]Majid Masoumi, Chunyuan Li, A. Ben Hamza:
A spectral graph wavelet approach for nonrigid 3D shape retrieval. Pattern Recognit. Lett. 83: 339-348 (2016) - [j37]Silvia Biasotti, Andrea Cerri, Masaki Aono, A. Ben Hamza, Valeria Garro, Andrea Giachetti, Daniela Giorgi, Afzal Godil, C. Li, Chika Sanada, Michela Spagnuolo, Atsushi Tatsuma, Santiago Velasco-Forero:
Retrieval and classification methods for textured 3D models: a comparative study. Vis. Comput. 32(2): 217-241 (2016) - 2015
- [j36]Ali Mosleh, Nizar Bouguila, A. Ben Hamza:
Image and video spatial super-resolution via bandlet-based sparsity regularization and structure tensor. Signal Process. Image Commun. 30: 137-146 (2015) - [i1]Mohammed Khader, A. Ben Hamza:
A Multicomponent Approach to Nonrigid Registration of Diffusion Tensor Images. CoRR abs/1504.01800 (2015) - 2014
- [j35]Ali Mosleh, Nizar Bouguila, A. Ben Hamza:
Bandlet-based sparsity regularization in video inpainting. J. Vis. Commun. Image Represent. 25(5): 855-863 (2014) - [j34]Chunyuan Li, A. Ben Hamza:
Spatially aggregating spectral descriptors for nonrigid 3D shape retrieval: a comparative survey. Multim. Syst. 20(3): 253-281 (2014) - [j33]Chunyuan Li, A. Ben Hamza:
Symmetry discovery and retrieval of nonrigid 3D shapes using geodesic skeleton paths. Multim. Tools Appl. 72(2): 1027-1047 (2014) - [j31]Chunyuan Li, A. Ben Hamza, Nizar Bouguila, Xinhong Wang, Fanhua Ming, Guohua Xiao:
Online redundant image elimination and its application to wireless capsule endoscopy. Signal Image Video Process. 8(8): 1497-1506 (2014) - [j30]Anis Kacem, A. Ben Hamza:
A Finite Volume Framework for Geometric Surface Processing. J. Signal Process. Syst. 76(1): 63-75 (2014) - [c48]Andrea Giachetti, E. Mazzi, Francesco Piscitelli, Masaki Aono, A. Ben Hamza, Thomas Bonis, Peter Claes, Afzal Godil, Chunyuan Li, Maks Ovsjanikov, Viorica Patraucean, Chang Shu, J. Snyders, Paul Suetens, Atsushi Tatsuma, Dirk Vandermeulen, Stefanie Wuhrer, Pengcheng Xi:
Automatic Location of Landmarks used in Manual Anthropometry. 3DOR@Eurographics 2014: 93-100 - [c47]David Pickup, Xianfang Sun, Paul L. Rosin, Ralph R. Martin, Z. Cheng, Zhouhui Lian, Masaki Aono, Abdessamad Ben Hamza, Alexander M. Bronstein, Michael M. Bronstein, S. Bu, Umberto Castellani, S. Cheng, Valeria Garro, Andrea Giachetti, Afzal Godil, J. Han, Henry Johan, L. Lai, Bo Li, C. Li, Haisheng Li, Roee Litman, X. Liu, Z. Liu, Yijuan Lu, Atsushi Tatsuma, Jianbo Ye:
Shape Retrieval of Non-Rigid 3D Human Models. 3DOR@Eurographics 2014: 101-110 - [c46]Silvia Biasotti, Andrea Cerri, Mostafa Abdelrahman, Masaki Aono, Abdessamad Ben Hamza, Moumen T. El-Melegy, Aly A. Farag, Valeria Garro, Andrea Giachetti, Daniela Giorgi, Afzal Godil, C. Li, Yong-Jin Liu, H. Y. Martono, Chika Sanada, Atsushi Tatsuma, Santiago Velasco-Forero, Chunxu Xu:
Retrieval and Classification on Textured 3D Models. 3DOR@Eurographics 2014: 111-120 - 2013
- [j29]Chunyuan Li, A. Ben Hamza:
Intrinsic spatial pyramid matching for deformable 3D shape retrieval. Int. J. Multim. Inf. Retr. 2(4): 261-271 (2013) - [j28]Wei Wan, Jamal Bentahar, Abdessamad Ben Hamza:
Model checking epistemic-probabilistic logic using probabilistic interpreted systems. Knowl. Based Syst. 50: 279-295 (2013) - [j27]Ali Mosleh, Nizar Bouguila, Abdessamad Ben Hamza:
Automatic Inpainting Scheme for Video Text Detection and Removal. IEEE Trans. Image Process. 22(11): 4460-4472 (2013) - [j26]Chunyuan Li, A. Ben Hamza:
A multiresolution descriptor for deformable 3D shape retrieval. Vis. Comput. 29(6-8): 513-524 (2013) - [c45]Anis Kacem, Waleed Mohamed, A. Ben Hamza:
Spectral Geometric Descriptor for Deformable 3D Shape Matching and Retrieval. ICIAR 2013: 181-188 - 2012
- [j25]Mohammed Khader, A. Ben Hamza:
An information-theoretic method for multimodality medical image registration. Expert Syst. Appl. 39(5): 5548-5556 (2012) - [j24]Chunyuan Li, A. Ben Hamza:
Fast shape retrieval using a graph theoretic approach. Int. J. Multim. Inf. Retr. 1(4): 239-248 (2012) - [j23]Ali Mosleh, Nizar Bouguila, A. Ben Hamza:
Video Completion Using Bandlet Transform. IEEE Trans. Multim. 14(6): 1591-1601 (2012) - [j22]Waleed Mohamed, A. Ben Hamza:
Reeb graph path dissimilarity for 3D object matching and retrieval. Vis. Comput. 28(3): 305-318 (2012) - [c44]Ali Mosleh, Nizar Bouguila, A. Ben Hamza:
Image Text Detection Using a Bandlet-Based Edge Detector and Stroke Width Transform. BMVC 2012: 1-12 - [c43]Anis Kacem, A. Ben Hamza:
Fast Surface Denoising Using Finite Volumes of the Dual Mesh. CRV 2012: 70-77 - [c42]Wei Wan, Jamal Bentahar, Abdessamad Ben Hamza:
Quantitative Model Checking of Knowledge. SoMeT 2012: 91-107 - 2011
- [j20]Khaled Tarmissi, A. Ben Hamza:
Multivariate kernel diffusion for surface denoising. Signal Image Video Process. 5(2): 191-201 (2011) - [j19]Mohammed Khader, A. Ben Hamza:
Nonrigid Image Registration Using an Entropic Similarity. IEEE Trans. Inf. Technol. Biomed. 15(5): 681-690 (2011) - [c41]Chunyuan Li, Changxin Gao, Sirui Xing, Abdessamad Ben Hamza:
Fast Shape Re-ranking with Neighborhood Induced Similarity Measure. CAIP (1) 2011: 261-268 - [c40]Ali Mosleh, Nizar Bouguila, Abdessamad Ben Hamza:
A video completion method based on bandlet transform. ICME 2011: 1-6 - [c39]Wei Wan, Jamal Bentahar, Abdessamad Ben Hamza:
Model Checking Epistemic and Probabilistic Properties of Multi-agent Systems. IEA/AIE (2) 2011: 68-78 - [c38]Chunyuan Li, A. Ben Hamza:
Skeleton Path Based Approach for Nonrigid 3D Shape Analysis and Retrieval. IWCIA 2011: 84-95 - [c37]Mohammed Khader, A. Ben Hamza:
An Entropy-Based Technique for Nonrigid Medical Image Alignment. IWCIA 2011: 444-455 - 2010
- [j18]Khaled M. Gharaibeh, Mohammed Malkawi, A. Ben Hamza:
An interactive simulation tool for image registration education. Comput. Appl. Eng. Educ. 18(2): 225-237 (2010) - [j16]Emad E. Abdallah, A. Ben Hamza, Prabir Bhattacharya:
Video watermarking using wavelet transform and tensor algebra. Signal Image Video Process. 4(2): 233-245 (2010) - [c36]Waleed Mohamed, A. Ben Hamza:
Retrieving Articulated 3D Objects Using Normalized Distance Function. AMDO 2010: 21-30 - [c34]Waleed Mohamed, A. Ben Hamza, Khaled M. Gharaibeh:
Graph-Theoretic Image Alignment Using Topological Features. CompIMAGE 2010: 199-209 - [c33]Mohammed Khader, A. Ben Hamza, Prabir Bhattacharya:
Multimodality Image Alignment Using Information-Theoretic Approach. ICIAR (2) 2010: 30-39 - [c31]Wei Wan, Jamal Bentahar, Abdessamad Ben Hamza:
Modeling and Verifying Agent-Based Communities of Web Services. IEA/AIE (2) 2010: 418-427 - 2009
- [j13]Khaled Tarmissi, A. Ben Hamza:
Information-theoretic hashing of 3D objects using spectral graph theory. Expert Syst. Appl. 36(5): 9409-9414 (2009) - [j12]Emad E. Abdallah, A. Ben Hamza, Prabir Bhattacharya:
Watermarking 3D models using spectral mesh compression. Signal Image Video Process. 3(4): 375-389 (2009) - [c30]Waleed Mohamed, A. Ben Hamza:
Nonextensive Entropic Image Registration. ICIAR 2009: 116-125 - [c29]Khaled Tarmissi, Abdessamad Ben Hamza:
Feature-preserving kernel diffusion for surface denoising. ICIP 2009: 2973-2976 - [c28]Khaled Tarmissi, A. Ben Hamza:
Geometric Mesh Denoising via Multivariate Kernel Diffusion. MIRAGE 2009: 23-33 - 2008
- [c27]Emad E. Abdallah, A. Ben Hamza, Prabir Bhattacharya:
Robust 3D Watermarking Technique Using Eigendecomposition and Nonnegative Matrix Factorization. ICIAR 2008: 253-262 - [c25]Waleed Mohamed, Ying Zhang, Abdessamad Ben Hamza, Nizar Bouguila:
Stochastic optimization approach for entropic image alignment. ISIT 2008: 2126-2130 - 2007
- [j11]Emad E. Abdallah, A. Ben Hamza, Prabir Bhattacharya:
Improved image watermarking scheme using fast Hadamard and discrete wavelet transforms. J. Electronic Imaging 16(3): 033020 (2007) - [j10]Ying Zhang, A. Ben Hamza:
Vertex-Based Diffusion for 3-D Mesh Denoising. IEEE Trans. Image Process. 16(4): 1036-1045 (2007) - [c24]Yan Luo, Torsten Bergander, A. Ben Hamza:
Software Reliability Growth Modelling using aWeighted Laplace Test Statistic. COMPSAC (2) 2007: 305-312 - [c23]Emad E. Abdallah, A. Ben Hamza, Prabir Bhattacharya:
Spectral graph-theoretic approach to 3D mesh watermarking. Graphics Interface 2007: 327-334 - [c22]Emad E. Abdallah, A. Ben Hamza, Prabir Bhattacharya:
MPEG Video Watermarking Using Tensor Singular Value Decomposition. ICIAR 2007: 772-783 - [c21]Torsten Bergander, Yan Luo, A. Ben Hamza:
Software Defects Prediction using Operating Characteristic Curves. IRI 2007: 713-718 - [c19]Malik Qasaimeh, Ying Zhang, Khaled Tarmissi, A. Ben Hamza:
Statistical mesh distributions for 3D object topology. ISSPA 2007: 1-4 - 2006
- [j8]A. Ben Hamza, Hamid Krim:
Geodesic matching of triangulated surfaces. IEEE Trans. Image Process. 15(8): 2249-2258 (2006) - [c17]Ying Zhang, A. Ben Hamza:
Vertex-Based Anisotropic Smoothing of 3D Mesh Data. CCECE 2006: 202-205 - [c13]Emad E. Abdallah, A. Ben Hamza, Prabir Bhattacharya:
A robust block-based image watermarking scheme using fast Hadamard transform and singular value decomposition. ICPR (3) 2006: 673-676 - 2005
- [j6]A. Ben Hamza, Yun He, Hamid Krim, Alan S. Willsky:
A multiscale approach to pixel-level image fusion. Integr. Comput. Aided Eng. 12(2): 135-146 (2005) - [c12]A. Ben Hamza, Hamid Krim:
Probabilistic shape descriptor for triangulated surfaces. ICIP (1) 2005: 1041-1044 - 2004
- [j5]A. Ben Hamza, Hamid Krim, Josiane Zerubia:
A Nonlinear Entropic Variational Model for Image Filtering. EURASIP J. Adv. Signal Process. 2004(16): 2408-2422 (2004) - 2003
- [j4]Yun He, A. Ben Hamza, Hamid Krim:
A generalized divergence measure for robust image registration. IEEE Trans. Signal Process. 51(5): 1211-1220 (2003) - [c11]A. Ben Hamza, Hamid Krim:
Geodesic Object Representation and Recognition. DGCI 2003: 378-387 - [c10]A. Ben Hamza, Hamid Krim:
Image Registration and Segmentation. EMMCVPR 2003: 147-163 - [c9]A. Ben Hamza, Hamid Krim, Bilge Karaçali:
Structural risk minimization using nearest neighbor rule. ICASSP (6) 2003: 161-164 - [c8]A. Ben Hamza, Hamid Krim:
Robust influence functionals for image filtering. ICIP (3) 2003: 361-364 - [c7]A. Ben Hamza, Hamid Krim:
Topological modeling of illuminated surfaces using Reeb graph. ICIP (1) 2003: 769-772 - [c6]Abdessamad Ben Hamza, Hamid Krim, Bilge Karaçali:
Structural risk minimization using nearest neighbor rule. ICME 2003: 829-832 - 2002
- [j3]A. Ben Hamza, Hamid Krim, Gozde B. Unal:
Unifying probabilistic and variational estimation. IEEE Signal Process. Mag. 19(5): 37-47 (2002) - [c5]Byeong Rae Lee, A. Ben Hamza, Hamid Krim:
An active contour model for image segmentation: A variational perspective. ICASSP 2002: 1585-1588 - [c4]A. Ben Hamza, Hamid Krim:
A topological variational model for image singularities. ICIP (1) 2002: 369-372 - 2001
- [j2]A. Ben Hamza, Hamid Krim:
Image denoising: a nonlinear robust statistical approach. IEEE Trans. Signal Process. 49(12): 3045-3054 (2001) - [c3]A. Ben Hamza, Hamid Krim:
A Variational Approach to Maximum a Posteriori Estimation for Image Denoising. EMMCVPR 2001: 19-33 - [c2]A. Ben Hamza, Hamid Krim:
Nonlinear image filtering: trade-off between optimality and practicality. ICIP (3) 2001: 126-129 - [c1]A. Ben Hamza, Hamid Krim:
Towards a unified view of estimation: variational vs. statistical. ICIP (2) 2001: 577-580
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