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Hedi Tabia
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2020 – today
- 2024
- [j32]Alexandre Heuillet
, Ahmad Nasser
, Hichem Arioui
, Hedi Tabia
:
Efficient Automation of Neural Network Design: A Survey on Differentiable Neural Architecture Search. ACM Comput. Surv. 56(11): 270:1-270:36 (2024) - 2023
- [j31]Sinda Hosni, Hajer Khachnaoui
, Hsouna Mehdi Zgolli, Sonya Mabrouk, Désiré Sidibé, Hedi Tabia, Nawres Khlifa:
Prediction of Postoperative Visual Acuity in Rhegmatogenous Retinal Detachment Using OCT Images. IEEE Access 11: 135435-135448 (2023) - [j30]Tarek Ben Charrada
, Hamid Laga
, Hedi Tabia:
Structure learning for 3D Point Cloud Generation from Single RGB Images. Comput. Graph. Forum 42(7) (2023) - [j29]Amina Kammoun
, Rim Slama
, Hedi Tabia
, Tarek Ouni
, Mohamed Abid
:
Generative Adversarial Networks for Face Generation: A Survey. ACM Comput. Surv. 55(5): 94:1-94:37 (2023) - [j28]Latifa Saidi, Hajer Jomaa, Zainab Haddad, Hsouna Zgolli, Sonia Mabrouk, Désiré Sidibé, Hedi Tabia, Nawres Khlifa
:
Automatic Detection of AMD and DME Retinal Pathologies Using Deep Learning. Int. J. Biomed. Imaging 2023: 9966107:1-9966107:10 (2023) - [j27]Diogo Carbonera Luvizon, Hedi Tabia, David Picard
:
SSP-Net: Scalable sequential pyramid networks for real-Time 3D human pose regression. Pattern Recognit. 142: 109714 (2023) - [j26]Alexandre Heuillet
, Hedi Tabia, Hichem Arioui
, Kamal Youcef-Toumi:
D-DARTS: Distributed Differentiable Architecture Search. Pattern Recognit. Lett. 176: 42-48 (2023) - [c40]Alexandre Heuillet
, Hedi Tabia
, Hichem Arioui
:
Automated Siamese Network Design for Image Similarity Computation. CBMI 2023: 8-13 - [c39]Danfeng Zhuang
, Min Jiang
, Hichem Arioui
, Hedi Tabia
:
Action Text Diffusion Prior Network for Action Segmentation. CBMI 2023: 79-85 - [c38]Mohamed Dhia Elhak Besbes, Zahra Vahidi Ferdousi, Hedi Tabia, Mouna Fradi:
2D Cross-View Object Segmentation and Perceptual Grouping in Computer-Aided Design Drawings. ICCV (Workshops) 2023: 1737-1746 - [c37]Haozhe Sun
, Isabelle Guyon, Felix Mohr, Hedi Tabia:
RRR-Net: Reusing, Reducing, and Recycling a Deep Backbone Network. IJCNN 2023: 1-9 - [c36]Zainab Haddad, Brahim Mahamat Yaya, Hsouna Zgolli, Désiré Sidibé, Hedi Tabia, Nawres Khlifa:
Retinal pathologies detection in OCT images based on Bilinear convolutional neural network. INISTA 2023: 1-7 - [c35]Alexandre Heuillet, Hedi Tabia, Hichem Arioui:
NASiam: Efficient Representation Learning using Neural Architecture Search for Siamese Networks. INNS DLIA@IJCNN 2023: 58-70 - [i16]Alexandre Heuillet, Hedi Tabia, Hichem Arioui:
NASiam: Efficient Representation Learning using Neural Architecture Search for Siamese Networks. CoRR abs/2302.00059 (2023) - [i15]Marie-Morgane Paumard, Hedi Tabia, David Picard:
Alphazzle: Jigsaw Puzzle Solver with Deep Monte-Carlo Tree Search. CoRR abs/2302.00384 (2023) - [i14]M. Amine Mahmoudi, Aladine Chetouani, Fatma Boufera, Hedi Tabia:
Kernel function impact on convolutional neural networks. CoRR abs/2302.10266 (2023) - [i13]Alexandre Heuillet, Ahmad Nasser, Hichem Arioui, Hedi Tabia:
Efficient Automation of Neural Network Design: A Survey on Differentiable Neural Architecture Search. CoRR abs/2304.05405 (2023) - [i12]Haozhe Sun, Isabelle Guyon, Felix Mohr, Hedi Tabia:
RRR-Net: Reusing, Reducing, and Recycling a Deep Backbone Network. CoRR abs/2310.01157 (2023) - 2022
- [j25]Tarek Ben Charrada
, Hedi Tabia, Aladine Chetouani
, Hamid Laga
:
TopoNet: Topology Learning for 3D Reconstruction of Objects of Arbitrary Genus. Comput. Graph. Forum 41(6): 336-347 (2022) - [j24]Diogo C. Luvizon
, David Picard, Hedi Tabia:
Consensus-Based Optimization for 3D Human Pose Estimation in Camera Coordinates. Int. J. Comput. Vis. 130(3): 869-882 (2022) - [j23]Yousri Kessentini, Hamid Laga, Hedi Tabia:
Editorial for topical collections on emerging trends in artificial intelligence and machine learning. Neural Comput. Appl. 34(17): 14121 (2022) - [j22]M. Amine Mahmoudi
, Aladine Chetouani, Fatma Boufera, Hedi Tabia:
Kernel-based convolution expansion for facial expression recognition. Pattern Recognit. Lett. 160: 128-134 (2022) - [c34]Mohamed Amine Mahmoudi
, Fatma Boufera, Aladine Chetouani, Hedi Tabia:
Expanding Convolutional Neural Network Kernel for Facial Expression Recognition. ICAITA 2022: 3-17 - [c33]Amina Kammoun
, Rim Slama
, Hedi Tabia
, Tarek Ouni
, Mohamed Abid
:
FNR-GAN: Face Normalization and Recognition with Generative Adversarial Networks. IVCNZ 2022: 131-143 - [c32]Mohamed Sanim Akremi, Rim Slama
, Hedi Tabia:
SPD Siamese Neural Network for Skeleton-based Hand Gesture Recognition. VISIGRAPP (4: VISAPP) 2022: 394-402 - 2021
- [j21]Diogo C. Luvizon
, David Picard
, Hedi Tabia:
Multi-Task Deep Learning for Real-Time 3D Human Pose Estimation and Action Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 43(8): 2752-2764 (2021) - [c31]Mohamed Dhia Elhak Besbes, Hedi Tabia, Yousri Kessentini, Bassem Ben Hamed
:
Progressive Learning With Anchoring Regularization For Vehicle Re-Identification. ICIP 2021: 1154-1158 - [c30]M. Amine Mahmoudi
, Aladine Chetouani, Fatma Boufera, Hedi Tabia:
Taylor Series Kernelized Layer for Fine-Grained Recognition. ICIP 2021: 1914-1918 - [c29]M. Amine Mahmoudi
, Aladine Chetouani, Fatma Boufera, Hedi Tabia:
Deep Kernelized Network for Fine-Grained Recognition. ICONIP (3) 2021: 100-111 - [i11]Alexandre Heuillet, Hedi Tabia, Hichem Arioui, Kamal Youcef-Toumi:
D-DARTS: Distributed Differentiable Architecture Search. CoRR abs/2108.09306 (2021) - [i10]Tarek Ben Charrada, Hedi Tabia, Aladine Chetouani, Hamid Laga:
Learnable Triangulation for Deep Learning-based 3D Reconstruction of Objects of Arbitrary Topology from Single RGB Images. CoRR abs/2109.11844 (2021) - 2020
- [j20]M. Amine Mahmoudi
, Aladine Chetouani, Fatma Boufera, Hedi Tabia:
Learnable pooling weights for facial expression recognition. Pattern Recognit. Lett. 138: 644-650 (2020) - [j19]Marie-Morgane Paumard
, David Picard
, Hedi Tabia:
Deepzzle: Solving Visual Jigsaw Puzzles With Deep Learning and Shortest Path Optimization. IEEE Trans. Image Process. 29: 3569-3581 (2020) - [c28]Ramzi Guetari, Aladine Chetouani, Hedi Tabia, Nawres Khlifa
:
Real time emotion recognition in video stream, using B-CNN and F-CNN. ATSIP 2020: 1-6 - [c27]M. Amine Mahmoudi
, Aladine Chetouani, Fatma Boufera, Hedi Tabia:
Kernelized Dense Layers For Facial Expression Recognition. ICIP 2020: 2226-2230 - [c26]Moncef Zakaria Mouffok, Hedi Tabia, Ouassim Ait ElHara:
Dual Independent Classification For Sketch-Based 3D Shape Retrieval. ICIP 2020: 2676-2680 - [c25]M. Amine Mahmoudi
, Aladine Chetouani, Fatma Boufera, Hedi Tabia:
Improved Bilinear Model for Facial Expression Recognition. MedPRAI 2020: 47-59 - [c24]Marwa Ben Jabra, Ramzi Guetari, Aladine Chetouani, Hedi Tabia, Nawres Khlifa:
Facial Expression Recognition using the Bilinear Pooling. VISIGRAPP (5: VISAPP) 2020: 294-301 - [c23]Mohamed Dhia Besbes, Yousri Kessentini, Hedi Tabia:
Multi-stream Deep Networks for Vehicle Make and Model Recognition. VISIGRAPP (5: VISAPP) 2020: 413-419 - [i9]Marie-Morgane Paumard, David Picard, Hedi Tabia:
Deepzzle: Solving Visual Jigsaw Puzzles with Deep Learning andShortest Path Optimization. CoRR abs/2005.12548 (2020) - [i8]Diogo C. Luvizon, Hedi Tabia, David Picard:
SSP-Net: Scalable Sequential Pyramid Networks for Real-Time 3D Human Pose Regression. CoRR abs/2009.01998 (2020) - [i7]M. Amine Mahmoudi, Aladine Chetouani, Fatma Boufera, Hedi Tabia:
Kernelized dense layers for facial expression recognition. CoRR abs/2009.10814 (2020)
2010 – 2019
- 2019
- [j18]Diogo C. Luvizon
, Hedi Tabia, David Picard
:
Human pose regression by combining indirect part detection and contextual information. Comput. Graph. 85: 15-22 (2019) - [i6]Diogo C. Luvizon, Hedi Tabia, David Picard:
Consensus-based Optimization for 3D Human Pose Estimation in Camera Coordinates. CoRR abs/1911.09245 (2019) - [i5]Diogo C. Luvizon, Hedi Tabia, David Picard:
Multi-task Deep Learning for Real-Time 3D Human Pose Estimation and Action Recognition. CoRR abs/1912.08077 (2019) - 2018
- [j17]Guan Wang, Hamid Laga
, Jinyuan Jia, Ning Xie
, Hedi Tabia:
Statistical Modeling of the 3D Geometry and Topology of Botanical Trees. Comput. Graph. Forum 37(5): 185-198 (2018) - [j16]Guan Wang, Hamid Laga
, Ning Xie, Jinyuan Jia, Hedi Tabia:
The Shape Space of 3D Botanical Tree Models. ACM Trans. Graph. 37(1): 7 (2018) - [c22]Diogo C. Luvizon, David Picard
, Hedi Tabia:
2D/3D Pose Estimation and Action Recognition Using Multitask Deep Learning. CVPR 2018: 5137-5146 - [c21]Marie-Morgane Paumard, David Picard, Hedi Tabia:
Image Reassembly Combining Deep Learning and Shortest Path Problem. ECCV (6) 2018: 155-169 - [c20]Marie-Morgane Paumard, David Picard
, Hedi Tabia:
Jigsaw Puzzle Solving Using Local Feature Co-Occurrences in Deep Neural Networks. ICIP 2018: 1018-1022 - [c19]Dhekra El Hamdi, Maï K. Nguyen, Hedi Tabia, Atef Hamouda:
Image Analysis based on Radon-type Integral Transforms Over Conic Sections. VISIGRAPP (4: VISAPP) 2018: 356-362 - [i4]Diogo C. Luvizon, David Picard, Hedi Tabia:
2D/3D Pose Estimation and Action Recognition using Multitask Deep Learning. CoRR abs/1802.09232 (2018) - [i3]Marie-Morgane Paumard, David Picard, Hedi Tabia:
Jigsaw Puzzle Solving Using Local Feature Co-Occurrences in Deep Neural Networks. CoRR abs/1807.03155 (2018) - [i2]Marie-Morgane Paumard, David Picard, Hedi Tabia:
Image Reassembly Combining Deep Learning and Shortest Path Problem. CoRR abs/1809.00898 (2018) - 2017
- [j15]Hamid Laga, Hedi Tabia:
Modeling and Exploring Co-variations in the Geometry and Configuration of Man-made 3D Shape Families. Comput. Graph. Forum 36(5): 13-25 (2017) - [j14]Walid Hariri
, Hedi Tabia, Nadir Farah
, Abdallah Benouareth, David Declercq:
3D facial expression recognition using kernel methods on Riemannian manifold. Eng. Appl. Artif. Intell. 64: 25-32 (2017) - [j13]Hedi Tabia, Hamid Laga:
Learning shape retrieval from different modalities. Neurocomputing 253: 24-33 (2017) - [j12]Halim Benhabiles
, Hedi Tabia:
Convolutional neural network for pottery retrieval. J. Electronic Imaging 26(1): 11005 (2017) - [j11]Hedi Tabia, Christophe Riedinger, Michel Jordan
:
Automatic reconstruction of heritage monuments from old architecture documents. J. Electronic Imaging 26(1): 11006 (2017) - [j10]Hedi Tabia, Hamid Laga:
Multiple vocabulary coding for 3D shape retrieval using Bag of Covariances. Pattern Recognit. Lett. 95: 78-84 (2017) - [j9]Diogo Carbonera Luvizon, Hedi Tabia, David Picard
:
Learning features combination for human action recognition from skeleton sequences. Pattern Recognit. Lett. 99: 13-20 (2017) - [c18]Walid Hariri
, Hedi Tabia, Nadir Farah
, David Declercq, Abdallah Benouareth:
Geometrical and Visual Feature Quantization for 3D Face Recognition. VISIGRAPP (5: VISAPP) 2017: 187-193 - [i1]Diogo C. Luvizon, Hedi Tabia, David Picard:
Human Pose Regression by Combining Indirect Part Detection and Contextual Information. CoRR abs/1710.02322 (2017) - 2016
- [j8]Alexandre Perez
, Hedi Tabia, David Declercq, Alain Zanotti:
Using the conflict in Dempster-Shafer evidence theory as a rejection criterion in classifier output combination for 3D human action recognition. Image Vis. Comput. 55: 149-157 (2016) - [j7]Walid Hariri
, Hedi Tabia, Nadir Farah
, Abdallah Benouareth, David Declercq:
3D face recognition using covariance based descriptors. Pattern Recognit. Lett. 78: 1-7 (2016) - [c17]Bo Li, Yijuan Lu, Fuqing Duan, Shuilong Dong, Yachun Fan, Lu Qian, Hamid Laga, Haisheng Li
, Yuxiang Li, Peng Liu, Maks Ovsjanikov, Hedi Tabia, Yuxiang Ye, Huanpu Yin, Ziyu Xue:
3D Sketch-Based 3D Shape Retrieval. 3DOR@Eurographics 2016 - [c16]Walid Hariri
, Hedi Tabia, Nadir Farah
, David Declercq, Abdallah Benouareth:
Hierarchical covariance description for 3D face matching and recognition under expression variation. IC3D 2016: 1-7 - [c15]Alexandre Perez, Hedi Tabia, David Declercq, Alain Zanotti:
Feature covariance for human action recognition. IPTA 2016: 1-5 - 2015
- [j6]Christophe Riedinger, Hedi Tabia, Michel Jordan
:
Restitution 3D de monuments historiques à partir de plans anciens. Traitement du Signal 32(1): 87-108 (2015) - [j5]Hedi Tabia, Hamid Laga:
Covariance-Based Descriptors for Efficient 3D Shape Matching, Retrieval, and Classification. IEEE Trans. Multim. 17(9): 1591-1603 (2015) - 2014
- [c14]Hedi Tabia, Hamid Laga, David Picard
, Philippe Henri Gosselin:
Covariance Descriptors for 3D Shape Matching and Retrieval. CVPR 2014: 4185-4192 - [c13]Christophe Riedinger, Michel Jordan, Hedi Tabia:
3D models over the centuries: From old floor plans to 3D representation. IC3D 2014: 1-8 - [c12]Halim Benhabiles
, Hedi Tabia, Jean-Philippe Vandeborre:
Belief-Function-Based Framework for Deformable 3D-Shape Retrieval. ICPR 2014: 285-290 - [c11]Hedi Tabia, Ngoc-Son Vu:
3D Shape Classification Using Information Fusion. ICPR 2014: 297-302 - [e1]Benjamin Bustos, Hedi Tabia, Jean-Philippe Vandeborre, Remco C. Veltkamp:
7th Eurographics Workshop on 3D Object Retrieval, 3DOR@Eurographics 2014, Strasbourg, France, April 6, 2014. Eurographics Association 2014, ISBN 978-3-905674-58-3 [contents] - 2013
- [j4]Zhouhui Lian, Afzal Godil, Benjamin Bustos
, Mohamed Daoudi
, Jeroen Hermans, Shun Kawamura, Yukinori Kurita, Guillaume Lavoué, Hien Van Nguyen, Ryutarou Ohbuchi
, Yuki Ohkita, Yuya Ohishi, Fatih Porikli, Martin Reuter
, Ivan Sipiran
, Dirk Smeets
, Paul Suetens, Hedi Tabia, Dirk Vandermeulen
:
A comparison of methods for non-rigid 3D shape retrieval. Pattern Recognit. 46(1): 449-461 (2013) - [j3]Hedi Tabia, Mohamed Daoudi
, Jean-Philippe Vandeborre, Olivier Colot
:
A parts-based approach for automatic 3D shape categorization using belief functions. ACM Trans. Intell. Syst. Technol. 4(2): 33:1-33:16 (2013) - [c10]Hedi Tabia, David Picard
, Hamid Laga, Philippe Henri Gosselin:
Compact Vectors of Locally Aggregated Tensors for 3D Shape Retrieval. 3DOR@Eurographics 2013: 17-24 - [c9]Hedi Tabia, David Picard
, Hamid Laga, Philippe Henri Gosselin:
Fast Approximation of Distance Between Elastic Curves using Kernels. BMVC 2013 - [c8]Hedi Tabia, David Picard
, Hamid Laga, Philippe Henri Gosselin:
3D shape similarity using vectors of locally aggregated tensors. ICIP 2013: 2694-2698 - [c7]Ahmed Maalej, Hedi Tabia, Halim Benhabiles
:
Dynamic 3D Facial Expression Recognition Using Robust Shape Features. SCIA 2013: 309-318 - 2012
- [j2]Hedi Tabia, Mohamed Daoudi
, Olivier Colot
, Jean-Philippe Vandeborre:
Three-dimensional object retrieval based on vector quantization of invariant descriptors. J. Electronic Imaging 21(2): 023011 (2012) - [c6]Hedi Tabia, Michèle Gouiffès, Lionel Lacassagne:
Motion histogram quantification for human action recognition. ICPR 2012: 2404-2407 - 2011
- [b1]Hedi Tabia:
Contributions to 3D-shape matching, retrieval and classification. Lille University of Science and Technology, France, 2011 - [j1]Hedi Tabia, Mohamed Daoudi
, Jean-Philippe Vandeborre, Olivier Colot
:
A New 3D-Matching Method of Nonrigid and Partially Similar Models Using Curve Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 33(4): 852-858 (2011) - [c5]Hedi Tabia, Mohamed Daoudi
, Jean-Philippe Vandeborre, Olivier Colot
:
Deformable shape retrieval using bag-of-feature techniques. Three-Dimensional Imaging, Interaction, and Measurement 2011: 78640P - [c4]Zhouhui Lian, Afzal Godil, Benjamin Bustos
, Mohamed Daoudi
, Jeroen Hermans, Shun Kawamura, Yukinori Kurita, Guillaume Lavoué, Hien Van Nguyen, Ryutarou Ohbuchi, Yuki Ohkita, Yuya Ohishi, Fatih Porikli, Martin Reuter, Ivan Sipiran
, Dirk Smeets, Paul Suetens, Hedi Tabia, Dirk Vandermeulen
:
SHREC '11 Track: Shape Retrieval on Non-rigid 3D Watertight Meshes. 3DOR@Eurographics 2011: 79-88 - [c3]Hedi Tabia, Olivier Colot
, Mohamed Daoudi
, Jean-Philippe Vandeborre:
Non-rigid 3D shape classification using bag-of-feature techniques. ICME 2011: 1-6 - 2010
- [c2]Hedi Tabia, Olivier Colot
, Mohamed Daoudi
, Jean-Philippe Vandeborre:
3D-Shape Retrieval Using Curves and HMM. ICPR 2010: 3147-3150 - [c1]Hedi Tabia, Mohamed Daoudi
, Jean-Philippe Vandeborre, Olivier Colot
:
Local visual patch for 3d shape retrieval. 3DOR@MM 2010: 3-8
Coauthor Index
aka: Diogo Carbonera Luvizon
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