Hedi Tabia

ORCID

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 69

Top Venues

CoRR

Pattern Recognit. Lett.

ICIP

Comput. Graph. Forum

Lille University of Science and Technology, France (PHD)

Education History

Lille University of Science and Technology, France

PHD

Publications

Alexandre Heuillet, Ahmad Nasser, Hichem Arioui, Hedi Tabia
Efficient Automation of Neural Network Design: A Survey on Differentiable Neural Architecture Search. CoRR (2023)
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)
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 (2023)
Alexandre Heuillet, Hedi Tabia, Hichem Arioui
Automated Siamese Network Design for Image Similarity Computation. CBMI (2023)
Alexandre Heuillet, Hedi Tabia, Hichem Arioui
NASiam: Efficient Representation Learning using Neural Architecture Search for Siamese Networks. INNS DLIA@IJCNN (2023)
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 (2023)
Haozhe Sun, Isabelle Guyon, Felix Mohr, Hedi Tabia
RRR-Net: Reusing, Reducing, and Recycling a Deep Backbone Network. IJCNN (2023)
Danfeng Zhuang, Min Jiang, Hichem Arioui, Hedi Tabia
Action Text Diffusion Prior Network for Action Segmentation. CBMI (2023)
Marie-Morgane Paumard, Hedi Tabia, David Picard
Alphazzle: Jigsaw Puzzle Solver with Deep Monte-Carlo Tree Search. CoRR (2023)
Alexandre Heuillet, Hedi Tabia, Hichem Arioui
NASiam: Efficient Representation Learning using Neural Architecture Search for Siamese Networks. CoRR (2023)
Amina Kammoun, Rim Slama, Hedi Tabia, Tarek Ouni, Mohmed Abid
Generative Adversarial Networks for Face Generation: A Survey. ACM Comput. Surv. 55 (5) (2023)
M. Amine Mahmoudi, Aladine Chetouani, Fatma Boufera, Hedi Tabia
Kernel function impact on convolutional neural networks. CoRR (2023)
Tarek Ben Charrada, Hamid Laga, Hedi Tabia
Structure learning for 3D Point Cloud Generation from Single RGB Images. Comput. Graph. Forum 42 (7) (2023)
Alexandre Heuillet, Hedi Tabia, Hichem Arioui, Kamal Youcef-Toumi
D-DARTS: Distributed Differentiable Architecture Search. Pattern Recognit. Lett. 176 (2023)
Haozhe Sun, Isabelle Guyon, Felix Mohr, Hedi Tabia
RRR-Net: Reusing, Reducing, and Recycling a Deep Backbone Network. CoRR (2023)
Diogo Carbonera Luvizon, Hedi Tabia, David Picard
SSP-Net: Scalable sequential pyramid networks for real-Time 3D human pose regression. Pattern Recognit. 142 (2023)
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)
Mohamed Sanim Akremi, Rim Slama, Hedi Tabia
SPD Siamese Neural Network for Skeleton-based Hand Gesture Recognition. VISIGRAPP (4: VISAPP) (2022)
Yousri Kessentini, Hamid Laga, Hedi Tabia
Editorial for topical collections on emerging trends in artificial intelligence and machine learning. Neural Comput. Appl. 34 (17) (2022)
Diogo C. Luvizon, David Picard, Hedi Tabia
Consensus-Based Optimization for 3D Human Pose Estimation in Camera Coordinates. Int. J. Comput. Vis. 130 (3) (2022)
Amina Kammoun, Rim Slama, Hedi Tabia, Tarek Ouni, Mohamed Abid
FNR-GAN: Face Normalization and Recognition with Generative Adversarial Networks. IVCNZ (2022)
M. Amine Mahmoudi, Aladine Chetouani, Fatma Boufera, Hedi Tabia
Kernel-based convolution expansion for facial expression recognition. Pattern Recognit. Lett. 160 (2022)
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) (2022)
Mohamed Amine Mahmoudi, Fatma Boufera, Aladine Chetouani, Hedi Tabia
Expanding Convolutional Neural Network Kernel for Facial Expression Recognition. ICAITA (2022)
Mohamed Dhia Elhak Besbes, Hedi Tabia, Yousri Kessentini, Bassem Ben Hamed
Progressive Learning With Anchoring Regularization For Vehicle Re-Identification. ICIP (2021)
M. Amine Mahmoudi, Aladine Chetouani, Fatma Boufera, Hedi Tabia
Taylor Series Kernelized Layer for Fine-Grained Recognition. ICIP (2021)
M. Amine Mahmoudi, Aladine Chetouani, Fatma Boufera, Hedi Tabia
Deep Kernelized Network for Fine-Grained Recognition. ICONIP (3) (2021)
Alexandre Heuillet, Hedi Tabia, Hichem Arioui, Kamal Youcef-Toumi
D-DARTS: Distributed Differentiable Architecture Search. CoRR (2021)
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) (2021)
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 (2021)
M. Amine Mahmoudi, Aladine Chetouani, Fatma Boufera, Hedi Tabia
Improved Bilinear Model for Facial Expression Recognition. MedPRAI (2020)
M. Amine Mahmoudi, Aladine Chetouani, Fatma Boufera, Hedi Tabia
Kernelized dense layers for facial expression recognition. CoRR (2020)
Marie-Morgane Paumard, David Picard, Hedi Tabia
Deepzzle: Solving Visual Jigsaw Puzzles with Deep Learning andShortest Path Optimization. CoRR (2020)
M. Amine Mahmoudi, Aladine Chetouani, Fatma Boufera, Hedi Tabia
Learnable pooling weights for facial expression recognition. Pattern Recognit. Lett. 138 (2020)
Moncef Zakaria Mouffok, Hedi Tabia, Ouassim Ait ElHara
Dual Independent Classification For Sketch-Based 3D Shape Retrieval. ICIP (2020)
M. Amine Mahmoudi, Aladine Chetouani, Fatma Boufera, Hedi Tabia
Kernelized Dense Layers For Facial Expression Recognition. ICIP (2020)
Marie-Morgane Paumard, David Picard, Hedi Tabia
Deepzzle: Solving Visual Jigsaw Puzzles With Deep Learning and Shortest Path Optimization. IEEE Trans. Image Process. 29 (2020)
Mohamed Dhia Besbes, Yousri Kessentini, Hedi Tabia
Multi-stream Deep Networks for Vehicle Make and Model Recognition. VISIGRAPP (5: VISAPP) (2020)
Ramzi Guetari, Aladine Chetouani, Hedi Tabia, Nawres Khlifa
Real time emotion recognition in video stream, using B-CNN and F-CNN. ATSIP (2020)
Marwa Ben Jabra, Ramzi Guetari, Aladine Chetouani, Hedi Tabia, Nawres Khlifa
Facial Expression Recognition using the Bilinear Pooling. VISIGRAPP (5: VISAPP) (2020)
Diogo C. Luvizon, Hedi Tabia, David Picard
SSP-Net: Scalable Sequential Pyramid Networks for Real-Time 3D Human Pose Regression. CoRR (2020)
Diogo C. Luvizon, Hedi Tabia, David Picard
Consensus-based Optimization for 3D Human Pose Estimation in Camera Coordinates. CoRR (2019)
Diogo C. Luvizon, Hedi Tabia, David Picard
Multi-task Deep Learning for Real-Time 3D Human Pose Estimation and Action Recognition. CoRR (2019)
Diogo C. Luvizon, Hedi Tabia, David Picard
Human pose regression by combining indirect part detection and contextual information. Comput. Graph. 85 (2019)
Guan Wang, Hamid Laga, Ning Xie, Jinyuan Jia, Hedi Tabia
The Shape Space of 3D Botanical Tree Models. ACM Trans. Graph. 37 (1) (2018)
Diogo C. Luvizon, David Picard, Hedi Tabia
2D/3D Pose Estimation and Action Recognition using Multitask Deep Learning. CoRR (2018)
Marie-Morgane Paumard, David Picard, Hedi Tabia
Image Reassembly Combining Deep Learning and Shortest Path Problem. CoRR (2018)
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)
Diogo C. Luvizon, David Picard, Hedi Tabia
2D/3D Pose Estimation and Action Recognition Using Multitask Deep Learning. CVPR (2018)
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) (2018)
Marie-Morgane Paumard, David Picard, Hedi Tabia
Jigsaw Puzzle Solving Using Local Feature Co-Occurrences in Deep Neural Networks. ICIP (2018)
Marie-Morgane Paumard, David Picard, Hedi Tabia
Jigsaw Puzzle Solving Using Local Feature Co-Occurrences in Deep Neural Networks. CoRR (2018)
Marie-Morgane Paumard, David Picard, Hedi Tabia
Image Reassembly Combining Deep Learning and Shortest Path Problem. ECCV (6) (2018)
Diogo C. Luvizon, Hedi Tabia, David Picard
Human Pose Regression by Combining Indirect Part Detection and Contextual Information. CoRR (2017)
Hedi Tabia, Hamid Laga
Multiple vocabulary coding for 3D shape retrieval using Bag of Covariances. Pattern Recognit. Lett. 95 (2017)
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) (2017)
Diogo Carbonera Luvizon, Hedi Tabia, David Picard
Learning features combination for human action recognition from skeleton sequences. Pattern Recognit. Lett. 99 (2017)
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 (2017)
Halim Benhabiles, Hedi Tabia
Convolutional neural network for pottery retrieval. J. Electronic Imaging 26 (1) (2017)
Walid Hariri, Hedi Tabia, Nadir Farah, David Declercq, Abdallah Benouareth
Geometrical and Visual Feature Quantization for 3D Face Recognition. VISIGRAPP (5: VISAPP) (2017)
Hedi Tabia, Hamid Laga
Learning shape retrieval from different modalities. Neurocomputing 253 (2017)
Hedi Tabia, Christophe Riedinger, Michel Jordan
Automatic reconstruction of heritage monuments from old architecture documents. J. Electronic Imaging 26 (1) (2017)
Walid Hariri, Hedi Tabia, Nadir Farah, David Declercq, Abdallah Benouareth
Hierarchical covariance description for 3D face matching and recognition under expression variation. IC3D (2016)
Walid Hariri, Hedi Tabia, Nadir Farah, Abdallah Benouareth, David Declercq
3D face recognition using covariance based descriptors. Pattern Recognit. Lett. 78 (2016)
Alexandre Perez, Hedi Tabia, David Declercq, Alain Zanotti
Feature covariance for human action recognition. IPTA (2016)
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)
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 (2016)
Christophe Riedinger, Hedi Tabia, Michel Jordan
Restitution 3D de monuments historiques à partir de plans anciens. Traitement du Signal 32 (1) (2015)
Hedi Tabia, Hamid Laga
Covariance-Based Descriptors for Efficient 3D Shape Matching, Retrieval, and Classification. IEEE Trans. Multim. 17 (9) (2015)
Christophe Riedinger, Michel Jordan, Hedi Tabia
3D models over the centuries: From old floor plans to 3D representation. IC3D (2014)
Hedi Tabia, Ngoc-Son Vu
3D Shape Classification Using Information Fusion. ICPR (2014)
Halim Benhabiles, Hedi Tabia, Jean-Philippe Vandeborre
Belief-Function-Based Framework for Deformable 3D-Shape Retrieval. ICPR (2014)
Hedi Tabia, Hamid Laga, David Picard, Philippe Henri Gosselin
Covariance Descriptors for 3D Shape Matching and Retrieval. CVPR (2014)
Ahmed Maalej, Hedi Tabia, Halim Benhabiles
Dynamic 3D Facial Expression Recognition Using Robust Shape Features. SCIA (2013)
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) (2013)
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) (2013)
Hedi Tabia, David Picard, Hamid Laga, Philippe Henri Gosselin
Fast Approximation of Distance Between Elastic Curves using Kernels. BMVC (2013)
Hedi Tabia, David Picard, Hamid Laga, Philippe Henri Gosselin
3D shape similarity using vectors of locally aggregated tensors. ICIP (2013)
Hedi Tabia, David Picard, Hamid Laga, Philippe Henri Gosselin
Compact Vectors of Locally Aggregated Tensors for 3D Shape Retrieval. 3DOR@Eurographics (2013)
Hedi Tabia, Michèle Gouiffès, Lionel Lacassagne
Motion histogram quantification for human action recognition. ICPR (2012)
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) (2012)
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) (2011)
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)
Hedi Tabia, Mohamed Daoudi, Jean-Philippe Vandeborre, Olivier Colot
Deformable shape retrieval using bag-of-feature techniques. Three-Dimensional Imaging, Interaction, and Measurement (2011)
Hedi Tabia, Olivier Colot, Mohamed Daoudi, Jean-Philippe Vandeborre
Non-rigid 3D shape classification using bag-of-feature techniques. ICME (2011)
Hedi Tabia, Mohamed Daoudi, Jean-Philippe Vandeborre, Olivier Colot
Local visual patch for 3d shape retrieval. 3DOR@MM (2010)
Hedi Tabia, Olivier Colot, Mohamed Daoudi, Jean-Philippe Vandeborre
3D-Shape Retrieval Using Curves and HMM. ICPR (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Hedi Tabia