Hedi Tabia

According to our database, Hedi Tabia authored at least 80 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Efficient Automation of Neural Network Design: A Survey on Differentiable Neural Architecture Search.

Alexandre Heuillet, Ahmad Nasser, Hichem Arioui, Hedi Tabia

ACM Comput. Surv., November, 2024

Beyond Pruning Criteria: The Dominant Role of Fine-Tuning and Adaptive Ratios in Neural Network Robustness.

Lincen Bai, Hedi Tabia, Raúl Santos-Rodríguez

CoRR, 2024

SPDAGG-TransNet: Integrating Symmetric Positive Definite Networks with Transformers for UAV-Human Action Recognition^*.

Mohamed Sanim Akremi, Najett Neji, Hedi Tabia

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2024

Explainable AI For Retinal Pathology Detection In OCT Images.

Zainab Haddad, Hsouna Zgolli, Désiré Sidibé, Hedi Tabia, Nawres Khlifa

Proceedings of the 10th International Conference on Control, 2024

2023

D-DARTS: Distributed Differentiable Architecture Search.

Alexandre Heuillet, Hedi Tabia, Hichem Arioui, Kamal Youcef-Toumi

Pattern Recognit. Lett., December, 2023

SSP-Net: Scalable sequential pyramid networks for real-Time 3D human pose regression.

Diogo Carbonera Luvizon, Hedi Tabia, David Picard

Pattern Recognit., October, 2023

Structure learning for 3D Point Cloud Generation from Single RGB Images.

Tarek Ben Charrada, Hamid Laga, Hedi Tabia

Comput. Graph. Forum, October, 2023

Automatic Detection of AMD and DME Retinal Pathologies Using Deep Learning.

Latifa Saidi, Hajer Jomaa, Zainab Haddad, Hsouna Zgolli, Sonia Mabrouk, Désiré Sidibé, Hedi Tabia, Nawres Khlifa

Int. J. Biomed. Imaging, 2023

Generative Adversarial Networks for Face Generation: A Survey.

Amina Kammoun, Rim Slama, Hedi Tabia, Tarek Ouni, Mohamed Abid

ACM Comput. Surv., 2023

Kernel function impact on convolutional neural networks.

M. Amine Mahmoudi, Aladine Chetouani, Fatma Boufera, Hedi Tabia

CoRR, 2023

Alphazzle: Jigsaw Puzzle Solver with Deep Monte-Carlo Tree Search.

Marie-Morgane Paumard, Hedi Tabia, David Picard

CoRR, 2023

Prediction of Postoperative Visual Acuity in Rhegmatogenous Retinal Detachment Using OCT Images.

Sinda Hosni, Hajer Khachnaoui, Hsouna Mehdi Zgolli, Sonya Mabrouk, Désiré Sidibé, Hedi Tabia, Nawres Khlifa

IEEE Access, 2023

NASiam: Efficient Representation Learning using Neural Architecture Search for Siamese Networks.

Alexandre Heuillet, Hedi Tabia, Hichem Arioui

Proceedings of the International Neural Network Society Workshop on Deep Learning Innovations and Applications, 2023

Retinal pathologies detection in OCT images based on Bilinear convolutional neural network.

Zainab Haddad, Brahim Mahamat Yaya, Hsouna Zgolli, Désiré Sidibé, Hedi Tabia, Nawres Khlifa

Proceedings of the International Conference on Innovations in Intelligent Systems and Applications, 2023

RRR-Net: Reusing, Reducing, and Recycling a Deep Backbone Network.

Haozhe Sun, Isabelle Guyon, Felix Mohr, Hedi Tabia

Proceedings of the International Joint Conference on Neural Networks, 2023

2D Cross-View Object Segmentation and Perceptual Grouping in Computer-Aided Design Drawings.

Mohamed Dhia Elhak Besbes, Zahra Vahidi Ferdousi, Hedi Tabia, Mouna Fradi

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Action Text Diffusion Prior Network for Action Segmentation.

Danfeng Zhuang, Min Jiang, Hichem Arioui, Hedi Tabia

Proceedings of the 20th International Conference on Content-based Multimedia Indexing, 2023

Automated Siamese Network Design for Image Similarity Computation.

Alexandre Heuillet, Hedi Tabia, Hichem Arioui

Proceedings of the 20th International Conference on Content-based Multimedia Indexing, 2023

2022

Kernel-based convolution expansion for facial expression recognition.

M. Amine Mahmoudi, Aladine Chetouani, Fatma Boufera, Hedi Tabia

Pattern Recognit. Lett., 2022

Editorial for topical collections on emerging trends in artificial intelligence and machine learning.

Yousri Kessentini, Hamid Laga, Hedi Tabia

Neural Comput. Appl., 2022

Consensus-Based Optimization for 3D Human Pose Estimation in Camera Coordinates.

Diogo C. Luvizon, David Picard, Hedi Tabia

Int. J. Comput. Vis., 2022

TopoNet: Topology Learning for 3D Reconstruction of Objects of Arbitrary Genus.

Tarek Ben Charrada, Hedi Tabia, Aladine Chetouani, Hamid Laga

Comput. Graph. Forum, 2022

SPD Siamese Neural Network for Skeleton-based Hand Gesture Recognition.

Mohamed Sanim Akremi, Rim Slama, Hedi Tabia

Proceedings of the 17th International Joint Conference on Computer Vision, 2022

FNR-GAN: Face Normalization and Recognition with Generative Adversarial Networks.

Amina Kammoun, Rim Slama, Hedi Tabia, Tarek Ouni, Mohamed Abid

Proceedings of the Image and Vision Computing - 37th International Conference, 2022

Expanding Convolutional Neural Network Kernel for Facial Expression Recognition.

Mohamed Amine Mahmoudi, Fatma Boufera, Aladine Chetouani, Hedi Tabia

Proceedings of the Artificial Intelligence: Theories and Applications, 2022

2021

Multi-Task Deep Learning for Real-Time 3D Human Pose Estimation and Action Recognition.

Diogo C. Luvizon, David Picard, Hedi Tabia

IEEE Trans. Pattern Anal. Mach. Intell., 2021

Learnable Triangulation for Deep Learning-based 3D Reconstruction of Objects of Arbitrary Topology from Single RGB Images.

Tarek Ben Charrada, Hedi Tabia, Aladine Chetouani, Hamid Laga

CoRR, 2021

Deep Kernelized Network for Fine-Grained Recognition.

M. Amine Mahmoudi, Aladine Chetouani, Fatma Boufera, Hedi Tabia

Proceedings of the Neural Information Processing - 28th International Conference, 2021

Taylor Series Kernelized Layer for Fine-Grained Recognition.

M. Amine Mahmoudi, Aladine Chetouani, Fatma Boufera, Hedi Tabia

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Progressive Learning With Anchoring Regularization For Vehicle Re-Identification.

Mohamed Dhia Elhak Besbes, Hedi Tabia, Yousri Kessentini, Bassem Ben Hamed

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

2020

Deepzzle: Solving Visual Jigsaw Puzzles With Deep Learning and Shortest Path Optimization.

Marie-Morgane Paumard, David Picard, Hedi Tabia

IEEE Trans. Image Process., 2020

Learnable pooling weights for facial expression recognition.

M. Amine Mahmoudi, Aladine Chetouani, Fatma Boufera, Hedi Tabia

Pattern Recognit. Lett., 2020

Deepzzle: Solving Visual Jigsaw Puzzles with Deep Learning andShortest Path Optimization.

Marie-Morgane Paumard, David Picard, Hedi Tabia

CoRR, 2020

Facial Expression Recognition using the Bilinear Pooling.

Marwa Ben Jabra, Ramzi Guetari, Aladine Chetouani, Hedi Tabia, Nawres Khlifa

Proceedings of the 15th International Joint Conference on Computer Vision, 2020

Multi-stream Deep Networks for Vehicle Make and Model Recognition.

Mohamed Dhia Besbes, Yousri Kessentini, Hedi Tabia

Proceedings of the 15th International Joint Conference on Computer Vision, 2020

Improved Bilinear Model for Facial Expression Recognition.

M. Amine Mahmoudi, Aladine Chetouani, Fatma Boufera, Hedi Tabia

Proceedings of the Pattern Recognition and Artificial Intelligence, 2020

Dual Independent Classification For Sketch-Based 3D Shape Retrieval.

Moncef Zakaria Mouffok, Hedi Tabia, Ouassim Ait ElHara

Proceedings of the IEEE International Conference on Image Processing, 2020

Kernelized Dense Layers For Facial Expression Recognition.

M. Amine Mahmoudi, Aladine Chetouani, Fatma Boufera, Hedi Tabia

Proceedings of the IEEE International Conference on Image Processing, 2020

Real time emotion recognition in video stream, using B-CNN and F-CNN.

Ramzi Guetari, Aladine Chetouani, Hedi Tabia, Nawres Khlifa

Proceedings of the 5th International Conference on Advanced Technologies for Signal and Image Processing, 2020

2019

Human pose regression by combining indirect part detection and contextual information.

Diogo C. Luvizon, Hedi Tabia, David Picard

Comput. Graph., 2019

2018

The Shape Space of 3D Botanical Tree Models.

Guan Wang, Hamid Laga, Ning Xie, Jinyuan Jia, Hedi Tabia

ACM Trans. Graph., 2018

Statistical Modeling of the 3D Geometry and Topology of Botanical Trees.

Guan Wang, Hamid Laga, Jinyuan Jia, Ning Xie, Hedi Tabia

Comput. Graph. Forum, 2018

Image Analysis based on Radon-type Integral Transforms Over Conic Sections.

Dhekra El Hamdi, Maï K. Nguyen, Hedi Tabia, Atef Hamouda

Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2018), 2018

Jigsaw Puzzle Solving Using Local Feature Co-Occurrences in Deep Neural Networks.

Marie-Morgane Paumard, David Picard, Hedi Tabia

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Image Reassembly Combining Deep Learning and Shortest Path Problem.

Marie-Morgane Paumard, David Picard, Hedi Tabia

Proceedings of the Computer Vision - ECCV 2018, 2018

2D/3D Pose Estimation and Action Recognition Using Multitask Deep Learning.

Diogo C. Luvizon, David Picard, Hedi Tabia

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017

Multiple vocabulary coding for 3D shape retrieval using Bag of Covariances.

Hedi Tabia, Hamid Laga

Pattern Recognit. Lett., 2017

Learning features combination for human action recognition from skeleton sequences.

Diogo Carbonera Luvizon, Hedi Tabia, David Picard

Pattern Recognit. Lett., 2017

Automatic reconstruction of heritage monuments from old architecture documents.

Hedi Tabia, Christophe Riedinger, Michel Jordan

J. Electronic Imaging, 2017

Convolutional neural network for pottery retrieval.

Halim Benhabiles, Hedi Tabia

J. Electronic Imaging, 2017

Learning shape retrieval from different modalities.

Hedi Tabia, Hamid Laga

Neurocomputing, 2017

3D facial expression recognition using kernel methods on Riemannian manifold.

Walid Hariri, Hedi Tabia, Nadir Farah, Abdallah Benouareth, David Declercq

Eng. Appl. Artif. Intell., 2017

Modeling and Exploring Co-variations in the Geometry and Configuration of Man-made 3D Shape Families.

Hamid Laga, Hedi Tabia

Comput. Graph. Forum, 2017

Geometrical and Visual Feature Quantization for 3D Face Recognition.

Walid Hariri, Hedi Tabia, Nadir Farah, David Declercq, Abdallah Benouareth

Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) - Volume 5: VISAPP, Porto, Portugal, February 27, 2017

2016

3D face recognition using covariance based descriptors.

Walid Hariri, Hedi Tabia, Nadir Farah, Abdallah Benouareth, David Declercq

Pattern Recognit. Lett., 2016

Using the conflict in Dempster-Shafer evidence theory as a rejection criterion in classifier output combination for 3D human action recognition.

Alexandre Perez, Hedi Tabia, David Declercq, Alain Zanotti

Image Vis. Comput., 2016

Feature covariance for human action recognition.

Alexandre Perez, Hedi Tabia, David Declercq, Alain Zanotti

Proceedings of the Sixth International Conference on Image Processing Theory, 2016

Hierarchical covariance description for 3D face matching and recognition under expression variation.

Walid Hariri, Hedi Tabia, Nadir Farah, David Declercq, Abdallah Benouareth

Proceedings of the International Conference on 3D Imaging, 2016

3D Sketch-Based 3D Shape Retrieval.

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

Proceedings of the 9th Eurographics Workshop on 3D Object Retrieval, 2016

2015

Covariance-Based Descriptors for Efficient 3D Shape Matching, Retrieval, and Classification.

Hedi Tabia, Hamid Laga

IEEE Trans. Multim., 2015

Restitution 3D de monuments historiques à partir de plans anciens.

Christophe Riedinger, Hedi Tabia, Michel Jordan

Traitement du Signal, 2015

2014

3D Shape Classification Using Information Fusion.

Hedi Tabia, Ngoc-Son Vu

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Belief-Function-Based Framework for Deformable 3D-Shape Retrieval.

Halim Benhabiles, Hedi Tabia, Jean-Philippe Vandeborre

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

3D models over the centuries: From old floor plans to 3D representation.

Christophe Riedinger, Michel Jordan, Hedi Tabia

Proceedings of the 2014 International Conference on 3D Imaging, 2014

Covariance Descriptors for 3D Shape Matching and Retrieval.

Hedi Tabia, Hamid Laga, David Picard, Philippe Henri Gosselin

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013

A parts-based approach for automatic 3D shape categorization using belief functions.

Hedi Tabia, Mohamed Daoudi, Jean-Philippe Vandeborre, Olivier Colot

ACM Trans. Intell. Syst. Technol., 2013

A comparison of methods for non-rigid 3D shape retrieval.

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

Pattern Recognit., 2013

Dynamic 3D Facial Expression Recognition Using Robust Shape Features.

Ahmed Maalej, Hedi Tabia, Halim Benhabiles

Proceedings of the Image Analysis, 18th Scandinavian Conference, 2013

3D shape similarity using vectors of locally aggregated tensors.

Hedi Tabia, David Picard, Hamid Laga, Philippe Henri Gosselin

Proceedings of the IEEE International Conference on Image Processing, 2013

Fast Approximation of Distance Between Elastic Curves using Kernels.

Hedi Tabia, David Picard, Hamid Laga, Philippe Henri Gosselin

Proceedings of the British Machine Vision Conference, 2013

Compact Vectors of Locally Aggregated Tensors for 3D Shape Retrieval.

Hedi Tabia, David Picard, Hamid Laga, Philippe Henri Gosselin

Proceedings of the 6th Eurographics Workshop on 3D Object Retrieval, 2013

2012

Three-dimensional object retrieval based on vector quantization of invariant descriptors.

Hedi Tabia, Mohamed Daoudi, Olivier Colot, Jean-Philippe Vandeborre

J. Electronic Imaging, 2012

Motion histogram quantification for human action recognition.

Hedi Tabia, Michèle Gouiffès, Lionel Lacassagne

Proceedings of the 21st International Conference on Pattern Recognition, 2012

2011

Contributions to 3D-shape matching, retrieval and classification.

Hedi Tabia

PhD thesis, 2011

A New 3D-Matching Method of Nonrigid and Partially Similar Models Using Curve Analysis.

Hedi Tabia, Mohamed Daoudi, Jean-Philippe Vandeborre, Olivier Colot

IEEE Trans. Pattern Anal. Mach. Intell., 2011

Non-rigid 3D shape classification using bag-of-feature techniques.

Hedi Tabia, Olivier Colot, Mohamed Daoudi, Jean-Philippe Vandeborre

Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

SHREC '11 Track: Shape Retrieval on Non-rigid 3D Watertight Meshes.

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

Proceedings of the 4th Eurographics Workshop on 3D Object Retrieval, 2011

Deformable shape retrieval using bag-of-feature techniques.

Hedi Tabia, Mohamed Daoudi, Jean-Philippe Vandeborre, Olivier Colot

Proceedings of the Three-Dimensional Imaging, 2011

2010

Local visual patch for 3d shape retrieval.

Hedi Tabia, Mohamed Daoudi, Jean-Philippe Vandeborre, Olivier Colot

Proceedings of the ACM workshop on 3D object retrieval, 2010

3D-Shape Retrieval Using Curves and HMM.

Hedi Tabia, Olivier Colot, Mohamed Daoudi, Jean-Philippe Vandeborre

Proceedings of the 20th International Conference on Pattern Recognition, 2010