E. Zagrouba

发表

Multiple leaflets-based identification approach for compound leaf species

Nozha Boujemaa, Ezzeddine Zagrouba, Olfa Mzoughi, 2014, EMR@ICMR.

Semantic-based automatic structuring of leaf images for advanced plant species identification

Nozha Boujemaa, Ezzeddine Zagrouba, Olfa Mzoughi, 2016, Multimedia Tools and Applications.

A Comparative Study between Spatial-Temporal Orthogonal Moments for Volumes Description

Imen Lassoued, Ezzeddine Zagrouba, Manel Boutaleb, 2012, 2012 Fourth International Conference on Intelligent Networking and Collaborative Systems.

Breast cancer diagnosis in digitized mammograms using curvelet moments

Ezzeddine Zagrouba, Walid Barhoumi, Sami Dhahbi, 2015, Comput. Biol. Medicine.

A Robust Embedding Scheme and an Efficient Evaluation Protocol for 3D Meshes Watermarking

Ezzeddine Zagrouba, Saoussen Ben Jabra, E. Zagrouba, 2011, Int. J. Comput. Vis. Image Process..

Image Retrieval Using Spatial Dominant Color Descriptor

Ezzeddine Zagrouba, Sonia Ouni, Imen Ben Rejeb, 2017, 2017 IEEE/ACS 14th International Conference on Computer Systems and Applications (AICCSA).

A Robust and Unified Algorithm for Indoor and Outdoor Scenes Based on Region Segmentation

Ezzeddine Zagrouba, A. Jaoua, T. Hedidar, 1999, IEA/AIE.

Estimation of mass function in evidence theory for fusion of gray level based images

E. Zagrouba, M. Wafa, 2010, ICSES 2010 International Conference on Signals and Electronic Circuits.

Semi-supervised image classification in large datasets by using random forest and fuzzy quantification of the salient object

Ezzeddine Zagrouba, Walid Barhoumi, Hager Merdassi, 2014, 2014 International Workshop on Computational Intelligence for Multimedia Understanding (IWCIM).

Flower image segmentation based on color analysis and a supervised evaluation

E. Zagrouba, A. Najjar, E. Zagrouba, 2012, 2012 International Conference on Communications and Information Technology (ICCIT).

An efficient and robust 3 D mesh compression based on 3 D watermarking and wavelet transform

E. Zagrouba, 2012 .

Multi-Objects Segmentation and Tracking Based Graph-Cuts

E. Zagrouba, A. Soudani, 2012 .

Les Moments de Zernike spatio-temporels pour la description et la classification des actions dans les vidéos

E. Zagrouba, I. Lassoued, Y. Chahir, 2011 .

Semi-Automated Segmentation of Single and Multiple Tumors in Liver CT Images Using Entropy-Based Fuzzy Region Growing

Ezzeddine Zagrouba, Walid Barhoumi, Amr Ahmed, 2017 .

USING CONTOURS AND REGIONS

E. Zagrouba, C. Krey, 2017 .

REGION'S BOUNDARIES ESTIMATION USING GENETIC ALGORITHMS IN INDOOR SCENES

E. Zagrouba, W. Barhoumi, 2002 .

Concepts Extraction based on HTML Documents Structure

Ezzeddine Zagrouba, Rim Zarrad, Narjes Doggaz, 2012, ICAART.

An online approach for multi-sprite generation based on physical camera parameters estimation

M. C. Bakkay, E. Zagrouba, W. Barhoumi, 2011 .

A New Spatial Colour Metric for Perceptual Comparison

E. Zagrouba, M. Herbin, S. Ouni, 2008 .

Detection and matching of multiple occluded moving people for human tracking in colour video sequences

E. Zagrouba, W. Barhoumi, S. Amri, 2011 .

A Tabu Approach for Reconstructing Non-Interior Holes Binary Images

Alain Billionnet, Fethi Jarray, Ghassen Tlig, 2015, IWCIA.

Glioma classification via MR images radiomics analysis

E. Zagrouba, H. Ouerghi, Olfa Mourali, 2021, The Visual Computer.

Convolutional neural network-based multimodal image fusion via similarity learning in the shearlet domain

E. Zagrouba, Olfa Mourali, Haithem Hermessi, 2018, Neural Computing and Applications.

Class-adapted local fisher discriminant analysis to reduce highly-dimensioned data on commodity hardware: application to hyperspectral images

E. Zagrouba, S. Bouzidi, Rania Zaatour, 2019, Multimedia Tools and Applications.

Key frame extraction for video summarization using local description and repeatability graph clustering

E. Zagrouba, S. Bahroun, Hana Gharbi, 2018, Signal, Image and Video Processing.

A tabu search approach for the reconstruction of binary images without empty interior region

A. Billionnet, E. Zagrouba, Fethi Jarray, 2017 .

Programmation discrète pour la reconstruction de matrices convexes

A. Billionnet, E. Zagrouba, Fethi Jarray, 2012 .

Land Cover Clustering based on Improved Dictionary Learning Method from Modis Data

Ezzeddine Zagrouba, Sonia Bouzidi, Mariem Zaouali, 2016, VISIGRAPP.

Review of multiscale geometric decompositions in a remote sensing context

Ezzeddine Zagrouba, Sonia Bouzidi, Mariem Zaouali, 2016, J. Electronic Imaging.

Multi-kernel sparse subspace clustering on the Riemannian manifold of symmetric positive definite matrices

Ezzeddine Zagrouba, Sabra Hechmi, Abir Gallas, 2019, Pattern Recognit. Lett..

A New No-reference Method for Color Image Quality Assessment

E. Zagrouba, S. Ouni, M. Chambah, 2012 .

Human actions recognition: an approach based on stable motion boundary fields

Imen Lassoued, Ezzeddine Zagrouba, E. Zagrouba, 2017, Multimedia Tools and Applications.

Multi-view score fusion for content-based mammogram retrieval

Ezzeddine Zagrouba, Walid Barhoumi, Sami Dhahbi, 2015, International Conference on Machine Vision.

Video Action Classification: A New Approach Combining Spatio-temporal Krawtchouk Moments and Laplacian Eigenmaps

Imen Lassoued, Ezzeddine Zagrouba, Youssef Chahir, 2011, 2011 Seventh International Conference on Signal Image Technology & Internet-Based Systems.

Multimodal medical image fusion review: Theoretical background and recent advances

Ezzeddine Zagrouba, Olfa Mourali, Haithem Hermessi, 2021, Signal Process..

Spatio-temporal feature using optical flow based distribution for violence detection

Ezzeddine Zagrouba, Amira Ben Mabrouk, E. Zagrouba, 2017, Pattern Recognit. Lett..

A New PSO Based Kernel Clustering Method for Image Segmentation

Alya Slimene, Ezzeddine Zagrouba, E. Zagrouba, 2011, 2011 Seventh International Conference on Signal Image Technology & Internet-Based Systems.

A Survey of PET Image Segmentation: Applications in Oncology, Cardiology and Neurology

Rostom Mabrouk, Ezzeddine Zagrouba, Walid Barhoumi, 2016 .

Adaptive descriptor based on the geometric consistency of local image features: application to flower image classification

Ezzeddine Zagrouba, Asma Najjar, E. Zagrouba, 2016, J. Electronic Imaging.

Deep 3D-LBP: CNN-based fusion of shape modeling and texture descriptors for accurate face recognition

E. Zagrouba, S. Bahroun, Rahma Abed, 2021, The Visual Computer.

Robust anaglyph 3D video watermarking based on cyan mosaic generation and DCT insertion in Krawtchouk moments

Ezzeddine Zagrouba, Saoussen Ben Jabra, E. Zagrouba, 2021, The Visual Computer.

Glioma classification via MR images radiomics analysis

Ezzeddine Zagrouba, Hajer Ouerghi, Olfa Mourali, 2021, The Visual Computer.

Deep feature learning for soft tissue sarcoma classification in MR images via transfer learning

Ezzeddine Zagrouba, Olfa Mourali, Haithem Hermessi, 2019, Expert Syst. Appl..

Transfer learning with multiple convolutional neural networks for soft tissue sarcoma MRI classification

Ezzeddine Zagrouba, Olfa Mourali, Haithem Hermessi, 2019, International Conference on Machine Vision.

An Accelerated System for Melanoma Diagnosis Based on Subset Feature Selection

Ezzeddine Zagrouba, Walid Barhoumi, E. Zagrouba, 2005, J. Comput. Inf. Technol..

Objective and cost-efficient approach for skin lesions classification

E. Zagrouba, W. Barhoumi, E. Zagrouba, 2003 .

Semantic-based automatic structuring of leaf images for advanced plant species identification

N. Boujemaa, O. Mzoughi, Itheri Yahiaoui, 2016, Multimedia Tools and Applications.

Dense 3D SLAM in Dynamic Scenes Using Kinect

Ezzeddine Zagrouba, Mohammed Chafik Bakkay, Majdi Arafa, 2015, IbPRIA.

Key frame extraction for video summarization using local description and repeatability graph clustering

Ezzeddine Zagrouba, Hana Gharbi, Sahbi Bahroun, 2018, Signal Image Video Process..

Abnormal behavior recognition for intelligent video surveillance systems: A review

Ezzeddine Zagrouba, Amira Ben Mabrouk, E. Zagrouba, 2018, Expert Syst. Appl..

Unified approach for masses and microcalcifications detection in mammograms

E. Zagrouba, W. Barhoumi, S. Faker, 2004, Proceedings. 2004 International Conference on Information and Communication Technologies: From Theory to Applications, 2004..

A PRELIMARY APPROACH FOR THE AUTOMATED RECOGNITION OF MALIGNANT MELANOMA

Ezzeddine Zagrouba, Walid Barhoumi, E. Zagrouba, 2011 .

Advanced tree species identification using multiple leaf parts image queries

Nozha Boujemaa, Ezzeddine Zagrouba, Olfa Mzoughi, 2013, 2013 IEEE International Conference on Image Processing.

An Unsupervised Evaluation Measure of Image Segmentation: Application to Flower Image Segmentation

Ezzeddine Zagrouba, Asma Najjar, E. Zagrouba, 2012, ISVC.

Evaluation and fusion of image segmentation methods

E. Zagrouba, S. Amri, E. Zagrouba, 2006, 2006 2nd International Conference on Information & Communication Technologies.

Online multi-sprites based video watermarking robust to collusion and transcoding attacks for emerging applications

Ezzeddine Zagrouba, Saoussen Ben Jabra, Ines Bayoudh, 2017, Multimedia Tools and Applications.

An efficient image-mosaicing method based on multifeature matching

Ezzeddine Zagrouba, Walid Barhoumi, Slim Amri, 2009, Machine Vision and Applications.

Towards fast and parameter-independent support vector data description for image and video segmentation

Alya Slimene, Ezzeddine Zagrouba, E. Zagrouba, 2019, Expert Syst. Appl..

Fuzzy VA-Files for multi-label image annotation based on visual content of regions

E. Zagrouba, W. Barhoumi, S. Ouni, 2018, Signal, Image and Video Processing.

Fuzzy VA-Files for multi-label image annotation based on visual content of regions

Ezzeddine Zagrouba, Walid Barhoumi, Sonia Ouni, 2018, Signal Image Video Process..

Effective Region-based Relevance Feedback for Interactive Content-based Image Retrieval

Ezzeddine Zagrouba, Walid Barhoumi, Abir Gallas, 2009, KES IIMSS.

Robust Fuzzy-c-means for Image Segmentation

Ezzeddine Zagrouba, Moualhi Wafa, E. Zagrouba, 2016, IMAGAPP.

Improved Fuzzy-c-means for Noisy Image Segmentation

Ezzeddine Zagrouba, Moualhi Wafa, E. Zagrouba, 2009, SIGMAP.

Automated photo-consistency test for voxel colouring based on fuzzy adaptive hysteresis thresholding

Walid Barhoumi, Ezzeddine Zagrouba, Mohammed Chafik Bakkay, 2013, IET Image Process..

New Challenges of Face Detection in Paintings based on Deep Learning

André Bigand, Ezzeddine Zagrouba, Olfa Mzoughi, 2021, VISIGRAPP.

Image flower recognition based on a new method for color feature extraction

Ezzeddine Zagrouba, Asma Najjar, Amira Ben Mabrouk, 2014, 2014 International Conference on Computer Vision Theory and Applications (VISAPP).

False-positive reduction in computer-aided mass detection using mammographic texture analysis and classification

Ezzeddine Zagrouba, Walid Barhoumi, Sami Dhahbi, 2018, Comput. Methods Programs Biomed..

Ontologies For The Semantic-Based Medical Image Indexing: An Overview

Ezzeddine Zagrouba, Sylvie Desprès, Sonia Mhiri, 2008, IKE.

Toward a taxonomy of concepts using web documents structure

Ezzeddine Zagrouba, Rim Zarrad, Narjes Doggaz, 2012, IIWAS '12.

Weighted Linear Combination of Distances within Two Manifolds for 3D Human Action Recognition

Hassen Drira, Ezzeddine Zagrouba, Walid Barhoumi, 2019, VISIGRAPP.

Modeling Trajectories for 3D Motion Analysis

Hassen Drira, Ezzeddine Zagrouba, Walid Barhoumi, 2019, VISIGRAPP.

A comprehensive survey on object detection in Visual Art: taxonomy and challenge

O. Mzoughi, E. Zagrouba, A. Bigand, 2023, Multimedia Tools and Applications.

A Collaborative System for Pigmented Skin Lesions Malignancy Tracking

E. Zagrouba, W. Barhoumi, S. Dhahbi, 2007, 2007 IEEE International Workshop on Imaging Systems and Techniques.

Adaptive Region Based Active Contour Model for Image Segmentation

Ezzeddine Zagrouba, Amira Soudani, E. Zagrouba, 2017, 2017 IEEE/ACS 14th International Conference on Computer Systems and Applications (AICCSA).

Statistical Prior Based Deformable Models for People Detection and Tracking

Ezzeddine Zagrouba, Amira Soudani, E. Zagrouba, 2015, ICONIP.

Image Segmentation Based on Hybrid Adaptive Active Contour

Ezzeddine Zagrouba, Amira Soudani, E. Zagrouba, 2015, HAIS.

General bases indexing using approximate structure techniques

Ezzeddine Zagrouba, Abir Gallas, Neila Kacem, 2013, 2013 IEEE Second International Conference on Image Information Processing (ICIIP-2013).

A robust framework for joint background/foreground segmentation of complex video scenes filmed with freely moving camera

Ezzeddine Zagrouba, Walid Barhoumi, Slim Amri, 2009, Multimedia Tools and Applications.

Skeleton-based comparison of throwing motion for handball players

E. Zagrouba, W. Barhoumi, B. Agrebi, 2019, Journal of Ambient Intelligence and Humanized Computing.

Skeleton-based comparison of throwing motion for handball players

Ezzeddine Zagrouba, Walid Barhoumi, Amani Elaoud, 2019, Journal of Ambient Intelligence and Humanized Computing.

3-D Shearlet Transform Based Feature Extraction for Improved Joint Sparse Representation HSI Classification

Ezzeddine Zagrouba, Sonia Bouzidi, Mariem Zaouali, 2018, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

A Secure Integrated Fog Cloud-IoT Architecture based on Multi-Agents System and Blockchain

Ezzeddine Zagrouba, Lobna Hsairi, Chaima Gharbi, 2021, ICAART.

Reconstruction of Bicolored Images

Alain Billionnet, Fethi Jarray, Ghassen Tlig, 2015, IWCIA.

Model-based graph-cut method for automatic flower segmentation with spatial constraints

Ezzeddine Zagrouba, Asma Najjar, Siwar Ben Gamra, 2014, Image Vis. Comput..

Are existing procedures enough? Image and video quality assessment: review of subjective and objective metrics

Michel Herbin, Ezzeddine Zagrouba, Sonia Ouni, 2008, Electronic Imaging.

Kernel Maximum Mean Discrepancy for Region Merging Approach

Alya Slimene, Ezzeddine Zagrouba, E. Zagrouba, 2013, CAIP.

An eXplainable Artificial Intelligence Method for Deep Learning-Based Face Detection in Paintings

Siwar Ben Gamra, E. Zagrouba, A. Bigand, 2023, 2023 IEEE Symposium on Computers and Communications (ISCC).

Towards Explainability in Using Deep Learning for Face Detection in Paintings

Siwar Ben Gamra, O. Mzoughi, E. Zagrouba, 2023, ICPRAM.

Key frames extraction using graph modularity clustering for efficient video summarization

Ezzeddine Zagrouba, Hana Gharbi, Sahbi Bahroun, 2017, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Negative Relevance Feedback for Improving Retrieval in Large-Scale Image Collections

Ezzeddine Zagrouba, Walid Barhoumi, Abir Gallas, 2014, 2014 IEEE International Symposium on Multimedia.

Multimodal Registration of PET/MR Brain Images Based on Adaptive Mutual Information

Ezzeddine Zagrouba, Walid Barhoumi, Abir Baâzaoui, 2016, ACIVS.

An efficient and robust 3D mesh compression based on 3D watermarking and wavelet transform

Ezzeddine Zagrouba, Saoussen Ben Jabra, Yosra Didi, 2011, International Conference on Digital Image Processing.

Vers une métrique de description objective d'une sensation subjective

E. Zagrouba, M. Herbin, S. Ouni, 2009, ARIMA J..

Bayesian Approach in Kendall Shape Space for Plant Species Classification

Ezzeddine Zagrouba, Riadh Mtibaa, Hibat'Allah Rouahi, 2017, IbPRIA.

A Thermodynamic and Biologically Inspired Kernel Similarity Method

Alya Slimene, Ezzeddine Zagrouba, E. Zagrouba, 2016, 2016 IEEE 28th International Conference on Tools with Artificial Intelligence (ICTAI).

Non-subsampled shearlet transform based MRI and PET brain image fusion using simplified pulse coupled neural network and weight local features in YIQ colour space

Ezzeddine Zagrouba, Hajer Ouerghi, Olfa Mourali, 2018, IET Image Process..

Explainable AI for Deep Learning Based Potato Leaf Disease Detection

Siwar Ben Gamra, E. Zagrouba, André Bigand, 2023, 2023 IEEE International Conference on Fuzzy Systems (FUZZ).

Unsupervised Image-Adapted Local Fisher Discriminant Analysis to Reduce Hyperspectral Images Without Ground Truth

Ezzeddine Zagrouba, Sonia Bouzidi, Rania Zaatour, 2020, IEEE Transactions on Geoscience and Remote Sensing.

Ezzeddine Zagrouba, Walid Barhoumi, E. Zagrouba, 2008 .

On Combining Imputation Methods for Handling Missing Data

Ezzeddine Zagrouba, Nassima Ben Hariz, Hela Khoufi, 2017, IEA/AIE.

Convolutional neural network-based multimodal image fusion via similarity learning in the shearlet domain

Ezzeddine Zagrouba, Olfa Mourali, Haithem Hermessi, 2018, Neural Computing and Applications.

A comprehensive overview of deep learning based video watermarking: current works, challenges and future trends

E. Zagrouba, Saoussen Ben Jabra, Souha Mansour, 2024, Multimedia Tools and Applications.