Walid Barhoumi

Walid Barhoumi, Haythem Ghazouani, Aicha Ghourabi, 2020, 2020 IEEE 16th International Conference on Intelligent Computer Communication and Processing (ICCP).

Novel methods of image description and ensemble of classifiers in application to mammogram analysis

Stanislaw Osowski, Walid Barhoumi, Michal Kruk, 2017, Expert Syst. Appl..

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.

Optical-Flow-Based Approach for the Detection of Shoreline Changes Using Remote Sensing Data

Walid Barhoumi, Wanglin Yan, Majed Bouchahma, 2017, 2017 IEEE/ACS 14th International Conference on Computer Systems and Applications (AICCSA).

Sparse coding-based representation of LBP difference for 3D/4D facial expression recognition

Walid Barhoumi, Haythem Ghazouani, Hela Bejaoui, 2019, Multimedia Tools and Applications.

Skeleton-based comparison of throwing motion for handball players

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

Fully Automated Facial Expression Recognition Using 3D Morphable Model and Mesh-Local Binary Pattern

Walid Barhoumi, Haythem Ghazouani, Hela Bejaoui, 2017, ACIVS.

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..

On-the-fly Extraction of Key Frames for Efficient Video Summarization

Ezzeddine Zagrouba, Walid Barhoumi, 2013 .

A cost efficient approach for automatic non-rigid registration of medical images

Ezzeddine Zagrouba, Walid Barhoumi, Sami Dhahbi, 2018 .

Retinal blood vessel segmentation in fundus images based on morphological operators within entropy information

Walid Barhoumi, Amer Ahmad, Amal Chouchene, 2021, International Conference on Machine Vision.

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

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

Chaos theory-based quantification of ROIs for mammogram classification

Ezzeddine Zagrouba, Walid Barhoumi, Sami Dhahbi, 2015 .

An efficient image-mosaicing method based on multifeature matching

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

Curvelet-based locality sensitive hashing for mammogram retrieval in large-scale datasets

Ezzeddine Zagrouba, Walid Barhoumi, Amira Jouirou, 2015, 2015 IEEE/ACS 12th International Conference of Computer Systems and Applications (AICCSA).

A Reliable Image Retrieval System Based on Spatial Disposition Graph Matching

Ezzeddine Zagrouba, Walid Barhoumi, Sonia Ouni, 2007 .

An image-based segmentation recommender using crowdsourcing and transfer learning for skin lesion extraction

Walid Barhoumi, Amira Soudani, W. Barhoumi, 2019, Expert Syst. Appl..

Towards a standard approach for medical images segmentation

Ezzeddine Zagrouba, Walid Barhoumi, 2005, The 3rd ACS/IEEE International Conference onComputer Systems and Applications, 2005..

Multi-view content-based mammogram retrieval using dynamic similarity and locality sensitive hashing

Walid Barhoumi, Abir Baâzaoui, Amira Jouirou, 2021, Pattern Recognit..

Comparative Study of Relevant Methods for MRI/X Brain Image Registration

Walid Barhoumi, Abir Baâzaoui, Marwa Abderrahim, 2020, ICOST.

Gradient-based generation of intermediate images for heterogeneous tumor segmentation within hybrid PET/MRI scans

Arafet Sbei, Khaoula ElBedoui, Walid Barhoumi, 2020, Comput. Biol. Medicine.

A PRELIMARY APPROACH FOR THE AUTOMATED RECOGNITION OF MALIGNANT MELANOMA

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

A prototype of a generic computer-aided diagnosis system based on medical images

Ezzeddine Zagrouba, Walid Barhoumi, 2006 .

Locality-sensitive hashing for region-based large-scale image indexing

Ezzeddine Zagrouba, Walid Barhoumi, Abir Gallas, 2015, IET Image Process..

Breast cancer diagnosis in digitized mammograms using curvelet moments

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

Unsupervised background reconstruction based on iterative median blending and spatial segmentation

Ezzeddine Zagrouba, Walid Barhoumi, Slim Amri, 2010, 2010 IEEE International Conference on Imaging Systems and Techniques.

Genetic programming-based learning of texture classification descriptors from Local Edge Signature

Walid Barhoumi, Haythem Ghazouani, W. Barhoumi, 2020, Expert Syst. Appl..

Seuillage par hystérésis pour le test de photo-consistance des voxels dans le cadre de la reconstruction 3D pdf

Ezzeddine Zagrouba, Walid Barhoumi, Mohammed Chafik Bakkay, 2018, ArXiv.

Towards semantic visual features for malignancy description within medical images

Ezzeddine Zagrouba, Walid Barhoumi, Abir Baâzaoui, 2017, 2017 13th IEEE International Conference on Intelligent Computer Communication and Processing (ICCP).

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

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

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..

Multi-view score fusion for content-based mammogram retrieval

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

Unsupervised Method Based on Superpixel Segmentation for Corpus Callosum Parcellation in MRI Scans

Khaoula ElBedoui, Walid Barhoumi, Amal Jlassi, 2020, ICOST.

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

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

Aggregation of classifiers ensemble using local discriminatory power and quantiles

Stanislaw Osowski, Walid Barhoumi, Michal Kruk, 2016, Expert Syst. Appl..

Simultaneous Semi-supervised Segmentation of Category-Independent Objects from a Collection of Images

Walid Barhoumi, Ezzeddine Zagrouba, Hager Merdassi, 2017 .

An Accelerated System for Melanoma Diagnosis Based on Subset Feature Selection

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

Bouclage de pertinence négatif pour la recherche des images à base de descripteurs de sous-bandes d'ondelettes

Ezzeddine Zagrouba, Walid Barhoumi, Abir Gallas, 2012, Traitement du Signal.

Efficient Face Verification Under Makeup Using Few Salient Facial Regions

Walid Barhoumi, Haythem Ghazouani, Khouloud Ferchichi, 2020 .

Deep learning versus classical neural approach to mammogram recognition

Walid Barhoumi, Stanislaw Osowski, Michal Kruk, 2018 .

A Collaborative System forPigmented SkinLesions Malignancy Tracking

Ezzeddine Zagrouba, Walid Barhoumi, 2007 .

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

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

Trajectories Comparing Based on Matching and Distance Evaluation Within Stiefel and Grassmann Manifolds

Hassen Drira, Ezzeddine Zagrouba, Walid Barhoumi, 2017, ICIS 2017.

High-Dimensional Image Data Sets Retrieval: Improving Accuracy Using a Weighted Relevance Feedback

Ezzeddine Zagrouba, Walid Barhoumi, Abir Gallas, 2015, Int. J. Semantic Comput..

Dynamic distance learning for joint assessment of visual and semantic similarities within the framework of medical image retrieval

Walid Barhoumi, Abir Baâzaoui, Marwa Abderrahim, 2020, Comput. Biol. Medicine.

Detection of highly articulated moving objects by using co-segmentation with application to athletic video sequences

Walid Barhoumi, 2015, Signal Image Video Process..

A Genetic Programming Method for Scale-Invariant Texture Classification

Walid Barhoumi, Haythem Ghazouani, Yosra Antit, 2020, EANN.

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

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

Person Re-Identification from different views based on dynamic linear combination of distances

Hassen Drira, Ezzeddine Zagrouba, Walid Barhoumi, 2021, Multim. Tools Appl..

Genetic programming-based fusion of HOG and LBP features for fully automated texture classification

Walid Barhoumi, Haythem Ghazouani, Mohamed Hazgui, 2021, The Visual Computer.

Towards non-data-hungry and fully-automated diagnosis of breast cancer from mammographic images

Walid Barhoumi, Haythem Ghazouani, W. Barhoumi, 2021, Comput. Biol. Medicine.

Evolutionary-based generation of rotation and scale invariant texture descriptors from SIFT keypoints

Walid Barhoumi, Haythem Ghazouani, Mohamed Hazgui, 2021, Evolving Systems.

Shared Information-Based Late Fusion for Four Mammogram Views Retrieval using Data-driven Distance Selection

Walid Barhoumi, Amira Jouirou, Abir Baâzaoui, 2021, VISIGRAPP.

Skin lesion image retrieval using transfer learning-based approach for query-driven distance recommendation

Walid Barhoumi, Afifa Khelifa, W. Barhoumi, 2021, Comput. Biol. Medicine.

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).

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

Rostom Mabrouk, Ezzeddine Zagrouba, Walid Barhoumi, 2016 .

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

SEMIAUTOMATIC DETECTION OF TUMORAL ZONE

Ezzeddine Zagrouba, Walid Barhoumi, 2011 .

Color Images Co-segmentation Based on Fuzzy Local-Entropy Classification

Ezzeddine Zagrouba, Walid Barhoumi, Hager Merdassi, 2012, MMSP 2012.

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 .

Integration of a Fuzzy Spatial Constraint into Active Shape Models for ROI Detection in Medical Images

Nawres Khlifa, Walid Barhoumi, Mouna Abidi, 2015 .