Adel Hafiane

According to our database, Adel Hafiane authored at least 80 papers between 2004 and 2024.

Collaborative distances:

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

2024

A weakly supervised end-to-end framework for semantic segmentation of cancerous area in whole slide image.

Yanbo Feng, Adel Hafiane, Hélène Laurent

Pattern Anal. Appl., June, 2024

A novel recursive least-squares adaptive method for streaming tensor-train decomposition with incomplete observations.

Le Trung Thanh, Karim Abed-Meraim, Nguyen Linh Trung, Adel Hafiane

Signal Process., March, 2024

ConvNeXt based semi-supervised approach with consistency regularization for weeds classification.

Farouq Benchallal, Adel Hafiane, Nicolas Ragot, Raphaël Canals

Expert Syst. Appl., 2024

Enhancing DeepLabV3+ for aerial image semantic segmentation using weighted upsampling.

Anas Berka, Youssef Es-Saady, Mohamed El Hajji, Raphaël Canals, Adel Hafiane

Proceedings of the 12th IEEE International Symposium on Signal, 2024

2023

A Contemporary and Comprehensive Survey on Streaming Tensor Decomposition.

Le Trung Thanh, Karim Abed-Meraim, Nguyen Linh Trung, Adel Hafiane

IEEE Trans. Knowl. Data Eng., November, 2023

Tracking online low-rank approximations of higher-order incomplete streaming tensors.

Le Trung Thanh, Karim Abed-Meraim, Nguyen Linh Trung, Adel Hafiane

Patterns, June, 2023

Hierarchical graph representation for unsupervised crop row detection in images.

Mamadou Dian Bah, Adel Hafiane, Raphaël Canals

Expert Syst. Appl., April, 2023

Explainability in image captioning based on the latent space.

Sofiane Elguendouze, Adel Hafiane, Marcilio C. P. de Souto, Anaïs Halftermeyer

Neurocomputing, 2023

Transfer Learning Enhanced Vision-based Human Activity Recognition: A Decade-long Analysis.

Abhisek Ray, Maheshkumar H. Kolekar, Raman Balasubramanian, Adel Hafiane

Int. J. Inf. Manag. Data Insights, 2023

Fusion of Satellite Images and Weather Data With Transformer Networks for Downy Mildew Disease Detection.

William Maillet, Maryam Ouhami, Adel Hafiane

IEEE Access, 2023

2022

Robust Tensor Tracking With Missing Data and Outliers: Novel Adaptive CP Decomposition and Convergence Analysis.

Le Trung Thanh, Karim Abed-Meraim, Nguyen Linh Trung, Adel Hafiane

IEEE Trans. Signal Process., 2022

Transformer Neural Network for Weed and Crop Classification of High Resolution UAV Images.

Reenul Reedha, Eric Dericquebourg, Raphaël Canals, Adel Hafiane

Remote. Sens., 2022

Generative-Model-Based Data Labeling for Deep Network Regression: Application to Seed Maturity Estimation from UAV Multispectral Images.

Eric Dericquebourg, Adel Hafiane, Raphaël Canals

Remote. Sens., 2022

Generative models-based data labeling for deep networks regression: application to seed maturity estimation from UAV multispectral images.

Eric Dericquebourg, Adel Hafiane, Raphaël Canals

CoRR, 2022

Weakly Supervised Segmentation of Histopathology Images: An Insight in Feature Maps Ability for Learning Models Interpretation.

Yanbo Feng, Adel Hafiane, Hélène Laurent

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

Towards Explainable Deep Learning for Image Captioning through Representation Space Perturbation.

Sofiane Elguendouze, Marcilio C. P. de Souto, Adel Hafiane, Anaïs Lefeuvre-Halftermeyer

Proceedings of the International Joint Conference on Neural Networks, 2022

Sparse Subspace Tracking in High Dimensions.

Le Trung Thanh, Karim Abed-Meraim, Adel Hafiane, Nguyen Linh Trung

Proceedings of the IEEE International Conference on Acoustics, 2022

Robust Tensor Tracking With Missing Data Under Tensor-Train Format.

Le Trung Thanh, Karim Abed-Meraim, Nguyen Linh Trung, Adel Hafiane

Proceedings of the 30th European Signal Processing Conference, 2022

2021

Computer Vision, IoT and Data Fusion for Crop Disease Detection Using Machine Learning: A Survey and Ongoing Research.

Maryam Ouhami, Adel Hafiane, Youssef Es-Saady, Mohamed El Hajji, Raphaël Canals

Remote. Sens., 2021

Vision Transformers For Weeds and Crops Classification Of High Resolution UAV Images.

Reenul Reedha, Eric Dericquebourg, Raphaël Canals, Adel Hafiane

CoRR, 2021

Shape constraint function for artery tracking in ultrasound images.

Arnaud Paris, Adel Hafiane

Comput. Medical Imaging Graph., 2021

A deep learning based multiscale approach to segment the areas of interest in whole slide images.

Yanbo Feng, Adel Hafiane, Hélène Laurent

Comput. Medical Imaging Graph., 2021

A Fast Randomized Adaptive CP Decomposition For Streaming Tensors.

Le Trung Thanh, Karim Abed-Meraim, Nguyen Link Trung, Adel Hafiane

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

VddNet: Vine Disease Detection Network Based on Multispectral Images and Depth Map.

Mohamed Kerkech, Adel Hafiane, Raphaël Canals

Remote. Sens., 2020

A deep learning based multiscale approach to segment cancer area in liver whole slide image.

Yanbo Feng, Adel Hafiane, Hélène Laurent

CoRR, 2020

Vine disease detection in UAV multispectral images using optimized image registration and deep learning segmentation approach.

Mohamed Kerkech, Adel Hafiane, Raphaël Canals

Comput. Electron. Agric., 2020

CRowNet: Deep Network for Crop Row Detection in UAV Images.

Mamadou Dian Bah, Adel Hafiane, Raphaël Canals

IEEE Access, 2020

Merged 1D-2D Deep Convolutional Neural Networks for Nerve Detection in Ultrasound Images.

Mohammad Alkhatib, Adel Hafiane, Pierre Vieyres

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Deep Transfer Learning Models for Tomato Disease Detection.

Maryam Ouhami, Youssef Es-Saady, Mohamed El Hajji, Adel Hafiane, Raphaël Canals, Mostafa El Yassa

Proceedings of the Image and Signal Processing - 9th International Conference, 2020

Vine Disease Detection by Deep Learning Method Combined with 3D Depth Information.

Mohamed Kerkech, Adel Hafiane, Raphaël Canals, Frédéric Ros

Proceedings of the Image and Signal Processing - 9th International Conference, 2020

Hybrid combination of Convolutional Neural Network Features for Robust Writer Retrieval of Historical Documents.

Mohamed Lamine Bouibed, Hassiba Nemmour, Youcef Chibani, Adel Hafiane

Proceedings of the 17th IEEE/ACS International Conference on Computer Systems and Applications, 2020

2019

Robust Adaptive Median Binary Pattern for Noisy Texture Classification and Retrieval.

Mohammad Alkhatib, Adel Hafiane

IEEE Trans. Image Process., 2019

Integrating segmentation with deep learning for enhanced classification of epithelial and stromal tissues in H&E images.

Zahraa Al-Milaji, Ilker Ersoy, Adel Hafiane, Kannappan Palaniappan, Filiz Bunyak

Pattern Recognit. Lett., 2019

Deep visual nerve tracking in ultrasound images.

Mohammad Alkhatib, Adel Hafiane, Pierre Vieyres, Alain Delbos

Comput. Medical Imaging Graph., 2019

Deep features and One-class classification with unsupervised data for weed detection in UAV images.

Mamadou Dian Bah, Adel Hafiane, Raphaël Canals, Bruno Emile

Proceedings of the Ninth International Conference on Image Processing Theory, 2019

2018

Deep Learning with Unsupervised Data Labeling for Weed Detection in Line Crops in UAV Images.

Mamadou Dian Bah, Adel Hafiane, Raphaël Canals

Remote. Sens., 2018

Deep Learning with unsupervised data labeling for weeds detection on UAV images.

Mamadou Dian Bah, Adel Hafiane, Raphaël Canals

CoRR, 2018

Adaptive median binary patterns for fully automatic nerves tracking in ultrasound images.

Mohammad Alkhatib, Adel Hafiane, Omar Tahri, Pierre Vieyres, Alain Delbos

Comput. Methods Programs Biomed., 2018

Deep leaning approach with colorimetric spaces and vegetation indices for vine diseases detection in UAV images.

Mohamed Kerkech, Adel Hafiane, Raphaël Canals

Comput. Electron. Agric., 2018

Learning Local and Deep Features for Efficient Cell Image Classification Using Random Forests.

Zakariya A. Oraibi, Hayder Yousif, Adel Hafiane, Guna Seetharaman, Kannappan Palaniappan

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

2017

3D Reconstruction of the proximal femur shape from few pairs of x-ray radiographs.

Sonia Akkoul, Adel Hafiane, Olivier Rozenbaum, Eric Lespessailles, Rachid Jennane

Signal Process. Image Commun., 2017

Deep learning with spatiotemporal consistency for nerve segmentation in ultrasound images.

Adel Hafiane, Pierre Vieyres, Alain Delbos

CoRR, 2017

Weeds detection in UAV imagery using SLIC and the hough transform.

Mamadou Dian Bah, Adel Hafiane, Raphaël Canals

Proceedings of the Seventh International Conference on Image Processing Theory, 2017

Texture Classification using Multiple Local Descriptors.

Zakariya A. Oraibi, Morgane Irio, Adel Hafiane, Kannappan Palaniappan

Proceedings of the 2017 IEEE Applied Imagery Pattern Recognition Workshop, 2017

2016

Comparative study on texture features for fingerprint recognition: application to the BioHashing template protection scheme.

Rima Belguechi, Adel Hafiane, Estelle Cherrier, Christophe Rosenberger

J. Electronic Imaging, 2016

Assistive system based on nerve detection and needle navigation in ultrasound images for regional anesthesia.

Oussama Hadjerci, Adel Hafiane, Nicolas Morette, Cyril Novales, Pierre Vieyres, Alain Delbos

Expert Syst. Appl., 2016

HEp-2 cell classification and segmentation using motif texture patterns and spatial features with random forests.

V. B. Surya Prasath, Yasmin M. Kassim, Zakariya A. Oraibi, Jean-Baptiste Guiriec, Adel Hafiane, Guna Seetharaman, Kannappan Palaniappan

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

On-line learning dynamic models for nerve detection in ultrasound videos.

Oussama Hadjerci, Adel Hafiane, Pierre Vieyres, Donatello Conte, Pascal Makris, Alain Delbos

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

2015

Joint Adaptive Median Binary Patterns for texture classification.

Adel Hafiane, Kannappan Palaniappan, Guna Seetharaman

Pattern Recognit., 2015

Ultrasound median nerve localization by classification based on despeckle filtering and feature selection.

Oussama Hadjerci, Adel Hafiane, Donatello Conte, Pascal Makris, Pierre Vieyres, Alain Delbos

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Nerve Localization by Machine Learning Framework with New Feature Selection Algorithm.

Oussama Hadjerci, Adel Hafiane, Pascal Makris, Donatello Conte, Pierre Vieyres, Alain Delbos

Proceedings of the Image Analysis and Processing - ICIAP 2015, 2015

A segmentation-based multi-scale framework for the classification of epithelial and stromal tissues in H&E images.

Filiz Bunyak, Adel Hafiane, Zahraa Al-Milaji, Ilker Ersoy, Anoop Haridas, Kannappan Palaniappan

Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015

2014

One dimensional local binary pattern for bone texture characterization.

Lotfi Houam, Adel Hafiane, Abdelhani Boukrouche, Eric Lespessailles, Rachid Jennane

Pattern Anal. Appl., 2014

Phase-based probabilistic active contour for nerve detection in ultrasound images for regional anesthesia.

Adel Hafiane, Pierre Vieyres, Alain Delbos

Comput. Biol. Medicine, 2014

3D reconstruction method of the proximal femur and shape correction.

Sonia Akkoul, Adel Hafiane, Remy Leconge, Khaled Harrar, Eric Lespessailles, Rachid Jennane

Proceedings of the 4th International Conference on Image Processing Theory, 2014

Adaptive Median Binary Patterns for Texture Classification.

Adel Hafiane, Kannappan Palaniappan, Guna Seetharaman

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

Nerve Detection in Ultrasound Images Using Median Gabor Binary Pattern.

Oussama Hadjerci, Adel Hafiane, Pascal Makris, Donatello Conte, Pierre Vieyres, Alain Delbos

Proceedings of the Image Analysis and Recognition - 11th International Conference, 2014

2013

A 2D Matching Method for Reconstruction of 3D Proximal Femur using X-ray Images.

Sonia Akkoul, Adel Hafiane, Remy Leconge, Eric Lespessailles, Rachid Jennane

Proceedings of the VISAPP 2013, 2013

3D Femur Reconstruction Using X-Ray Stereo Pairs.

Sonia Akkoul, Adel Hafiane, Eric Lespessailles, Rachid Jennane

Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

2012

Texture characterization using local binary pattern and wavelets. Application to bone radiographs.

Lotfi Houam, Adel Hafiane, Abdelhani Boukrouche, Eric Lespessailles, Rachid Jennane

Proceedings of the 3rd International Conference on Image Processing Theory Tools and Applications, 2012

2011

On an image segmentation method for forest fire metrology.

Steve Rudz, Olivier Séro-Guillaume, Khaled Chetehouna, Adel Hafiane, Hélène Laurent

Proceedings of the 7th International Symposium on Image and Signal Processing and Analysis, 2011

Fire scene segmentations for forest fire characterization: A comparative study.

Jean-François Collumeau, Hélène Laurent, Adel Hafiane, Khaled Chetehouna

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

2010

Trabecular Bone Anisotropy Characterization Using 1D Local Binary Patterns.

Lotfi Houam, Adel Hafiane, Rachid Jennane, Abdelhani Boukrouche, Eric Lespessailles

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2010

2009

Evaluation of Level Wet-Based Histology Image Segmentation Using Geometric Region Criteria.

Kannappan Palaniappan, Filiz Bunyak, Adel Hafiane

Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

On the Evaluation of Segmentation Methods for Wildland Fire.

Steve Rudz, Khaled Chetehouna, Adel Hafiane, Olivier Séro-Guillaume, Hélène Laurent

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2009

2008

Local relational string and mutual matching for image retrieval.

Adel Hafiane, Bertrand Y. Zavidovique

Inf. Process. Manag., 2008

UAV-Video Registration Using Block-Based Features.

Adel Hafiane, Kannappan Palaniappan, Guna Seetharaman

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Clustering initiated multiphase active contours and robust separation of nuclei groups for tissue segmentation.

Adel Hafiane, Filiz Bunyak, Kannappan Palaniappan

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Rotationally Invariant Hashing of Median Binary Patterns for Texture Classification.

Adel Hafiane, Guna Seetharaman, Kannappan Palaniappan, Bertrand Y. Zavidovique

Proceedings of the Image Analysis and Recognition, 5th International Conference, 2008

Fuzzy Clustering and Active Contours for Histopathology Image Segmentation and Nuclei Detection.

Adel Hafiane, Filiz Bunyak, Kannappan Palaniappan

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2008

2007

Median Binary Pattern for Textures Classification.

Adel Hafiane, Guna Seetharaman, Bertrand Y. Zavidovique

Proceedings of the Image Analysis and Recognition, 4th International Conference, 2007

Comparative study of texture feature for rotation invariant RECOGNITION.

Adel Hafiane, Christophe Rosenberger, Hélène Laurent

Proceedings of the 15th European Signal Processing Conference, 2007

A New Supervised Evaluation Criterion for Region Based Segmentation Methods.

Adel Hafiane, Sébastien Chabrier, Christophe Rosenberger, Hélène Laurent

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2007

2006

Region-based CBIR in GIS with local space filling curves to spatial representation.

Adel Hafiane, Subhasis Chaudhuri, Guna Seetharaman, Bertrand Y. Zavidovique

Pattern Recognit. Lett., 2006

Local Relational String for Textures Classification.

Adel Hafiane, Bertrand Y. Zavidovique

Proceedings of the International Conference on Image Processing, 2006

2005

Caracterisation de Textures et Segmentation pour la recherche d'images par le contenu. (Texture characterization and Segmentation for Content Based Image Retrieval).

Adel Hafiane

PhD thesis, 2005

A modified FCM with optimal Peano scans for image segmentation.

Adel Hafiane, Bertrand Y. Zavidovique, Subhasis Chaudhuri

Proceedings of the 2005 International Conference on Image Processing, 2005

FCM with Spatial and Multiresolution Constraints for Image Segmentation.

Adel Hafiane, Bertrand Y. Zavidovique

Proceedings of the Image Analysis and Recognition, Second International Conference, 2005

Application des courbes de Peano en recherche d'image par le contenu.

Adel Hafiane, Bertrand Y. Zavidovique

Proceedings of the Extraction des connaissances : Etat et perspectives (Ateliers de la conférence EGC'2005), 2005

2004

Automating GIS Image Retrieval Based on MCM.

Adel Hafiane, Bertrand Y. Zavidovique

Proceedings of the Image Analysis and Recognition: International Conference, 2004