Adel Hafiane

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 50

Top Venues

University of Paris-Sud, Orsay, France (PHD)

Education History

University of Paris-Sud, Orsay, France

PHD

Publications

Farouq Benchallal, Adel Hafiane, Nicolas Ragot, Raphaël Canals
ConvNeXt based semi-supervised approach with consistency regularization for weeds classification. Expert Syst. Appl. 239 (2024)
Le Trung Thanh, Karim Abed-Meraim, Nguyen Linh Trung, Adel Hafiane
A novel recursive least-squares adaptive method for streaming tensor-train decomposition with incomplete observations. Signal Process. 216 (2024)
Anas Berka, Youssef Es-Saady, Mohamed El Hajji, Raphaël Canals, Adel Hafiane
Enhancing DeepLabV3+ for aerial image semantic segmentation using weighted upsampling. ISIVC (2024)
Yanbo Feng, Adel Hafiane, Hélène Laurent
A weakly supervised end-to-end framework for semantic segmentation of cancerous area in whole slide image. Pattern Anal. Appl. 27 (2) (2024)
Abhisek Ray, Maheshkumar H. Kolekar, Raman Balasubramanian, Adel Hafiane
Transfer Learning Enhanced Vision-based Human Activity Recognition: A Decade-long Analysis. Int. J. Inf. Manag. Data Insights 3 (1) (2023)
Mamadou Dian Bah, Adel Hafiane, Raphaël Canals
Hierarchical graph representation for unsupervised crop row detection in images. Expert Syst. Appl. 216 (2023)
Le Trung Thanh, Karim Abed-Meraim, Nguyen Linh Trung, Adel Hafiane
A Contemporary and Comprehensive Survey on Streaming Tensor Decomposition. IEEE Trans. Knowl. Data Eng. 35 (11) (2023)
William Maillet, Maryam Ouhami, Adel Hafiane
Fusion of Satellite Images and Weather Data With Transformer Networks for Downy Mildew Disease Detection. IEEE Access 11 (2023)
Sofiane Elguendouze, Adel Hafiane, Marcilio C. P. de Souto, Anaïs Halftermeyer
Explainability in image captioning based on the latent space. Neurocomputing 546 (2023)
Le Trung Thanh, Karim Abed-Meraim, Nguyen Linh Trung, Adel Hafiane
Tracking online low-rank approximations of higher-order incomplete streaming tensors. Patterns 4 (6) (2023)
Le Trung Thanh, Karim Abed-Meraim, Nguyen Linh Trung, Adel Hafiane
Robust Tensor Tracking With Missing Data and Outliers: Novel Adaptive CP Decomposition and Convergence Analysis. IEEE Trans. Signal Process. 70 (2022)
Le Trung Thanh, Karim Abed-Meraim, Adel Hafiane, Nguyen Linh Trung
Sparse Subspace Tracking in High Dimensions. ICASSP (2022)
Le Trung Thanh, Karim Abed-Meraim, Nguyen Linh Trung, Adel Hafiane
Robust Tensor Tracking With Missing Data Under Tensor-Train Format. EUSIPCO (2022)
Yanbo Feng, Adel Hafiane, Hélène Laurent
Weakly Supervised Segmentation of Histopathology Images: An Insight in Feature Maps Ability for Learning Models Interpretation. VISIGRAPP (5: VISAPP) (2022)
William Maillet, Maryam Ouhami, Adel Hafiane
Fusion of Satellite Images and Weather Data with Transformer Networks for Downy Mildew Disease Detection. CoRR (2022)
Eric Dericquebourg, Adel Hafiane, Raphaël Canals
Generative models-based data labeling for deep networks regression: application to seed maturity estimation from UAV multispectral images. CoRR (2022)
Sofiane Elguendouze, Marcilio C. P. de Souto, Adel Hafiane, Anaïs Lefeuvre-Halftermeyer
Towards Explainable Deep Learning for Image Captioning through Representation Space Perturbation. IJCNN (2022)
Reenul Reedha, Eric Dericquebourg, Raphaël Canals, Adel Hafiane
Transformer Neural Network for Weed and Crop Classification of High Resolution UAV Images. Remote. Sens. 14 (3) (2022)
Eric Dericquebourg, Adel Hafiane, Raphaël Canals
Generative-Model-Based Data Labeling for Deep Network Regression: Application to Seed Maturity Estimation from UAV Multispectral Images. Remote. Sens. 14 (20) (2022)
Reenul Reedha, Eric Dericquebourg, Raphaël Canals, Adel Hafiane
Vision Transformers For Weeds and Crops Classification Of High Resolution UAV Images. CoRR (2021)
Yanbo Feng, Adel Hafiane, Hélène Laurent
A deep learning based multiscale approach to segment the areas of interest in whole slide images. Comput. Medical Imaging Graph. 90 (2021)
Arnaud Paris, Adel Hafiane
Shape constraint function for artery tracking in ultrasound images. Comput. Medical Imaging Graph. 93 (2021)
Le Trung Thanh, Karim Abed-Meraim, Nguyen Link Trung, Adel Hafiane
A Fast Randomized Adaptive CP Decomposition For Streaming Tensors. ICASSP (2021)
Maryam Ouhami, Adel Hafiane, Youssef Es-Saady, Mohamed El Hajji, Raphaël Canals
Computer Vision, IoT and Data Fusion for Crop Disease Detection Using Machine Learning: A Survey and Ongoing Research. Remote. Sens. 13 (13) (2021)
Mohamed Kerkech, Adel Hafiane, Raphaël Canals
Vine disease detection in UAV multispectral images using optimized image registration and deep learning segmentation approach. Comput. Electron. Agric. 174 (2020)
Mohamed Lamine Bouibed, Hassiba Nemmour, Youcef Chibani, Adel Hafiane
Hybrid combination of Convolutional Neural Network Features for Robust Writer Retrieval of Historical Documents. AICCSA (2020)
Mamadou Dian Bah, Adel Hafiane, Raphaël Canals
CRowNet: Deep Network for Crop Row Detection in UAV Images. IEEE Access 8 (2020)
Mohamed Kerkech, Adel Hafiane, Raphaël Canals
VddNet: Vine Disease Detection Network Based on Multispectral Images and Depth Map. Remote. Sens. 12 (20) (2020)
Mohamed Kerkech, Adel Hafiane, Raphaël Canals, Frédéric Ros
Vine Disease Detection by Deep Learning Method Combined with 3D Depth Information. ICISP (2020)
Maryam Ouhami, Youssef Es-Saady, Mohamed El Hajji, Adel Hafiane, Raphaël Canals, Mostafa El Yassa
Deep Transfer Learning Models for Tomato Disease Detection. ICISP (2020)
Mohammad Alkhatib, Adel Hafiane, Pierre Vieyres
Merged 1D-2D Deep Convolutional Neural Networks for Nerve Detection in Ultrasound Images. ICPR (2020)
Yanbo Feng, Adel Hafiane, Hélène Laurent
A deep learning based multiscale approach to segment cancer area in liver whole slide image. CoRR (2020)
Mamadou Dian Bah, Adel Hafiane, Raphaël Canals, Bruno Emile
Deep features and One-class classification with unsupervised data for weed detection in UAV images. IPTA (2019)
Mohammad Alkhatib, Adel Hafiane, Pierre Vieyres, Alain Delbos
Deep visual nerve tracking in ultrasound images. Comput. Medical Imaging Graph. 76 (2019)
Mohammad Alkhatib, Adel Hafiane
Robust Adaptive Median Binary Pattern for Noisy Texture Classification and Retrieval. IEEE Trans. Image Process. 28 (11) (2019)
Zahraa Al-Milaji, Ilker Ersoy, Adel Hafiane, Kannappan Palaniappan, Filiz Bunyak
Integrating segmentation with deep learning for enhanced classification of epithelial and stromal tissues in H&E images. Pattern Recognit. Lett. 119 (2019)
Mamadou Dian Bah, Adel Hafiane, Raphaël Canals
Deep Learning with Unsupervised Data Labeling for Weed Detection in Line Crops in UAV Images. Remote. Sens. 10 (11) (2018)
Mohammad Alkhatib, Adel Hafiane, Omar Tahri, Pierre Vieyres, Alain Delbos
Adaptive median binary patterns for fully automatic nerves tracking in ultrasound images. Comput. Methods Programs Biomed. 160 (2018)
Mamadou Dian Bah, Adel Hafiane, Raphaël Canals
Deep Learning with unsupervised data labeling for weeds detection on UAV images. CoRR (2018)
Zakariya A. Oraibi, Hayder Yousif, Adel Hafiane, Guna Seetharaman, Kannappan Palaniappan
Learning Local and Deep Features for Efficient Cell Image Classification Using Random Forests. ICIP (2018)
Mohamed Kerkech, Adel Hafiane, Raphaël Canals
Deep leaning approach with colorimetric spaces and vegetation indices for vine diseases detection in UAV images. Comput. Electron. Agric. 155 (2018)
Mohammad Alkhatib, Adel Hafiane
Robust Adaptive Median Binary Pattern for noisy texture classification and retrieval. CoRR (2018)
Mamadou Dian Bah, Adel Hafiane, Raphaël Canals
Weeds detection in UAV imagery using SLIC and the hough transform. IPTA (2017)
Sonia Akkoul, Adel Hafiane, Olivier Rozenbaum, Eric Lespessailles, Rachid Jennane
3D Reconstruction of the proximal femur shape from few pairs of x-ray radiographs. Signal Process. Image Commun. 59 (2017)
Adel Hafiane, Pierre Vieyres, Alain Delbos
Deep learning with spatiotemporal consistency for nerve segmentation in ultrasound images. CoRR (2017)
Zakariya A. Oraibi, Morgane Irio, Adel Hafiane, Kannappan Palaniappan
Texture Classification using Multiple Local Descriptors. AIPR (2017)
Rima Belguechi, Adel Hafiane, Estelle Cherrier, Christophe Rosenberger
Comparative study on texture features for fingerprint recognition: application to the BioHashing template protection scheme. J. Electronic Imaging 25 (1) (2016)
Oussama Hadjerci, Adel Hafiane, Nicolas Morette, Cyril Novales, Pierre Vieyres, Alain Delbos
Assistive system based on nerve detection and needle navigation in ultrasound images for regional anesthesia. Expert Syst. Appl. 61 (2016)
Oussama Hadjerci, Adel Hafiane, Pierre Vieyres, Donatello Conte, Pascal Makris, Alain Delbos
On-line learning dynamic models for nerve detection in ultrasound videos. ICIP (2016)
V. B. Surya Prasath, Yasmin M. Kassim, Zakariya A. Oraibi, Jean-Baptiste Guiriec, Adel Hafiane, Guna Seetharaman, Kannappan Palaniappan
HEp-2 cell classification and segmentation using motif texture patterns and spatial features with random forests. ICPR (2016)
Oussama Hadjerci, Adel Hafiane, Pascal Makris, Donatello Conte, Pierre Vieyres, Alain Delbos
Nerve Localization by Machine Learning Framework with New Feature Selection Algorithm. ICIAP (1) (2015)
Filiz Bunyak, Adel Hafiane, Zahraa Al-Milaji, Ilker Ersoy, Anoop Haridas, Kannappan Palaniappan
A segmentation-based multi-scale framework for the classification of epithelial and stromal tissues in H&E images. BIBM (2015)
Adel Hafiane, Kannappan Palaniappan, Guna Seetharaman
Joint Adaptive Median Binary Patterns for texture classification. Pattern Recognit. 48 (8) (2015)
Oussama Hadjerci, Adel Hafiane, Donatello Conte, Pascal Makris, Pierre Vieyres, Alain Delbos
Ultrasound median nerve localization by classification based on despeckle filtering and feature selection. ICIP (2015)
Lotfi Houam, Adel Hafiane, Abdelhani Boukrouche, Eric Lespessailles, Rachid Jennane
One dimensional local binary pattern for bone texture characterization. Pattern Anal. Appl. 17 (1) (2014)
Adel Hafiane, Kannappan Palaniappan, Guna Seetharaman
Adaptive Median Binary Patterns for Texture Classification. ICPR (2014)
Oussama Hadjerci, Adel Hafiane, Pascal Makris, Donatello Conte, Pierre Vieyres, Alain Delbos
Nerve Detection in Ultrasound Images Using Median Gabor Binary Pattern. ICIAR (2) (2014)
Sonia Akkoul, Adel Hafiane, Remy Leconge, Khaled Harrar, Eric Lespessailles, Rachid Jennane
3D reconstruction method of the proximal femur and shape correction. IPTA (2014)
Adel Hafiane, Pierre Vieyres, Alain Delbos
Phase-based probabilistic active contour for nerve detection in ultrasound images for regional anesthesia. Comput. Biol. Medicine 52 (2014)
Sonia Akkoul, Adel Hafiane, Remy Leconge, Eric Lespessailles, Rachid Jennane
A 2D Matching Method for Reconstruction of 3D Proximal Femur using X-ray Images. VISAPP (1) (2013)
Sonia Akkoul, Adel Hafiane, Eric Lespessailles, Rachid Jennane
3D Femur Reconstruction Using X-Ray Stereo Pairs. ICIAP (2) (2013)
Lotfi Houam, Adel Hafiane, Abdelhani Boukrouche, Eric Lespessailles, Rachid Jennane
Texture characterization using local binary pattern and wavelets. Application to bone radiographs. IPTA (2012)
Jean-François Collumeau, Hélène Laurent, Adel Hafiane, Khaled Chetehouna
Fire scene segmentations for forest fire characterization: A comparative study. ICIP (2011)
Steve Rudz, Olivier Séro-Guillaume, Khaled Chetehouna, Adel Hafiane, Hélène Laurent
On an image segmentation method for forest fire metrology. ISPA (2011)
Lotfi Houam, Adel Hafiane, Rachid Jennane, Abdelhani Boukrouche, Eric Lespessailles
Trabecular Bone Anisotropy Characterization Using 1D Local Binary Patterns. ACIVS (1) (2010)
Kannappan Palaniappan, Filiz Bunyak, Adel Hafiane
Evaluation of Level Wet-Based Histology Image Segmentation Using Geometric Region Criteria. ISBI (2009)
Steve Rudz, Khaled Chetehouna, Adel Hafiane, Olivier Séro-Guillaume, Hélène Laurent
On the Evaluation of Segmentation Methods for Wildland Fire. ACIVS (2009)
Adel Hafiane, Guna Seetharaman, Kannappan Palaniappan, Bertrand Y. Zavidovique
Rotationally Invariant Hashing of Median Binary Patterns for Texture Classification. ICIAR (2008)
Adel Hafiane, Filiz Bunyak, Kannappan Palaniappan
Clustering initiated multiphase active contours and robust separation of nuclei groups for tissue segmentation. ICPR (2008)
Adel Hafiane, Filiz Bunyak, Kannappan Palaniappan
Fuzzy Clustering and Active Contours for Histopathology Image Segmentation and Nuclei Detection. ACIVS (2008)
Adel Hafiane, Kannappan Palaniappan, Guna Seetharaman
UAV-Video Registration Using Block-Based Features. IGARSS (2) (2008)
Adel Hafiane, Bertrand Y. Zavidovique
Local relational string and mutual matching for image retrieval. Inf. Process. Manag. 44 (3) (2008)
Adel Hafiane, Sébastien Chabrier, Christophe Rosenberger, Hélène Laurent
A New Supervised Evaluation Criterion for Region Based Segmentation Methods. ACIVS (2007)
Adel Hafiane, Guna Seetharaman, Bertrand Y. Zavidovique
Median Binary Pattern for Textures Classification. ICIAR (2007)
Adel Hafiane, Christophe Rosenberger, Hélène Laurent
Comparative study of texture feature for rotation invariant RECOGNITION. EUSIPCO (2007)
Adel Hafiane, Bertrand Y. Zavidovique
Local Relational String for Textures Classification. ICIP (2006)
Adel Hafiane, Subhasis Chaudhuri, Guna Seetharaman, Bertrand Y. Zavidovique
Region-based CBIR in GIS with local space filling curves to spatial representation. Pattern Recognit. Lett. 27 (4) (2006)
Adel Hafiane, Bertrand Y. Zavidovique, Subhasis Chaudhuri
A modified FCM with optimal Peano scans for image segmentation. ICIP (3) (2005)
Adel Hafiane, Bertrand Y. Zavidovique
Application des courbes de Peano en recherche d'image par le contenu. EGC (Ateliers) (2005)
Adel Hafiane, Bertrand Y. Zavidovique
FCM with Spatial and Multiresolution Constraints for Image Segmentation. ICIAR (2005)
Adel Hafiane, Bertrand Y. Zavidovique
Automating GIS Image Retrieval Based on MCM. ICIAR (1) (2004)

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Publication Activity (10 Years)

Top Topics

Top Venues

Adel Hafiane