Fast and robust image matching using contextual information and relaxation. - Desire Sidibé; Philippe Montesinos; Stefan Janaqi (VISAPP (2), 2007)

Une technique de relaxation pour la mise en correspondance d'images: Application à la reconnaissance d'objets et au suivi du visage. (A relaxation method for matching images with local invariant features : Application to object recognition and face tracking). - Dro Désiré Sidibé (2007)

Automatic background generation from a sequence of images based on robust mode estimation. - Desire Sidibé; Olivier Strauss; William Puech (Digital Photography, 2009)

Ghost detection and removal in High Dynamic Range Images. - Desire Sidibé; William Puech; Olivier Strauss (EUSIPCO, 2009)

Robust facial features tracking using geometric constraints and relaxation. - Desire Sidibé; Philippe Montesinos; Alain Trémeau (MMSP, 2009)

Using visual saliency for object tracking with particle filters. - Desire Sidibé; David Fofi; Fabrice Mériaudeau (EUSIPCO, 2010)

Tracking moving objects with a catadioptric sensor using particle filter. - François Rameau; Desire Sidibé; Cédric Demonceaux; David Fofi (ICCV Workshops, 2011)

Efficient Skin Detection under Severe Illumination Changes and Shadows. - Bishesh Khanal; Desire Sidibé (ICIRA (2), 2011)

Self-calibration of a PTZ Camera Using New LMI Constraints. - François Rameau; Adlane Habed; Cédric Demonceaux; Desire Sidibé; David Fofi (ACCV (4), 2012)

A Supervised Learning Framework for Automatic Prostate Segmentation in Trans Rectal Ultrasound Images. - Soumya Ghose; Jhimli Mitra; Arnau Oliver; Robert Marti; Xavier Lladó; Jordi Freixenet; Joan Carles Vilanova; Josep Comet; Desire Sidibé; Fabrice Mériaudeau (ACIVS, 2012)

Spectral clustering of shape and probability prior models for automatic prostate segmentation. - Soumya Ghose; Jhimli Mitra; Arnau Oliver; Robert Marti; Xavier Lladó; Jordi Freixenet; Joan Carles Vilanova; Josep Comet; Désiré Sidibé; Fabrice Mériaudeau (EMBC, 2012)

Joint probability of shape and image similarities to retrieve 2D TRUS-MR slice correspondence for prostate biopsy. - Jhimli Mitra; Soumya Ghose; Désiré Sidibé; Robert Marti; Arnau Oliver; Xavier Lladó; Joan Carles Vilanova; Josep Comet; Fabrice Mériaudeau (EMBC, 2012)

A coupled schema of probabilistic atlas and statistical shape and appearance model for 3D prostate segmentation in MR images. - Soumya Ghose; Jhimli Mitra; Arnau Oliver; Robert Marti; Xavier Lladó; Jordi Freixenet; Joan Carles Vilanova; Desire Sidibé; Fabrice Mériaudeau (ICIP, 2012)

Weighted likelihood function of multiple statistical parameters to retrieve 2D TRUS-MR slice correspondence for prostate biopsy. - Jhimli Mitra; Soumya Ghose; Desire Sidibé; Arnau Oliver; Robert Marti; Xavier Lladó; Joan Carles Vilanova; Josep Comet; Fabrice Mériaudeau (ICIP, 2012)

A Mumford-Shah functional based variational model with contour, shape, and probability prior information for prostate segmentation. - Soumya Ghose; Jhimli Mitra; Arnau Oliver; Robert Marti; Xavier Lladó; Jordi Freixenet; Joan Carles Vilanova; Josep Comet; Desire Sidibé; Fabrice Mériaudeau (ICPR, 2012)

Graph cut energy minimization in a probabilistic learning framework for 3D prostate segmentation in MRI. - Soumya Ghose; Jhimli Mitra; Arnau Oliver; Robert Marti; Xavier Lladó; Jordi Freixenet; Joan Carles Vilanova; Josep Comet; Desire Sidibé; Fabrice Mériaudeau (ICPR, 2012)

Spectral clustering to model deformations for fast multimodal prostate registration. - Jhimli Mitra; Zoltan Kato; Soumya Ghose; Desire Sidibé; Robert Marti; Xavier Lladó; Arnau Oliver; Joan Carles Vilanova; Fabrice Mériaudeau (ICPR, 2012)

An SVD-based approach for ghost detection and removal in high dynamic range images. - Abhilash Srikantha; Desire Sidibé; Fabrice Mériaudeau (ICPR, 2012)

A shape-based statistical method to retrieve 2D TRUS-MR slice correspondence for prostate biopsy. - Jhimli Mitra; Abhilash Srikantha; Désiré Sidibé; Robert Marti; Arnau Oliver; Xavier Lladó; Soumya Ghose; Joan Carles Vilanova; Josep Comet; Fabrice Mériaudeau (Image Processing, 2012)

Robust Road Signs Segmentation in Color Images. - Bishesh Khanal; Sharib Ali; Desire Sidibé (VISAPP (1), 2012)

Road Sign Detection and Shape Reconstruction using Gielis Curves. - Valentine Véga; Desire Sidibé; Yohan D. Fougerolle (VISAPP (1), 2012)

A survey of prostate segmentation methodologies in ultrasound, magnetic resonance and computed tomography images. - Soumya Ghose; Arnau Oliver; Robert Marti; Xavier Lladó; Joan Carles Vilanova; Jordi Freixenet; Jhimli Mitra; Désiré Sidibé; Fabrice Mériaudeau (Comput. Methods Programs Biomed., 2012)

A spline-based non-linear diffeomorphism for multimodal prostate registration. - Jhimli Mitra; Zoltan Kato; Robert Marti; Arnau Oliver; Xavier Lladó; Desire Sidibé; Soumya Ghose; Joan Carles Vilanova; Josep Comet; Fabrice Mériaudeau (Medical Image Anal., 2012)

Ghost detection and removal for high dynamic range images: Recent advances. - Abhilash Srikantha; Desire Sidibé (Signal Process. Image Commun., 2012)

Noise Robustness Analysis of Point Cloud Descriptors. - Yasir Salih; Aamir Saeed Malik; Nicolas Walter; Desire Sidibé; Naufal M. Saad; Fabrice Mériaudeau (ACIVS, 2013)

A performance evaluation of fusion techniques for spatio-temporal saliency detection in dynamic scenes. - Satya M. Muddamsetty; Desire Sidibé; Alain Trémeau; Fabrice Mériaudeau (ICIP, 2013)

Exudate segmentation on retinal atlas space. - Sharib Ali; Kedir M. Adal; Desire Sidibé; Thomas P. Karnowski; Edward Chaum; Fabrice Mériaudeau (ISPA, 2013)

Automated detection of microaneurysms using robust blob descriptors. - Kedir M. Adal; Sharib Ali; Désiré Sidibé; Thomas P. Karnowski; Edward Chaum; Fabrice Mériaudeau (Computer-Aided Diagnosis, 2013)

Steerable wavelet transform for atlas based retinal lesion segmentation. - Sharib Ali; Kedir M. Adal; Désiré Sidibé; Edward Chaum; Thomas P. Karnowski; Fabrice Mériaudeau (Image Processing, 2013)

Statistical atlas based exudate segmentation. - Sharib Ali; Desire Sidibé; Kedir M. Adal; Luca Giancardo; Edward Chaum; Thomas P. Karnowski; Fabrice Mériaudeau (Comput. Medical Imaging Graph., 2013)

A supervised learning framework of statistical shape and probability priors for automatic prostate segmentation in ultrasound images. - Soumya Ghose; Arnau Oliver; Jhimli Mitra; Robert Marti; Xavier Lladó; Jordi Freixenet; Desire Sidibé; Joan Carles Vilanova; Josep Comet; Fabrice Mériaudeau (Medical Image Anal., 2013)

Compressed VFH descriptor for 3D object classification. - Yasir Salih; Aamir Saeed Malik; Desire Sidibé; Mohammed Talal Simsim; Naufal M. Saad; Fabrice Mériaudeau (3DTV-Conference, 2014)

Adaptive Feature Selection for Object Tracking with Particle Filter. - Darshan Venkatrayappa; Désiré Sidibé; Fabrice Mériaudeau; Philippe Montesinos (ICIAR (2), 2014)

Spatio-temporal Saliency Detection in Dynamic Scenes Using Local Binary Patterns. - Satya M. Muddamsetty; Desire Sidibé; Alain Trémeau; Fabrice Mériaudeau (ICPR, 2014)

Control of a PTZ Camera in a Hybrid Vision System. - François Rameau; Cédric Demonceaux; Désiré Sidibé; David Fofi (VISAPP (3), 2014)

Color and flow based superpixels for 3D geometry respecting meshing. - Mohamad Motasem Nawaf; Abul Hasnat 001; Desire Sidibé; Alain Trémeau (WACV, 2014)

Automated detection of microaneurysms using scale-adapted blob analysis and semi-supervised learning. - Kedir M. Adal; Désiré Sidibé; Sharib Ali; Edward Chaum; Thomas P. Karnowski; Fabrice Mériaudeau (Comput. Methods Programs Biomed., 2014)

Multiple features extraction for timber defects detection and classification using SVM. - Mohamad Mazen Hittawe; Satya M. Muddamsetty; Desire Sidibé; Fabrice Mériaudeau (ICIP, 2015)

Automatic discrimination of color retinal images using the bag of words approach. - Ibrahim Sadek 002; Desire Sidibé; Fabrice Mériaudeau (Computer-Aided Diagnosis, 2015)

Bag of words representation and SVM classifier for timber knots detection on color images. - Mohamad Mazen Hittawe; Desire Sidibé; Fabrice Mériaudeau (MVA, 2015)

Automatic Detection and Tracking of Animal Sperm Cells in Microscopy Images. - Ouadi Beya; Mohamad Mazen Hittawe; Desire Sidibé; Fabrice Mériaudeau (SITIS, 2015)

Structure from motion using a hybrid stereo-vision system. - François Rameau; Desire Sidibé; Cédric Demonceaux; David Fofi (URAI, 2015)

Real-time Human Pose Estimation from Body-scanned Point Clouds. - Jilliam María Díaz Barros; Frederic Garcia; Désiré Sidibé (VISAPP (1), 2015)

Discrimination of retinal images containing bright lesions using sparse coded features and SVM. - Désiré Sidibé; Ibrahim Sadek 002; Fabrice Mériaudeau (Comput. Biol. Medicine, 2015)

Contributions à l'analyse et à l'interprétation des images : Extraction et représentation de caractéristiques. - Dro Désiré Sidibé (2016)

Classification of SD-OCT volumes with multi pyramids, LBP and HOG descriptors: Application to DME detections. - Khaled Alsaih; Guillaume Lemaitre; Joan Massich Vall; Mojdeh Rastgoo; Désiré Sidibé; Tien Yin Wong; Ecosse Lamoureux; Dan Milea; Carol Yim-lui Cheung; Fabrice Mériaudeau (EMBC, 2016)

Classifying DME vs normal SD-OCT volumes: A review. - Joan Massich; Mojdeh Rastgoo; Guillaume Lemaitre; Carol Yim-lui Cheung; Tien Yin Wong; Desire Sidibé; Fabrice Mériaudeau (ICPR, 2016)

On spatio-temporal saliency detection in videos using multilinear PCA. - Desire Sidibé; Mojdeh Rastgoo; Fabrice Mériaudeau (ICPR, 2016)

Classification of melanoma lesions using sparse coded features and random forests. - Mojdeh Rastgoo; Guillaume Lemaitre; Olivier Morel; Joan Massich; Rafael García; Fabrice Mériaudeau; Franck Marzani; Désiré Sidibé (Computer-Aided Diagnosis, 2016)

Classification of SD-OCT volumes for DME detection: an anomaly detection approach. - S. Sankar; Désiré Sidibé; Y. Cheung; Tien Yin Wong; Ecosse Lamoureux; Dan Milea; Fabrice Mériaudeau (Computer-Aided Diagnosis, 2016)

An anomaly detection approach for the identification of DME patients using spectral domain optical coherence tomography images. - Désiré Sidibé; Shrinivasan Sankar; Guillaume Lemaitre; Mojdeh Rastgoo; Joan Massich; Carol Yim-lui Cheung; Gavin Siew Wei Tan; Dan Milea; Ecosse Lamoureux; Tien Yin Wong; Fabrice Mériaudeau (Comput. Methods Programs Biomed., 2017)

Machine vision for timber grading singularities detection and applications. - Mohamad Mazen Hittawe; Désiré Sidibé; Ouadi Beya; Fabrice Mériaudeau (J. Electronic Imaging, 2017)

Salient objects detection in dynamic scenes using color and texture features. - Satya M. Muddamsetty; Désiré Sidibé; Alain Trémeau; Fabrice Mériaudeau (Multim. Tools Appl., 2018)

A survey on Visual-Based Localization: On the benefit of heterogeneous data. - Nathan Piasco; Désiré Sidibé; Cédric Demonceaux; Valérie Gouet-Brunet (Pattern Recognit., 2018)

Perspective-n-Learned-Point: Pose Estimation from Relative Depth. - Nathan Piasco; Désiré Sidibé; Cédric Demonceaux; Valérie Gouet-Brunet (BMVC, 2019)

Geometric Camera Pose Refinement with Learned Depth Maps. - Nathan Piasco; Désiré Sidibé; Cédric Demonceaux; Valérie Gouet-Brunet (ICIP, 2019)

Learning Scene Geometry for Visual Localization in Challenging Conditions. - Nathan Piasco; Désiré Sidibé; Valérie Gouet-Brunet; Cédric Demonceaux (ICRA, 2019)

Outdoor Scenes Pixel-wise Semantic Segmentation using Polarimetry and Fully Convolutional Network. - Marc Blanchon; Olivier Morel; Yifei Zhang 004; Ralph Seulin; Nathan Crombez; Désiré Sidibé (VISIGRAPP (5: VISAPP), 2019)

Exploration of Deep Learning-based Multimodal Fusion for Semantic Road Scene Segmentation. - Yifei Zhang 004; Olivier Morel; Marc Blanchon; Ralph Seulin; Mojdeh Rastgoo; Désiré Sidibé (VISIGRAPP (5: VISAPP), 2019)

Incorporating Depth Information into Few-Shot Semantic Segmentation. - Yifei Zhang 004; Désiré Sidibé; Olivier Morel; Fabrice Mériaudeau (ICPR, 2020)

Multiscale Attention-Based Prototypical Network For Few-Shot Semantic Segmentation. - Yifei Zhang 004; Désiré Sidibé; Olivier Morel; Fabrice Mériaudeau (ICPR, 2020)

Polarimetric image augmentation. - Marc Blanchon; Olivier Morel; Fabrice Mériaudeau; Ralph Seulin; Désiré Sidibé (ICPR, 2020)

P2D: a self-supervised method for depth estimation from polarimetry. - Marc Blanchon; Désiré Sidibé; Olivier Morel; Ralph Seulin; Daniel Braun 008; Fabrice Mériaudeau (ICPR, 2020)

Myocardial Infarction Quantification from Late Gadolinium Enhancement MRI Using Top-Hat Transforms and Neural Networks. - Ezequiel de la Rosa; Désiré Sidibé; Thomas Decourselle; Thibault Leclercq; Alexandre Cochet; Alain Lalande (Algorithms, 2021)

Towards urban scenes understanding through polarization cues. - Marc Blanchon; Désiré Sidibé; Olivier Morel; Ralph Seulin; Fabrice Mériaudeau (CoRR, 2021)

Improving Image Description with Auxiliary Modality for Visual Localization in Challenging Conditions. - Nathan Piasco; Désiré Sidibé; Valérie Gouet-Brunet; Cédric Demonceaux (Int. J. Comput. Vis., 2021)

Deep multimodal fusion for semantic image segmentation: A survey. - Yifei Zhang 004; Désiré Sidibé; Olivier Morel; Fabrice Mériaudeau (Image Vis. Comput., 2021)

A hybrid multi-modal visual data cross fusion network for indoor and outdoor scene segmentation. - Sijie Hu; Fabien Bonardi; Samia Bouchafa; Désiré Sidibé (ICPR, 2022)

A General Two-branch Decoder Architecture for Improving Encoder-decoder Image Segmentation Models. - Sijie Hu; Fabien Bonardi; Samia Bouchafa; Désiré Sidibé (VISIGRAPP (5: VISAPP), 2022)

IBISCape: A Simulated Benchmark for multi-modal SLAM Systems Evaluation in Large-scale Dynamic Environments. - Abanob Soliman; Fabien Bonardi; Désiré Sidibé; Samia Bouchafa (J. Intell. Robotic Syst., 2022)

A central multimodal fusion framework for outdoor scene image segmentation. - Yifei Zhang 004; Olivier Morel; Ralph Seulin; Fabrice Mériaudeau; Désiré Sidibé (Multim. Tools Appl., 2022)

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 (INISTA, 2023)

Robust RGB-D-IMU Calibration Method Applied to GPS-Aided Pose Estimation. - Abanob Soliman; Fabien Bonardi; Désiré Sidibé; Samia Bouchafa (VISIGRAPP (4: VISAPP), 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)

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)

MAV Localization in Large-Scale Environments: A Decoupled Optimization/Filtering Approach. - Abanob Soliman; Hicham Hadj-Abdelkader; Fabien Bonardi; Samia Bouchafa; Désiré Sidibé (Sensors, 2023)

Multi-modal unsupervised domain adaptation for semantic image segmentation. - Sijie Hu; Fabien Bonardi; Samia Bouchafa; Désiré Sidibé (Pattern Recognit., 2023)

Explainable AI For Retinal Pathology Detection In OCT Images. - Zainab Haddad; Hsouna Zgolli; Désiré Sidibé; Hedi Tabia; Nawres Khlifa (CoDIT, 2024)

A Comparative Evaluation of Self-Supervised Methods Applied to Rock Images Classification. - Van Thao Nguyen; Dominique Fourer; Désiré Sidibé; Jean-François Lecomte; Souhail Youssef (VISIGRAPP (2): VISAPP, 2024)

SCILLA: SurfaCe Implicit Learning for Large Urban Area, a volumetric hybrid solution. - Hala Djeghim; Nathan Piasco; Moussâb Bennehar; Luis Roldão; Dzmitry Tsishkou; Désiré Sidibé (CoRR, 2024)

Rethinking Self-Attention for Multispectral Object Detection. - Sijie Hu; Fabien Bonardi; Samia Bouchafa; Helmut Prendinger; Désiré Sidibé (IEEE Trans. Intell. Transp. Syst., 2024)

ViiNeuS: Volumetric Initialization for Implicit Neural Surface Reconstruction of Urban Scenes with Limited Image Overlap. - Hala Djeghim; Nathan Piasco; Moussâb Bennehar; Luis Roldao; Dzmitry Tsishkou; Désiré Sidibé (CVPR, 2025)

A Deep Learning Approach for Predicting the Response to Anti-VEGF Treatment in Diabetic Macular Edema Patients Using Optical Coherence Tomography Images. - Karima Garraoui; Ines Rahmany; Salah Dhahri; Hedi Tabia; Désiré Sidibé; Hsouna Zgolli; Nawres Khlifa (ICAART (2), 2025)

DH-PTAM: A Deep Hybrid Stereo Events-Frames Parallel Tracking and Mapping System. - Abanob Soliman; Fabien Bonardi; Désiré Sidibé; Samia Bouchafa (IEEE Trans. Intell. Veh., 2025)

SAIL: Self-supervised Albedo Estimation from Real Images with a Latent Diffusion Model. - Hala Djeghim; Nathan Piasco; Luis Roldão; Moussâb Bennehar; Dzmitry Tsishkou; Céline Loscos; Désiré Sidibé (CoRR, 2025)