Desire Sidibé

According to our database, Desire Sidibé authored at least 82 papers between 2007 and 2024.

Collaborative distances:

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

2024

Rethinking Self-Attention for Multispectral Object Detection.

Sijie Hu, Fabien Bonardi, Samia Bouchafa, Helmut Prendinger, Désiré Sidibé

IEEE Trans. Intell. Transp. Syst., November, 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

A Comparative Evaluation of Self-Supervised Methods Applied to Rock Images Classification.

Van Thao Nguyen, Dominique Fourer, Désiré Sidibé, Jean-François Lecomte, Souhail Youssef

Proceedings of the 19th International Joint Conference on Computer Vision, 2024

Explainable AI For Retinal Pathology Detection In OCT Images.

Zainab Haddad, Hsouna Zgolli, Désiré Sidibé, Hedi Tabia, Nawres Khlifa

Proceedings of the 10th International Conference on Control, 2024

2023

Multi-modal unsupervised domain adaptation for semantic image segmentation.

Sijie Hu, Fabien Bonardi, Samia Bouchafa, Désiré Sidibé

Pattern Recognit., May, 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

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

DH-PTAM: A Deep Hybrid Stereo Events-Frames Parallel Tracking And Mapping System.

Abanob Soliman, Fabien Bonardi, Désiré Sidibé, Samia Bouchafa

CoRR, 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

Robust RGB-D-IMU Calibration Method Applied to GPS-Aided Pose Estimation.

Abanob Soliman, Fabien Bonardi, Désiré Sidibé, Samia Bouchafa

Proceedings of the 18th International Joint Conference on Computer Vision, 2023

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

Proceedings of the International Conference on Innovations in Intelligent Systems and Applications, 2023

2022

A central multimodal fusion framework for outdoor scene image segmentation.

Yifei Zhang, Olivier Morel, Ralph Seulin, Fabrice Mériaudeau, Désiré Sidibé

Multim. Tools Appl., 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 General Two-branch Decoder Architecture for Improving Encoder-decoder Image Segmentation Models.

Sijie Hu, Fabien Bonardi, Samia Bouchafa, Désiré Sidibé

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

A hybrid multi-modal visual data cross fusion network for indoor and outdoor scene segmentation.

Sijie Hu, Fabien Bonardi, Samia Bouchafa, Désiré Sidibé

Proceedings of the 26th International Conference on Pattern Recognition, 2022

2021

Deep multimodal fusion for semantic image segmentation: A survey.

Yifei Zhang, Désiré Sidibé, Olivier Morel, Fabrice Mériaudeau

Image Vis. Comput., 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

Towards urban scenes understanding through polarization cues.

Marc Blanchon, Désiré Sidibé, Olivier Morel, Ralph Seulin, Fabrice Mériaudeau

CoRR, 2021

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

2020

P2D: a self-supervised method for depth estimation from polarimetry.

Marc Blanchon, Désiré Sidibé, Olivier Morel, Ralph Seulin, Daniel Braun, Fabrice Mériaudeau

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

Polarimetric image augmentation.

Marc Blanchon, Olivier Morel, Fabrice Mériaudeau, Ralph Seulin, Désiré Sidibé

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

Multiscale Attention-Based Prototypical Network For Few-Shot Semantic Segmentation.

Yifei Zhang, Désiré Sidibé, Olivier Morel, Fabrice Mériaudeau

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

Incorporating Depth Information into Few-Shot Semantic Segmentation.

Yifei Zhang, Désiré Sidibé, Olivier Morel, Fabrice Mériaudeau

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

2019

Exploration of Deep Learning-based Multimodal Fusion for Semantic Road Scene Segmentation.

Yifei Zhang, Olivier Morel, Marc Blanchon, Ralph Seulin, Mojdeh Rastgoo, Désiré Sidibé

Proceedings of the 14th International Joint Conference on Computer Vision, 2019

Outdoor Scenes Pixel-wise Semantic Segmentation using Polarimetry and Fully Convolutional Network.

Marc Blanchon, Olivier Morel, Yifei Zhang, Ralph Seulin, Nathan Crombez, Désiré Sidibé

Proceedings of the 14th International Joint Conference on Computer Vision, 2019

Learning Scene Geometry for Visual Localization in Challenging Conditions.

Nathan Piasco, Désiré Sidibé, Valérie Gouet-Brunet, Cédric Demonceaux

Proceedings of the International Conference on Robotics and Automation, 2019

Geometric Camera Pose Refinement with Learned Depth Maps.

Nathan Piasco, Désiré Sidibé, Cédric Demonceaux, Valérie Gouet-Brunet

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Perspective-n-Learned-Point: Pose Estimation from Relative Depth.

Nathan Piasco, Désiré Sidibé, Cédric Demonceaux, Valérie Gouet-Brunet

Proceedings of the 30th British Machine Vision Conference 2019, 2019

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

Salient objects detection in dynamic scenes using color and texture features.

Satya M. Muddamsetty, Désiré Sidibé, Alain Trémeau, Fabrice Mériaudeau

Multim. Tools Appl., 2018

2017

Machine vision for timber grading singularities detection and applications.

Mohamad Mazen Hittawe, Désiré Sidibé, Ouadi Beya, Fabrice Mériaudeau

J. Electronic Imaging, 2017

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

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

Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, 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

Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, 2016

On spatio-temporal saliency detection in videos using multilinear PCA.

Desire Sidibé, Mojdeh Rastgoo, Fabrice Mériaudeau

Proceedings of the 23rd International Conference on Pattern Recognition, 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

Proceedings of the 23rd International Conference on Pattern Recognition, 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

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Contributions à l'analyse et à l'interprétation des images : Extraction et représentation de caractéristiques.

Dro Désiré Sidibé

, 2016

2015

Discrimination of retinal images containing bright lesions using sparse coded features and SVM.

Désiré Sidibé, Ibrahim Sadek, Fabrice Mériaudeau

Comput. Biol. Medicine, 2015

Real-time Human Pose Estimation from Body-scanned Point Clouds.

Jilliam María Díaz Barros, Frederic Garcia, Désiré Sidibé

Proceedings of the VISAPP 2015, 2015

Structure from motion using a hybrid stereo-vision system.

François Rameau, Desire Sidibé, Cédric Demonceaux, David Fofi

Proceedings of the 12th International Conference on Ubiquitous Robots and Ambient Intelligence, 2015

Automatic Detection and Tracking of Animal Sperm Cells in Microscopy Images.

Ouadi Beya, Mohamad Mazen Hittawe, Desire Sidibé, Fabrice Mériaudeau

Proceedings of the 11th International Conference on Signal-Image Technology & Internet-Based Systems, 2015

Bag of words representation and SVM classifier for timber knots detection on color images.

Mohamad Mazen Hittawe, Desire Sidibé, Fabrice Mériaudeau

Proceedings of the 14th IAPR International Conference on Machine Vision Applications, 2015

Automatic discrimination of color retinal images using the bag of words approach.

Ibrahim Sadek, Desire Sidibé, Fabrice Mériaudeau

Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015

Multiple features extraction for timber defects detection and classification using SVM.

Mohamad Mazen Hittawe, Satya M. Muddamsetty, Desire Sidibé, Fabrice Mériaudeau

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

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

Color and flow based superpixels for 3D geometry respecting meshing.

Mohamad Motasem Nawaf, Abul Hasnat, Desire Sidibé, Alain Trémeau

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Control of a PTZ Camera in a Hybrid Vision System.

François Rameau, Cédric Demonceaux, Désiré Sidibé, David Fofi

Proceedings of the VISAPP 2014, 2014

Spatio-temporal Saliency Detection in Dynamic Scenes Using Local Binary Patterns.

Satya M. Muddamsetty, Desire Sidibé, Alain Trémeau, Fabrice Mériaudeau

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

Adaptive Feature Selection for Object Tracking with Particle Filter.

Darshan Venkatrayappa, Désiré Sidibé, Fabrice Mériaudeau, Philippe Montesinos

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

Compressed VFH descriptor for 3D object classification.

Yasir Salih, Aamir Saeed Malik, Desire Sidibé, Mohammed Talal Simsim, Naufal M. Saad, Fabrice Mériaudeau

Proceedings of the 3DTV-Conference 2014: The True Vision, 2014

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

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

Steerable wavelet transform for atlas based retinal lesion segmentation.

Sharib Ali, Kedir M. Adal, Désiré Sidibé, Edward Chaum, Thomas P. Karnowski, Fabrice Mériaudeau

Proceedings of the Medical Imaging 2013: Image Processing, 2013

Automated detection of microaneurysms using robust blob descriptors.

Kedir M. Adal, Sharib Ali, Désiré Sidibé, Thomas P. Karnowski, Edward Chaum, Fabrice Mériaudeau

Proceedings of the Medical Imaging 2013: Computer-Aided Diagnosis, 2013

Exudate segmentation on retinal atlas space.

Sharib Ali, Kedir M. Adal, Desire Sidibé, Thomas P. Karnowski, Edward Chaum, Fabrice Mériaudeau

Proceedings of the 8th International Symposium on Image and Signal Processing and Analysis, 2013

A performance evaluation of fusion techniques for spatio-temporal saliency detection in dynamic scenes.

Satya M. Muddamsetty, Desire Sidibé, Alain Trémeau, Fabrice Mériaudeau

Proceedings of the IEEE International Conference on Image Processing, 2013

Noise Robustness Analysis of Point Cloud Descriptors.

Yasir Salih, Aamir Saeed Malik, Nicolas Walter, Desire Sidibé, Naufal M. Saad, Fabrice Mériaudeau

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2013

2012

Ghost detection and removal for high dynamic range images: Recent advances.

Abhilash Srikantha, Desire Sidibé

Signal Process. Image Commun., 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

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

Road Sign Detection and Shape Reconstruction using Gielis Curves.

Valentine Véga, Desire Sidibé, Yohan D. Fougerolle

Proceedings of the VISAPP 2012, 2012

Robust Road Signs Segmentation in Color Images.

Bishesh Khanal, Sharib Ali, Desire Sidibé

Proceedings of the VISAPP 2012, 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

Proceedings of the Medical Imaging 2012: Image Processing, 2012

An SVD-based approach for ghost detection and removal in high dynamic range images.

Abhilash Srikantha, Desire Sidibé, Fabrice Mériaudeau

Proceedings of the 21st International Conference on Pattern Recognition, 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

Proceedings of the 21st International Conference on Pattern Recognition, 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

Proceedings of the 21st International Conference on Pattern Recognition, 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

Proceedings of the 21st International Conference on Pattern Recognition, 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

Proceedings of the 19th IEEE International Conference on Image Processing, 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

Proceedings of the 19th IEEE International Conference on Image Processing, 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

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 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

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 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

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2012

Self-calibration of a PTZ Camera Using New LMI Constraints.

François Rameau, Adlane Habed, Cédric Demonceaux, Desire Sidibé, David Fofi

Proceedings of the Computer Vision, 2012

2011

Efficient Skin Detection under Severe Illumination Changes and Shadows.

Bishesh Khanal, Desire Sidibé

Proceedings of the Intelligent Robotics and Applications - 4th International Conference, 2011

Tracking moving objects with a catadioptric sensor using particle filter.

François Rameau, Desire Sidibé, Cédric Demonceaux, David Fofi

Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

2010

Using visual saliency for object tracking with particle filters.

Desire Sidibé, David Fofi, Fabrice Mériaudeau

Proceedings of the 18th European Signal Processing Conference, 2010

2009

Robust facial features tracking using geometric constraints and relaxation.

Desire Sidibé, Philippe Montesinos, Alain Trémeau

Proceedings of the 2009 IEEE International Workshop on Multimedia Signal Processing, 2009

Ghost detection and removal in High Dynamic Range Images.

Desire Sidibé, William Puech, Olivier Strauss

Proceedings of the 17th European Signal Processing Conference, 2009

Automatic background generation from a sequence of images based on robust mode estimation.

Desire Sidibé, Olivier Strauss, William Puech

Proceedings of the Digital Photography V, 2009

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

PhD thesis, 2007

Fast and robust image matching using contextual information and relaxation.

Desire Sidibé, Philippe Montesinos, Stefan Janaqi

Proceedings of the VISAPP 2007: Proceedings of the Second International Conference on Computer Vision Theory and Applications, Barcelona, Spain, March 8-11, 2007, 2007