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ORCIDDesire Sidibé
Désiré Sidibé – Dro Désiré Sidibé
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- affiliation: Université de Bourgogne
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2020 – today
- 2024
[j21]Sijie Hu
, Fabien Bonardi, Samia Bouchafa, Helmut Prendinger, Désiré Sidibé:
Rethinking Self-Attention for Multispectral Object Detection. IEEE Trans. Intell. Transp. Syst. 25(11): 16300-16311 (2024)- [c56]Zainab Haddad, Hsouna Zgolli, Désiré Sidibé, Hedi Tabia, Nawres Khlifa:
Explainable AI For Retinal Pathology Detection In OCT Images. CoDIT 2024: 2401-2406 - [c55]Van Thao Nguyen, Dominique Fourer, Désiré Sidibé, Jean-François Lecomte, Souhail Youssef:
A Comparative Evaluation of Self-Supervised Methods Applied to Rock Images Classification. VISIGRAPP (2): VISAPP 2024: 393-400 - [i7]Hala Djeghim, Nathan Piasco, Moussâb Bennehar, Luis Roldão, Dzmitry Tsishkou, Désiré Sidibé:
SCILLA: SurfaCe Implicit Learning for Large Urban Area, a volumetric hybrid solution. CoRR abs/2403.10344 (2024) - 2023
- [j20]Sinda Hosni, Hajer Khachnaoui, Hsouna Mehdi Zgolli, Sonya Mabrouk, Désiré Sidibé, Hedi Tabia, Nawres Khlifa:
Prediction of Postoperative Visual Acuity in Rhegmatogenous Retinal Detachment Using OCT Images. IEEE Access 11: 135435-135448 (2023) - [j19]Latifa Saidi, Hajer Jomaa, Zainab Haddad, Hsouna Zgolli, Sonia Mabrouk, Désiré Sidibé, Hedi Tabia, Nawres Khlifa:
Automatic Detection of AMD and DME Retinal Pathologies Using Deep Learning. Int. J. Biomed. Imaging 2023: 9966107:1-9966107:10 (2023) - [j18]Sijie Hu, Fabien Bonardi, Samia Bouchafa, Désiré Sidibé:
Multi-modal unsupervised domain adaptation for semantic image segmentation. Pattern Recognit. 137: 109299 (2023) - [j17]Abanob Soliman, Hicham Hadj-Abdelkader, Fabien Bonardi, Samia Bouchafa, Désiré Sidibé:
MAV Localization in Large-Scale Environments: A Decoupled Optimization/Filtering Approach. Sensors 23(1): 516 (2023) - [c54]Zainab Haddad, Brahim Mahamat Yaya, Hsouna Zgolli, Désiré Sidibé, Hedi Tabia, Nawres Khlifa:
Retinal pathologies detection in OCT images based on Bilinear convolutional neural network. INISTA 2023: 1-7 - [c53]Abanob Soliman, Fabien Bonardi, Désiré Sidibé, Samia Bouchafa:
Robust RGB-D-IMU Calibration Method Applied to GPS-Aided Pose Estimation. VISIGRAPP (4: VISAPP) 2023: 83-94 - [i6]Abanob Soliman, Fabien Bonardi, Désiré Sidibé, Samia Bouchafa:
DH-PTAM: A Deep Hybrid Stereo Events-Frames Parallel Tracking And Mapping System. CoRR abs/2306.01891 (2023) - 2022
- [j16]Abanob Soliman, Fabien Bonardi, Désiré Sidibé, Samia Bouchafa:
IBISCape: A Simulated Benchmark for multi-modal SLAM Systems Evaluation in Large-scale Dynamic Environments. J. Intell. Robotic Syst. 106(3): 53 (2022) - [j15]Yifei Zhang, Olivier Morel, Ralph Seulin, Fabrice Mériaudeau, Désiré Sidibé:
A central multimodal fusion framework for outdoor scene image segmentation. Multim. Tools Appl. 81(9): 12047-12060 (2022) - [c52]Sijie Hu, Fabien Bonardi, Samia Bouchafa, Désiré Sidibé:
A hybrid multi-modal visual data cross fusion network for indoor and outdoor scene segmentation. ICPR 2022: 2539-2545 - [c51]Sijie Hu, Fabien Bonardi, Samia Bouchafa, Désiré Sidibé:
A General Two-branch Decoder Architecture for Improving Encoder-decoder Image Segmentation Models. VISIGRAPP (5: VISAPP) 2022: 374-381 - [i5]Abanob Soliman, Fabien Bonardi, Désiré Sidibé, Samia Bouchafa:
IBISCape: A Simulated Benchmark for multi-modal SLAM Systems Evaluation in Large-scale Dynamic Environments. CoRR abs/2206.13455 (2022) - 2021
- [j14]Ezequiel de la Rosa, Désiré Sidibé, Thomas Decourselle, Thibault Leclercq, Alexandre Cochet, Alain Lalande:
Myocardial Infarction Quantification from Late Gadolinium Enhancement MRI Using Top-Hat Transforms and Neural Networks. Algorithms 14(8): 249 (2021) - [j13]Nathan Piasco, Désiré Sidibé, Valérie Gouet-Brunet, Cédric Demonceaux:
Improving Image Description with Auxiliary Modality for Visual Localization in Challenging Conditions. Int. J. Comput. Vis. 129(1): 185-202 (2021) - [j12]Yifei Zhang, Désiré Sidibé, Olivier Morel, Fabrice Mériaudeau:
Deep multimodal fusion for semantic image segmentation: A survey. Image Vis. Comput. 105: 104042 (2021) - [i4]Marc Blanchon, Désiré Sidibé, Olivier Morel, Ralph Seulin, Fabrice Mériaudeau:
Towards urban scenes understanding through polarization cues. CoRR abs/2106.01717 (2021) - 2020
- [c50]Yifei Zhang, Désiré Sidibé, Olivier Morel, Fabrice Mériaudeau:
Incorporating Depth Information into Few-Shot Semantic Segmentation. ICPR 2020: 3582-3588 - [c49]Marc Blanchon, Désiré Sidibé, Olivier Morel, Ralph Seulin, Daniel Braun, Fabrice Mériaudeau:
P2D: a self-supervised method for depth estimation from polarimetry. ICPR 2020: 7357-7364 - [c48]Marc Blanchon, Olivier Morel, Fabrice Mériaudeau, Ralph Seulin, Désiré Sidibé:
Polarimetric image augmentation. ICPR 2020: 7365-7371 - [c47]Yifei Zhang, Désiré Sidibé, Olivier Morel, Fabrice Mériaudeau:
Multiscale Attention-Based Prototypical Network For Few-Shot Semantic Segmentation. ICPR 2020: 7372-7378 - [i3]Marc Blanchon, Olivier Morel, Fabrice Mériaudeau, Ralph Seulin, Désiré Sidibé:
Polarimetric image augmentation. CoRR abs/2005.11044 (2020) - [i2]Marc Blanchon, Désiré Sidibé, Olivier Morel, Ralph Seulin, Daniel Braun, Fabrice Mériaudeau:
P2D: a self-supervised method for depth estimation from polarimetry. CoRR abs/2007.07567 (2020)
2010 – 2019
- 2019
- [c46]Nathan Piasco, Désiré Sidibé, Cédric Demonceaux, Valérie Gouet-Brunet:
Perspective-n-Learned-Point: Pose Estimation from Relative Depth. BMVC 2019: 14 - [c45]Nathan Piasco, Désiré Sidibé, Cédric Demonceaux, Valérie Gouet-Brunet:
Geometric Camera Pose Refinement with Learned Depth Maps. ICIP 2019: 2561-2565 - [c44]Nathan Piasco, Désiré Sidibé, Valérie Gouet-Brunet, Cédric Demonceaux:
Learning Scene Geometry for Visual Localization in Challenging Conditions. ICRA 2019: 9094-9100 - [c43]Marc Blanchon, Olivier Morel, Yifei Zhang, Ralph Seulin, Nathan Crombez, Désiré Sidibé:
Outdoor Scenes Pixel-wise Semantic Segmentation using Polarimetry and Fully Convolutional Network. VISIGRAPP (5: VISAPP) 2019: 328-335 - [c42]Yifei Zhang, Olivier Morel, Marc Blanchon, Ralph Seulin, Mojdeh Rastgoo, Désiré Sidibé:
Exploration of Deep Learning-based Multimodal Fusion for Semantic Road Scene Segmentation. VISIGRAPP (5: VISAPP) 2019: 336-343 - [i1]Ezequiel de la Rosa, Désiré Sidibé, Thomas Decourselle, Thibault Leclercq, Alexandre Cochet, Alain Lalande:
Myocardial Infarction Quantification From Late Gadolinium Enhancement MRI Using Top-hat Transforms and Neural Networks. CoRR abs/1901.02911 (2019) - 2018
- [j11]Satya M. Muddamsetty, Désiré Sidibé, Alain Trémeau, Fabrice Mériaudeau:
Salient objects detection in dynamic scenes using color and texture features. Multim. Tools Appl. 77(5): 5461-5474 (2018) - [j10]Nathan Piasco, Désiré Sidibé, Cédric Demonceaux, Valérie Gouet-Brunet:
A survey on Visual-Based Localization: On the benefit of heterogeneous data. Pattern Recognit. 74: 90-109 (2018) - 2017
- [j9]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:
An anomaly detection approach for the identification of DME patients using spectral domain optical coherence tomography images. Comput. Methods Programs Biomed. 139: 109-117 (2017) - [j8]Mohamad Mazen Hittawe, Désiré Sidibé, Ouadi Beya, Fabrice Mériaudeau:
Machine vision for timber grading singularities detection and applications. J. Electronic Imaging 26(6): 63015 (2017) - 2016
- [b2]Dro Désiré Sidibé:
Contributions à l'analyse et à l'interprétation des images : Extraction et représentation de caractéristiques. University of Burgundy, Dijon, France, 2016 - [c41]Khaled Alsaih, Guillaume Lemaitre, Joan Massich Vall, Mojdeh Rastgoo, Désiré Sidibé, Tien Yin Wong, Ecosse Lamoureux, Dan Milea, Carol Yim-lui Cheung, Fabrice Mériaudeau:
Classification of SD-OCT volumes with multi pyramids, LBP and HOG descriptors: Application to DME detections. EMBC 2016: 1344-1347 - [c40]Joan Massich, Mojdeh Rastgoo, Guillaume Lemaitre, Carol Yim-lui Cheung, Tien Yin Wong, Desire Sidibé, Fabrice Mériaudeau:
Classifying DME vs normal SD-OCT volumes: A review. ICPR 2016: 1297-1302 - [c39]Desire Sidibé, Mojdeh Rastgoo, Fabrice Mériaudeau:
On spatio-temporal saliency detection in videos using multilinear PCA. ICPR 2016: 1876-1880 - [c38]Mojdeh Rastgoo, Guillaume Lemaitre, Olivier Morel, Joan Massich, Rafael García, Fabrice Mériaudeau, Franck Marzani, Désiré Sidibé:
Classification of melanoma lesions using sparse coded features and random forests. Computer-Aided Diagnosis 2016: 97850C - [c37]S. Sankar, Désiré Sidibé, Y. Cheung, Tien Yin Wong, Ecosse Lamoureux, Dan Milea, Fabrice Mériaudeau:
Classification of SD-OCT volumes for DME detection: an anomaly detection approach. Computer-Aided Diagnosis 2016: 97852O - 2015
- [j7]Désiré Sidibé, Ibrahim Sadek, Fabrice Mériaudeau:
Discrimination of retinal images containing bright lesions using sparse coded features and SVM. Comput. Biol. Medicine 62: 175-184 (2015) - [c36]Mohamad Mazen Hittawe, Satya M. Muddamsetty, Desire Sidibé, Fabrice Mériaudeau:
Multiple features extraction for timber defects detection and classification using SVM. ICIP 2015: 427-431 - [c35]Ibrahim Sadek, Desire Sidibé, Fabrice Mériaudeau:
Automatic discrimination of color retinal images using the bag of words approach. Computer-Aided Diagnosis 2015: 94141J - [c34]Mohamad Mazen Hittawe, Desire Sidibé, Fabrice Mériaudeau:
Bag of words representation and SVM classifier for timber knots detection on color images. MVA 2015: 287-290 - [c33]Ouadi Beya, Mohamad Mazen Hittawe, Desire Sidibé, Fabrice Mériaudeau:
Automatic Detection and Tracking of Animal Sperm Cells in Microscopy Images. SITIS 2015: 155-159 - [c32]François Rameau, Desire Sidibé, Cédric Demonceaux, David Fofi:
Structure from motion using a hybrid stereo-vision system. URAI 2015: 1-6 - [c31]Jilliam María Díaz Barros, Frederic Garcia, Désiré Sidibé:
Real-time Human Pose Estimation from Body-scanned Point Clouds. VISAPP (1) 2015: 553-560 - 2014
- [j6]Kedir M. Adal, Désiré Sidibé, Sharib Ali, Edward Chaum, Thomas P. Karnowski, Fabrice Mériaudeau:
Automated detection of microaneurysms using scale-adapted blob analysis and semi-supervised learning. Comput. Methods Programs Biomed. 114(1): 1-10 (2014) - [c30]Yasir Salih, Aamir Saeed Malik, Desire Sidibé, Mohammed Talal Simsim, Naufal M. Saad, Fabrice Mériaudeau:
Compressed VFH descriptor for 3D object classification. 3DTV-Conference 2014: 1-4 - [c29]Darshan Venkatrayappa, Désiré Sidibé, Fabrice Mériaudeau, Philippe Montesinos:
Adaptive Feature Selection for Object Tracking with Particle Filter. ICIAR (2) 2014: 395-402 - [c28]Satya M. Muddamsetty, Desire Sidibé, Alain Trémeau, Fabrice Mériaudeau:
Spatio-temporal Saliency Detection in Dynamic Scenes Using Local Binary Patterns. ICPR 2014: 2353-2358 - [c27]François Rameau, Cédric Demonceaux, Désiré Sidibé, David Fofi:
Control of a PTZ Camera in a Hybrid Vision System. VISAPP (3) 2014: 397-405 - [c26]Mohamad Motasem Nawaf, Abul Hasnat, Desire Sidibé, Alain Trémeau:
Color and flow based superpixels for 3D geometry respecting meshing. WACV 2014: 153-158 - 2013
- [j5]Sharib Ali, Desire Sidibé, Kedir M. Adal, Luca Giancardo, Edward Chaum, Thomas P. Karnowski, Fabrice Mériaudeau:
Statistical atlas based exudate segmentation. Comput. Medical Imaging Graph. 37(5-6): 358-368 (2013) - [j4]Soumya Ghose, Arnau Oliver, Jhimli Mitra, Robert Marti, Xavier Lladó, Jordi Freixenet, Desire Sidibé, Joan Carles Vilanova, Josep Comet, Fabrice Mériaudeau:
A supervised learning framework of statistical shape and probability priors for automatic prostate segmentation in ultrasound images. Medical Image Anal. 17(6): 587-600 (2013) - [c25]Yasir Salih, Aamir Saeed Malik, Nicolas Walter, Desire Sidibé, Naufal M. Saad, Fabrice Mériaudeau:
Noise Robustness Analysis of Point Cloud Descriptors. ACIVS 2013: 68-79 - [c24]Satya M. Muddamsetty, Desire Sidibé, Alain Trémeau, Fabrice Mériaudeau:
A performance evaluation of fusion techniques for spatio-temporal saliency detection in dynamic scenes. ICIP 2013: 3924-3928 - [c23]Sharib Ali, Kedir M. Adal, Desire Sidibé, Thomas P. Karnowski, Edward Chaum, Fabrice Mériaudeau:
Exudate segmentation on retinal atlas space. ISPA 2013: 700-704 - [c22]Kedir M. Adal, Sharib Ali, Désiré Sidibé, Thomas P. Karnowski, Edward Chaum, Fabrice Mériaudeau:
Automated detection of microaneurysms using robust blob descriptors. Computer-Aided Diagnosis 2013: 86700N - [c21]Sharib Ali, Kedir M. Adal, Désiré Sidibé, Edward Chaum, Thomas P. Karnowski, Fabrice Mériaudeau:
Steerable wavelet transform for atlas based retinal lesion segmentation. Image Processing 2013: 86693D - 2012
- [j3]Soumya Ghose, Arnau Oliver, Robert Marti, Xavier Lladó, Joan Carles Vilanova, Jordi Freixenet, Jhimli Mitra, Désiré Sidibé, Fabrice Mériaudeau:
A survey of prostate segmentation methodologies in ultrasound, magnetic resonance and computed tomography images. Comput. Methods Programs Biomed. 108(1): 262-287 (2012) - [j2]Jhimli Mitra, Zoltan Kato, Robert Marti, Arnau Oliver, Xavier Lladó, Desire Sidibé, Soumya Ghose, Joan Carles Vilanova, Josep Comet, Fabrice Mériaudeau:
A spline-based non-linear diffeomorphism for multimodal prostate registration. Medical Image Anal. 16(6): 1259-1279 (2012) - [j1]Abhilash Srikantha, Desire Sidibé:
Ghost detection and removal for high dynamic range images: Recent advances. Signal Process. Image Commun. 27(6): 650-662 (2012) - [c20]François Rameau, Adlane Habed, Cédric Demonceaux, Desire Sidibé, David Fofi:
Self-calibration of a PTZ Camera Using New LMI Constraints. ACCV (4) 2012: 297-308 - [c19]Soumya Ghose, Jhimli Mitra, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Joan Carles Vilanova, Josep Comet, Desire Sidibé, Fabrice Mériaudeau:
A Supervised Learning Framework for Automatic Prostate Segmentation in Trans Rectal Ultrasound Images. ACIVS 2012: 190-200 - [c18]Soumya Ghose, Jhimli Mitra, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Joan Carles Vilanova, Josep Comet, Désiré Sidibé, Fabrice Mériaudeau:
Spectral clustering of shape and probability prior models for automatic prostate segmentation. EMBC 2012: 2335-2338 - [c17]Jhimli Mitra, Soumya Ghose, Désiré Sidibé, Robert Marti, Arnau Oliver, Xavier Lladó, Joan Carles Vilanova, Josep Comet, Fabrice Mériaudeau:
Joint probability of shape and image similarities to retrieve 2D TRUS-MR slice correspondence for prostate biopsy. EMBC 2012: 5416-5419 - [c16]Soumya Ghose, Jhimli Mitra, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Joan Carles Vilanova, Desire Sidibé, Fabrice Mériaudeau:
A coupled schema of probabilistic atlas and statistical shape and appearance model for 3D prostate segmentation in MR images. ICIP 2012: 541-544 - [c15]Jhimli Mitra, Soumya Ghose, Desire Sidibé, Arnau Oliver, Robert Marti, Xavier Lladó, Joan Carles Vilanova, Josep Comet, Fabrice Mériaudeau:
Weighted likelihood function of multiple statistical parameters to retrieve 2D TRUS-MR slice correspondence for prostate biopsy. ICIP 2012: 2949-2952 - [c14]Soumya Ghose, Jhimli Mitra, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Joan Carles Vilanova, Josep Comet, Desire Sidibé, Fabrice Mériaudeau:
A Mumford-Shah functional based variational model with contour, shape, and probability prior information for prostate segmentation. ICPR 2012: 121-124 - [c13]Soumya Ghose, Jhimli Mitra, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Joan Carles Vilanova, Josep Comet, Desire Sidibé, Fabrice Mériaudeau:
Graph cut energy minimization in a probabilistic learning framework for 3D prostate segmentation in MRI. ICPR 2012: 125-128 - [c12]Abhilash Srikantha, Desire Sidibé, Fabrice Mériaudeau:
An SVD-based approach for ghost detection and removal in high dynamic range images. ICPR 2012: 380-383 - [c11]Jhimli Mitra, Zoltan Kato, Soumya Ghose, Desire Sidibé, Robert Marti, Xavier Lladó, Arnau Oliver, Joan Carles Vilanova, Fabrice Mériaudeau:
Spectral clustering to model deformations for fast multimodal prostate registration. ICPR 2012: 2622-2625 - [c10]Jhimli Mitra, Abhilash Srikantha, Désiré Sidibé, Robert Marti, Arnau Oliver, Xavier Lladó, Soumya Ghose, Joan Carles Vilanova, Josep Comet, Fabrice Mériaudeau:
A shape-based statistical method to retrieve 2D TRUS-MR slice correspondence for prostate biopsy. Image Processing 2012: 83143M - [c9]Bishesh Khanal, Sharib Ali, Desire Sidibé:
Robust Road Signs Segmentation in Color Images. VISAPP (1) 2012: 307-310 - [c8]Valentine Véga, Desire Sidibé, Yohan D. Fougerolle:
Road Sign Detection and Shape Reconstruction using Gielis Curves. VISAPP (1) 2012: 393-396 - 2011
- [c7]François Rameau, Desire Sidibé, Cédric Demonceaux, David Fofi:
Tracking moving objects with a catadioptric sensor using particle filter. ICCV Workshops 2011: 328-334 - [c6]Bishesh Khanal, Desire Sidibé:
Efficient Skin Detection under Severe Illumination Changes and Shadows. ICIRA (2) 2011: 609-618 - 2010
- [c5]Desire Sidibé, David Fofi, Fabrice Mériaudeau:
Using visual saliency for object tracking with particle filters. EUSIPCO 2010: 1776-1780
2000 – 2009
- 2009
- [c4]Desire Sidibé, Olivier Strauss, William Puech:
Automatic background generation from a sequence of images based on robust mode estimation. Digital Photography 2009: 72500 - [c3]Desire Sidibé, William Puech, Olivier Strauss:
Ghost detection and removal in High Dynamic Range Images. EUSIPCO 2009: 2240-2244 - [c2]Desire Sidibé, Philippe Montesinos, Alain Trémeau:
Robust facial features tracking using geometric constraints and relaxation. MMSP 2009: 1-6 - 2007
- [b1]Dro Désiré Sidibé:
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). Montpellier 2 University, France, 2007 - [c1]Desire Sidibé, Philippe Montesinos, Stefan Janaqi:
Fast and robust image matching using contextual information and relaxation. VISAPP (2) 2007: 68-75
Coauthor Index
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