Zobrazeno 1 - 10
of 516
pro vyhledávání: '"P. Meriaudeau"'
The last decade of computer vision has been dominated by Deep Learning architectures, thanks to their unparalleled success. Their performance, however, often comes at the cost of explainability owing to their highly non-linear nature. Consequently, a
Externí odkaz:
http://arxiv.org/abs/2406.12173
Autor:
C. Germanese, A. Anwer, P. Eid, L.-A. Steinberg, C. Guenancia, P.-H. Gabrielle, C. Creuzot-Garcher, F. Meriaudeau, L. Arnould
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-11 (2024)
Abstract The recent rise of artificial intelligence represents a revolutionary way of improving current medical practices, including cardiovascular (CV) assessment scores. Retinal vascular alterations may reflect systemic processes such as the presen
Externí odkaz:
https://doaj.org/article/24e9c440dcf24041a3d81e6379c16769
RGB-D saliency detection aims to fuse multi-modal cues to accurately localize salient regions. Existing works often adopt attention modules for feature modeling, with few methods explicitly leveraging fine-grained details to merge with semantic cues.
Externí odkaz:
http://arxiv.org/abs/2301.07405
Autor:
Bano, Sophia, Casella, Alessandro, Vasconcelos, Francisco, Qayyum, Abdul, Benzinou, Abdesslam, Mazher, Moona, Meriaudeau, Fabrice, Lena, Chiara, Cintorrino, Ilaria Anita, De Paolis, Gaia Romana, Biagioli, Jessica, Grechishnikova, Daria, Jiao, Jing, Bai, Bizhe, Qiao, Yanyan, Bhattarai, Binod, Gaire, Rebati Raman, Subedi, Ronast, Vazquez, Eduard, Płotka, Szymon, Lisowska, Aneta, Sitek, Arkadiusz, Attilakos, George, Wimalasundera, Ruwan, David, Anna L, Paladini, Dario, Deprest, Jan, De Momi, Elena, Mattos, Leonardo S, Moccia, Sara, Stoyanov, Danail
Fetoscopy laser photocoagulation is a widely adopted procedure for treating Twin-to-Twin Transfusion Syndrome (TTTS). The procedure involves photocoagulation pathological anastomoses to regulate blood exchange among twins. The procedure is particular
Externí odkaz:
http://arxiv.org/abs/2206.12512
Autor:
Ruffino, Cyprien, Blin, Rachel, Ainouz, Samia, Gasso, Gilles, Hérault, Romain, Meriaudeau, Fabrice, Canu, Stéphane
Polarimetric imaging, along with deep learning, has shown improved performances on different tasks including scene analysis. However, its robustness may be questioned because of the small size of the training datasets. Though the issue could be solve
Externí odkaz:
http://arxiv.org/abs/2206.07431
Autor:
Felix Quinton, Benoit Presles, Sarah Leclerc, Guillaume Nodari, Olivier Lopez, Olivier Chevallier, Julie Pellegrinelli, Jean-Marc Vrigneaud, Romain Popoff, Fabrice Meriaudeau, Jean-Louis Alberini
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-18 (2024)
Abstract In medical imaging, accurate segmentation is crucial to improving diagnosis, treatment, or both. However, navigating the multitude of available architectures for automatic segmentation can be overwhelming, making it challenging to determine
Externí odkaz:
https://doaj.org/article/709966750bf7471f8d55732e733fbf7c
Autor:
Lalande, Alain, Chen, Zhihao, Pommier, Thibaut, Decourselle, Thomas, Qayyum, Abdul, Salomon, Michel, Ginhac, Dominique, Skandarani, Youssef, Boucher, Arnaud, Brahim, Khawla, de Bruijne, Marleen, Camarasa, Robin, Correia, Teresa M., Feng, Xue, Girum, Kibrom B., Hennemuth, Anja, Huellebrand, Markus, Hussain, Raabid, Ivantsits, Matthias, Ma, Jun, Meyer, Craig, Sharma, Rishabh, Shi, Jixi, Tsekos, Nikolaos V., Varela, Marta, Wang, Xiyue, Yang, Sen, Zhang, Hannu, Zhang, Yichi, Zhou, Yuncheng, Zhuang, Xiahai, Couturier, Raphael, Meriaudeau, Fabrice
A key factor for assessing the state of the heart after myocardial infarction (MI) is to measure whether the myocardium segment is viable after reperfusion or revascularization therapy. Delayed enhancement-MRI or DE-MRI, which is performed several mi
Externí odkaz:
http://arxiv.org/abs/2108.04016
Autonomous robotics is critically affected by the robustness of its scene understanding algorithms. We propose a two-axis pipeline based on polarization indices to analyze dynamic urban scenes. As robots evolve in unknown environments, they are prone
Externí odkaz:
http://arxiv.org/abs/2106.01717
Autor:
Blanchon, Marc, Sidibé, Désiré, Morel, Olivier, Seulin, Ralph, Braun, Daniel, Meriaudeau, Fabrice
Monocular depth estimation is a recurring subject in the field of computer vision. Its ability to describe scenes via a depth map while reducing the constraints related to the formulation of perspective geometry tends to favor its use. However, despi
Externí odkaz:
http://arxiv.org/abs/2007.07567
Autor:
Qayyum, Abdul, Lalande, Alain, Decourselle, Thomas, Pommier, Thibaut, Cochet, Alexandre, Meriaudeau, Fabrice
Cardiac left ventricular (LV) segmentation from short-axis MRI acquired 10 minutes after the injection of a contrast agent (LGE-MRI) is a necessary step in the processing allowing the identification and diagnosis of cardiac diseases such as myocardia
Externí odkaz:
http://arxiv.org/abs/2005.13643