Zobrazeno 1 - 5
of 5
pro vyhledávání: '"Alexandre Briot"'
Autor:
Daniel Neagu, Stéphane Butel, David Delaux, Jesutofunmi Ibrahim, Eric Manouvrier, Amr Abdullatif, Alexandre Briot, Souhaiel Khalfaoui, Bola Orimogunje, Tatenda Kanyere
Publikováno v:
Advances in Intelligent Systems and Computing ISBN: 9783030870935
UKCI
UKCI
Quality control has long been one of the most challenging fields of manufacturing. The development of advanced sensors and the easier collection of high amounts of data designate the machine learning techniques as a timely natural step forward to lev
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::c1d12c983ac8fcdefd3c578368963202
https://doi.org/10.1007/978-3-030-87094-2_47
https://doi.org/10.1007/978-3-030-87094-2_47
In this paper, we tackle the detection of out-of-distribution (OOD) objects in semantic segmentation. By analyzing the literature, we found that current methods are either accurate or fast but not both which limits their usability in real world appli
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::781126347faca940dbcb335c14c51479
http://arxiv.org/abs/2108.01634
http://arxiv.org/abs/2108.01634
Publikováno v:
2021 IEEE International Conference on Image Processing (ICIP)
2021 IEEE International Conference on Image Processing (ICIP), Sep 2021, Anchorage, United States. pp.3353-3357, ⟨10.1109/ICIP42928.2021.9506719⟩
2021 IEEE International Conference on Image Processing (ICIP), Sep 2021, Anchorage, United States. pp.3353-3357, ⟨10.1109/ICIP42928.2021.9506719⟩
In this paper, we show how uncertainty estimation can be leveraged to enable safety critical image segmentation in autonomous driving, by triggering a fallback behavior if a target accuracy cannot be guaranteed. We introduce a new uncertainty measure
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::77e24753ac7d646086487d094ed5d7b2
http://arxiv.org/abs/2105.13688
http://arxiv.org/abs/2105.13688
Publikováno v:
CVPR Workshops
Majority of CNN architecture design is aimed at achieving high accuracy in public benchmarks by increasing the complexity. Typically, they are over-specified by a large margin and can be optimized by a factor of 10-100x with only a small reduction in
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::7a6cf03530c4a9e4228b35d77debf422
https://doi.org/10.1109/cvprw.2018.00109
https://doi.org/10.1109/cvprw.2018.00109
Publikováno v:
The Journal of the Acoustical Society of America. 131:4223
The device comprises a microphone for detecting a speech signal from a near speaker, and a loudspeaker for reproducing a speech signal from a remote speaker. The processing for canceling the interfering acoustic echo implements an adaptive linear fil
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::a48188c5e4f06bb4ee566fd1f33d2d5c
https://doi.org/10.1121/1.4712239
https://doi.org/10.1121/1.4712239