Výsledky vyhledávání - "RESEAU NEURONAL"

Hazardous Events Detection in Automatic Train Doors Vicinity Using Deep Neural Networks

Autor: Olivier Laurendin, Sebastien Ambellouis, Anthony Fleury, Ankur Mahtani, Sanaa Chafik, Clement Strauss

Publikováno v: AVSS 2021, 17th IEEE International Conference on Advanced Video and Signal Based Surveillance
AVSS 2021, 17th IEEE International Conference on Advanced Video and Signal Based Surveillance, Nov 2021, Washigton, D.C., United States. 7p, ⟨10.1109/AVSS52988.2021.9663863⟩

AVSS 2021, 17th IEEE International Conference on Advanced Video and Signal Based Surveillance, Washigton, D.C., ETATS-UNIS, 16-/11/2021 - 19/11/2021; In the field of train transportation, personal injuries due to train automatic doors are still a com

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::b2dec23df71bdbb9b5ab2695a160fb86
https://hal.science/hal-03524635

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Instance segmentation in fisheye images

Autor: Cyril Meurie, Clement Strauss, Olivier Lezoray, Remi Dufour

Publikováno v: IPTA 2020, International Conference on Image Processing Theory, Tools and Applications
IPTA 2020, International Conference on Image Processing Theory, Tools and Applications, Nov 2020, Paris, France. 6p
HAL
IPTA

IPTA 2020, International Conference on Image Processing Theory, Tools and Applications, Paris, FRANCE, 09-/11/2020 - 12/11/2020; In this paper we propose a data augmentation method for instance segmentation in fisheye images. A lot of progress has be

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::23308fdbb7dee9ca87442c986da58781
https://hal.science/hal-02963004/file/PID6590439.pdf

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Audio Events Detection in Noisy Embedded Railway Environments

Autor: F. Boukour, David Sodoyer, Sébastien Ambellouis, Sitou Afanou, Tony Marteau

Publikováno v: EDCC 2020, European Dependable Computing Conference, Workshop on Artificial Intelligence for RAILwayS (AI4RAILS)
EDCC 2020, European Dependable Computing Conference, Workshop on Artificial Intelligence for RAILwayS (AI4RAILS), Sep 2020, Munich, Germany. pp20-32
Communications in Computer and Information Science ISBN: 9783030584610
EDCC Workshops

EDCC 2020, European Dependable Computing Conference, Workshop on Artificial Intelligence for RAILwayS (AI4RAILS), Munich, ALLEMAGNE, 07-/09/2020 - 10/09/2020; Ensuring passengers' safety is one of the daily concerns of railway operators. To do this,

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::9871bc70bd0e043b762214c2da7503c8
https://hal.archives-ouvertes.fr/hal-02960153/document

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Vehicles Tracking by Combining Convolutional Neural Network Based Segmentation and Optical Flow Estimation

Autor: Sébastien Ambellouis, Jacques Boonaert, Abdelmalik Taleb Ahmed, Tuan-Hung Vu

Publikováno v: ACIVS 2020, 20th International Conference on Advanced Concepts for Intelligent Vision Systems
ACIVS 2020, 20th International Conference on Advanced Concepts for Intelligent Vision Systems, Feb 2020, Auckland, New Zealand. pp529-540, ⟨10.1007/978-3-030-40605-9_45⟩
ACIVS 2020, 20th International Conference on Advanced Concepts for Intelligent Vision Systems, Feb 2020, Auckland, France. pp529-540, ⟨10.1007/978-3-030-40605-9_45⟩
Advanced Concepts for Intelligent Vision Systems ISBN: 9783030406042
ACIVS

ACIVS 2020, 20th International Conference on Advanced Concepts for Intelligent Vision Systems, Auckland, NOUVELLE-ZELANDE, 10-/02/2020 - 14/02/2020; Object tracking is an important proxy task towards action recognition. The recent successful CNN mode

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::367d61e80b16483792d375d775c7e99d
https://hal.science/hal-02960349

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Akademický článek

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A System for Image-Based Non-Line-Of-Sight Detection Using Convolutional Neural Networks

Autor: Joshua Niemeijer, Cyril Meurie, Yann Cocheril, Nicolai Wojke, Clarissa Böker

Publikováno v: ITSC
ITSC 2019, IEEE Intelligent Transportation Systems Conference
ITSC 2019, IEEE Intelligent Transportation Systems Conference, Oct 2019, Auckland, France. pp535-540, ⟨10.1109/ITSC.2019.8917272⟩

ITSC 2019, IEEE Intelligent Transportation Systems Conference, Auckland, NOUVELLE-ZELANDE, 27-/10/2019 - 30/10/2019; The ERSAT GGC project introduces the concept of virtual balises for train localization, which avoids investment and maintenance costs

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::bb5c49e2aa5779f15c24a87b11ed890f
https://doi.org/10.1109/itsc.2019.8917272

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Assessing the Performances of different Neural Network Architectures for the Detection of Screams and Shouts in Public Transportation

Autor: Yun Wang, Pierre Laffitte, Laurent Girin, David Sodoyer

Publikováno v: Expert Systems with Applications
Expert Systems with Applications, Elsevier, 2019, 117, pp.29-41. ⟨10.1016/j.eswa.2018.08.052⟩

International audience; As intelligent transportation systems are becoming more and more prevalent, the relevance of automatic surveillance systems grows larger. While such systems rely heavily on video signals, other types of signals can be used as

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::533f47f1abaab44309765e567fe60562
https://hal.archives-ouvertes.fr/hal-01892436/document

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A multilayer perceptron model for the correlation between satellite data and soil vulnerability in the Ferlo, Senegal

Autor: Samira El Yacoubi, Waldir de Carvalho Junior, Mireille Fargette, Abdoulaye Faye, Thérèse Libourel, Maud Loireau

Publikováno v: International Journal of Parallel, Emergent and Distributed Systems
International Journal of Parallel, Emergent and Distributed Systems, Taylor & Francis, 2018, pp.1-10. ⟨10.1080/17445760.2018.1434175⟩

International audience; Soil erosion processes which contribute to desertification and land degradation, constitute major environmental and social issues for the coming decades. This is particularly true in arid areas where rural populations mostly d

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::b8019e31e964bd3e431a4feb8029b4cb
https://hal-univ-perp.archives-ouvertes.fr/hal-01709224

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ShaResNet: reducing residual network parameter number by sharingweights

Autor: Boulch, Alexandre

Publikováno v: Pattern Recognition Letters
Pattern Recognition Letters, Elsevier, 2018, page 53-59. ⟨10.1016/j.patrec.2018.01.006⟩

International audience; Deep Residual Networks have reached the state of the art in many image processing tasks such image classification. However, the cost for a gain in accuracy in terms of depth and memory is prohibitive as it requires a higher nu

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::486917d9d9c318d3d4569ce4d167c72e
https://hal.archives-ouvertes.fr/hal-01708867/document

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