Zobrazeno 1 - 10
of 12
pro vyhledávání: '"Gurkirt Singh"'
Publikováno v:
Modelling Human Motion ISBN: 9783030467319
Current state-of-the-art human action recognition is focused on the classification of temporally trimmed videos in which only one action occurs per frame. In this work we address the problem of action localisation and instance segmentation in which m
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::c89a0284e4d8e2c977f5414ff22c0fd7
https://doi.org/10.1007/978-3-030-46732-6_8
https://doi.org/10.1007/978-3-030-46732-6_8
Publikováno v:
Computer Vision – ACCV 2018 ISBN: 9783030208752
ACCV (6)
Computer Vision – ACCV 2018-14th Asian Conference on Computer Vision, Perth, Australia, December 2–6, 2018, Revised Selected Papers, Part VI
Lecture Notes in Computer Science
Lecture Notes in Computer Science-Computer Vision – ACCV 2018
ACCV (6)
Computer Vision – ACCV 2018-14th Asian Conference on Computer Vision, Perth, Australia, December 2–6, 2018, Revised Selected Papers, Part VI
Lecture Notes in Computer Science
Lecture Notes in Computer Science-Computer Vision – ACCV 2018
Current state-of-the-art methods solve spatio-temporal action localisation by extending 2D anchors to 3D-cuboid proposals on stacks of frames, to generate sets of temporally connected bounding boxes called action micro-tubes. However, they fail to co
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::c2358c207945575ef207b2df63a862b4
https://doi.org/10.1007/978-3-030-20876-9_27
https://doi.org/10.1007/978-3-030-20876-9_27
Publikováno v:
ICCV Workshops
Building correspondences across different modalities, such as video and language, has recently become critical in many visual recognition applications, such as video captioning. Inspired by machine translation, recent models tackle this task using an
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::9a7590065e5a5eb60fb12a54eda4c856
Publikováno v:
Lecture Notes in Computer Science ISBN: 9783030110147
ECCV Workshops (3)
ECCV 2018 Workshop on Anticipating Human Behaviour (AHB 2018), Munich, Germany, Sep 2018
ECCV Workshops (3)
ECCV 2018 Workshop on Anticipating Human Behaviour (AHB 2018), Munich, Germany, Sep 2018
In this work, we present a method to predict an entire `action tube' (a set of temporally linked bounding boxes) in a trimmed video just by observing a smaller subset of it. Predicting where an action is going to take place in the near future is esse
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::828c3b25ed82968b86386dc6bda81e03
Autor:
Gurkirt Singh, Fabio Cuzzolin
Publikováno v:
ICCV Workshops
Recently, three dimensional (3D) convolutional neural networks (CNNs) have emerged as dominant methods to capture spatiotemporal representations in videos, by adding to pre-existing 2D CNNs a third, temporal dimension. Such 3D CNNs, however, are anti
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::26480af3a8684c2ad963c516ac09fe3d
Publikováno v:
ICCV
Dominant approaches to action detection can only provide sub-optimal solutions to the problem, as they rely on seeking frame-level detections, to later compose them into "action tubes" in a post-processing step. With this paper we radically depart fr
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::ba7c393d51c4f4947e1230f54b3df752
https://doi.org/10.1109/iccv.2017.473
https://doi.org/10.1109/iccv.2017.473
Publikováno v:
ICCV
We present a deep-learning framework for real-time multiple spatio-temporal (S/T) action localisation, classification and early prediction. Current state-of-the-art approaches work offline and are too slow to be useful in real- world settings. To ove
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::a6cc8007019cc6f184255f804cc102b4
https://doi.org/10.1109/iccv.2017.393
https://doi.org/10.1109/iccv.2017.393
Publikováno v:
BMVC
In this work, we propose an approach to the spatiotemporal localisation (detection) and classification of multiple concurrent actions within temporally untrimmed videos. Our framework is composed of three stages. In stage 1, appearance and motion det
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::1b0187c1959c5a23f8135227dcb863f0
Publikováno v:
Applied Physics Letters
Applied Physics Letters, American Institute of Physics, 2015, 106 (10), ⟨10.1063/1.4914498⟩
Applied Physics Letters, American Institute of Physics, 2015, 106 (10), ⟨10.1063/1.4914498⟩
We report on experiments with deformed polymer microlasers that have a low refractive index and exhibit unidirectional light emission. We demonstrate that the highly directional emission is due to transport of light rays along the unstable manifold o
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::30963be49ba9bae84f25d94c6ee01f34
http://arxiv.org/abs/1412.1996
http://arxiv.org/abs/1412.1996