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TraMNet - Transition Matrix Network for Efficient Action Tube Proposals
[article]
2018
arXiv
pre-print
Preserved Fulltext
action micro-tubes. ...
To avoid this problem, we introduce a Transition-Matrix-based Network (TraMNet) which relies on computing transition probabilities between anchor proposals while maximising their overlap with ground truth ...
However, the model we propose is able to generate a rich set of action proposals (which we call anchor micro-tubes, cf. Fig. 1 ) using a transition matrix (cf. ...
arXiv:1808.00297v1
fatcat:bqo2dd2gfngpbiocawxzi6kedy
D6.1 – Real-time surgeon action detection and recognition
2019
Zenodo
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A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2021; you can also visit the original URL.
The file type is application/pdf.
Its output is, for each video frame, a number of bounding boxes showing where the various actions of interest are taking place, with attached scores (produced by a neural network) for each action class ...
of what actions the main surgeon performs using standard laparoscopic tools, either manually or in tele-operation via a da Vinci master robot available at University of Verona. ...
A transition matrix network Further progress was made in November 2018, with the publication by OBU of "TraMNet -Transition Matrix Network for Efficient Action Tube Proposals" [14] , as a direct evolution ...
doi:10.5281/zenodo.5749947
fatcat:swltflsrbff4zbxkrloseu4xnu
Online Spatiotemporal Action Detection and Prediction via Causal Representations
[article]
2020
arXiv
pre-print
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2020; you can also visit the original URL.
The file type is application/pdf.
An action tube is a set of bounding connected over time, which bounds an action instance in space and time. ...
We start with the conversion of the traditional offline spatiotemporal action detection pipeline into an online spatiotemporal action tube detection system. ...
Acknowledgements
Improving temporal action detection We observed in Chapter 2 in Section 2.2 that proposal based methods for temporal action detection are best at finding temporal boundaries of action ...
arXiv:2008.13759v1
fatcat:j6fgbpppkzdjzigtwxjy3zigje
D8.2 –Plan for Exploitation and Dissemination (Y1)
2020
Zenodo
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A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2020; you can also visit the original URL.
The file type is application/pdf.
The Plan for the Exploitation and Dissemination of Results is a document which summarizes the beneficiaries' strategy and concrete actions related to the protection, dissemination and exploitation of the ...
WEB
IECON 2018
01/08/18
TraMNet -Transition Matrix Network
for Efficient Action Tube Proposals
Gurkirt Singh, Suman
Saha, and F. ...
Washington DC, USA
2018
Researchers (T3)
http://iec
on2018.or
g/
web
02/12/18 ACCV 2018
TraMNet -Transition Matrix
Network for Efficient Action Tube
Proposals
Computer vision
OBU
The ...
doi:10.5281/zenodo.3752937
fatcat:nfoii2nv2ra4vhx53intjhhy5q