Sorry, you need to enable JavaScript to visit this website.

facebooktwittermailshare

SEQUENTIAL RECOGNITION OF MANIPULATION ACTIONS USING DISCRIMINATIVE SUPERPIXEL GROUP MINING

Abstract: 

Activities such as those involved in food preparation involve interactions between hands, tools and multiple manipulated objects that affect them in visually complex ways making recognition of their constituent actions challenging. We describe a system that classifies action classes in such a setting based on discriminative spatio-temporal superpixel groups. The entire system operates sequentially enabling online action recognition. We obtain state-of-the-art results whilst employing a compact, interpretable representation.

up
0 users have voted:

Paper Details

Authors:
Stephen McKenna
Submitted On:
7 October 2018 - 9:23am
Short Link:
Type:
Presentation Slides
Event:
Presenter's Name:
Tianjun Huang
Paper Code:
1326
Document Year:
2018
Cite

Document Files

HuangMcKennaICIP2018.pdf

(39)

Subscribe

[1] Stephen McKenna, "SEQUENTIAL RECOGNITION OF MANIPULATION ACTIONS USING DISCRIMINATIVE SUPERPIXEL GROUP MINING", IEEE SigPort, 2018. [Online]. Available: http://sigport.org/3591. Accessed: May. 26, 2019.
@article{3591-18,
url = {http://sigport.org/3591},
author = {Stephen McKenna },
publisher = {IEEE SigPort},
title = {SEQUENTIAL RECOGNITION OF MANIPULATION ACTIONS USING DISCRIMINATIVE SUPERPIXEL GROUP MINING},
year = {2018} }
TY - EJOUR
T1 - SEQUENTIAL RECOGNITION OF MANIPULATION ACTIONS USING DISCRIMINATIVE SUPERPIXEL GROUP MINING
AU - Stephen McKenna
PY - 2018
PB - IEEE SigPort
UR - http://sigport.org/3591
ER -
Stephen McKenna. (2018). SEQUENTIAL RECOGNITION OF MANIPULATION ACTIONS USING DISCRIMINATIVE SUPERPIXEL GROUP MINING. IEEE SigPort. http://sigport.org/3591
Stephen McKenna, 2018. SEQUENTIAL RECOGNITION OF MANIPULATION ACTIONS USING DISCRIMINATIVE SUPERPIXEL GROUP MINING. Available at: http://sigport.org/3591.
Stephen McKenna. (2018). "SEQUENTIAL RECOGNITION OF MANIPULATION ACTIONS USING DISCRIMINATIVE SUPERPIXEL GROUP MINING." Web.
1. Stephen McKenna. SEQUENTIAL RECOGNITION OF MANIPULATION ACTIONS USING DISCRIMINATIVE SUPERPIXEL GROUP MINING [Internet]. IEEE SigPort; 2018. Available from : http://sigport.org/3591