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Appearance-Based Gesture Recognition in The Compressed Domain - Poster

Abstract: 

We propose a novel appearance-based gesture recognition algorithm using compressed domain signal processing tech- niques. Gesture features are extracted directly from the compressed measurements, which are the block averages and the coded linear combinations of the image sensor’s pixel values. We also improve both the computational efficiency and the memory requirement of the previous DTW-based K-NN gesture classifiers. Both simulation testing and hardware implementation strongly support the proposed algorithm.

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Paper Details

Authors:
Anvesha Amaravati, Justin Romberg, Arijit Raychowdhury
Submitted On:
2 March 2017 - 12:12pm
Short Link:
Type:
Poster
Event:
Presenter's Name:
Kyle Xu
Paper Code:
2919
Document Year:
2017
Cite

Document Files

poster.pdf

(197 downloads)

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[1] Anvesha Amaravati, Justin Romberg, Arijit Raychowdhury, "Appearance-Based Gesture Recognition in The Compressed Domain - Poster", IEEE SigPort, 2017. [Online]. Available: http://sigport.org/1571. Accessed: Aug. 18, 2017.
@article{1571-17,
url = {http://sigport.org/1571},
author = {Anvesha Amaravati; Justin Romberg; Arijit Raychowdhury },
publisher = {IEEE SigPort},
title = {Appearance-Based Gesture Recognition in The Compressed Domain - Poster},
year = {2017} }
TY - EJOUR
T1 - Appearance-Based Gesture Recognition in The Compressed Domain - Poster
AU - Anvesha Amaravati; Justin Romberg; Arijit Raychowdhury
PY - 2017
PB - IEEE SigPort
UR - http://sigport.org/1571
ER -
Anvesha Amaravati, Justin Romberg, Arijit Raychowdhury. (2017). Appearance-Based Gesture Recognition in The Compressed Domain - Poster. IEEE SigPort. http://sigport.org/1571
Anvesha Amaravati, Justin Romberg, Arijit Raychowdhury, 2017. Appearance-Based Gesture Recognition in The Compressed Domain - Poster. Available at: http://sigport.org/1571.
Anvesha Amaravati, Justin Romberg, Arijit Raychowdhury. (2017). "Appearance-Based Gesture Recognition in The Compressed Domain - Poster." Web.
1. Anvesha Amaravati, Justin Romberg, Arijit Raychowdhury. Appearance-Based Gesture Recognition in The Compressed Domain - Poster [Internet]. IEEE SigPort; 2017. Available from : http://sigport.org/1571