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FAST HUMAN SEGMENTATION USING COLOR AND DEPTH

Abstract: 

Accurate segmentation of humans from live videos is an important problem to be solved in developing immersive video experience. We propose to extract the human segmentation information from color and depth cues in a video using multiple modeling techniques. The prior information from human skeleton data is also fused along with the depth and color models to obtain the final segmentation inside a graph-cut framework. The proposed method runs real time on live videos using single CPU and is shown to be quantitatively outperforming the methods that directly fuse color and depth data.

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Paper Details

Authors:
Raushan Kumar, Rakesh Kumar, Viswanath Gopalakrishnan, Kiran Nanjunda Iyer
Submitted On:
1 March 2017 - 12:07am
Short Link:
Type:
Poster
Event:
Presenter's Name:
Viswanath Gopalakrishnan
Paper Code:
1399
Document Year:
2017
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Fast_Human_Segmentation_using_Color_Depth.pdf

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[1] Raushan Kumar, Rakesh Kumar, Viswanath Gopalakrishnan, Kiran Nanjunda Iyer, "FAST HUMAN SEGMENTATION USING COLOR AND DEPTH", IEEE SigPort, 2017. [Online]. Available: http://sigport.org/1530. Accessed: Dec. 18, 2017.
@article{1530-17,
url = {http://sigport.org/1530},
author = {Raushan Kumar; Rakesh Kumar; Viswanath Gopalakrishnan; Kiran Nanjunda Iyer },
publisher = {IEEE SigPort},
title = {FAST HUMAN SEGMENTATION USING COLOR AND DEPTH},
year = {2017} }
TY - EJOUR
T1 - FAST HUMAN SEGMENTATION USING COLOR AND DEPTH
AU - Raushan Kumar; Rakesh Kumar; Viswanath Gopalakrishnan; Kiran Nanjunda Iyer
PY - 2017
PB - IEEE SigPort
UR - http://sigport.org/1530
ER -
Raushan Kumar, Rakesh Kumar, Viswanath Gopalakrishnan, Kiran Nanjunda Iyer. (2017). FAST HUMAN SEGMENTATION USING COLOR AND DEPTH. IEEE SigPort. http://sigport.org/1530
Raushan Kumar, Rakesh Kumar, Viswanath Gopalakrishnan, Kiran Nanjunda Iyer, 2017. FAST HUMAN SEGMENTATION USING COLOR AND DEPTH. Available at: http://sigport.org/1530.
Raushan Kumar, Rakesh Kumar, Viswanath Gopalakrishnan, Kiran Nanjunda Iyer. (2017). "FAST HUMAN SEGMENTATION USING COLOR AND DEPTH." Web.
1. Raushan Kumar, Rakesh Kumar, Viswanath Gopalakrishnan, Kiran Nanjunda Iyer. FAST HUMAN SEGMENTATION USING COLOR AND DEPTH [Internet]. IEEE SigPort; 2017. Available from : http://sigport.org/1530