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GRAPH-BASED RGB-D IMAGE SEGMENTATION USING COLOR-DIRECTIONAL-REGION MERGING

Abstract: 

Color and depth information provided simultaneously in RGB-D images can be used to segment scenes into disjoint regions. In this paper, a graph-based segmentation method for RGB-D image is proposed, in which an adaptive data-driven combination of color- and normal-variation is presented to construct dissimilarity between two adjacent pixels and a novel region merging threshold exploiting normal information in adjacent regions is proposed to control the proceeding of the region merging. We evaluate our method on the NYUv2 depth database and compare it with several published RGB-D partition methods. The experimental results show that our method is comparable with the state-of-the-art methods and provides more details of structures in the scene.

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Paper Details

Authors:
Xiong Pan, Zejun Zhang, Yizhang Liu, Changcai Yang, Qiufeng Chen, Li Cheng, Jiaxiang Lin, Riqing Chen
Submitted On:
18 April 2019 - 11:15pm
Short Link:
Type:
Poster
Event:
Presenter's Name:
Xiong Pan
Paper Code:
3113
Document Year:
2019
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GRAPH-BASED RGB-D IMAGE SEGMENTATION USING COLOR-DIRECTIONAL-REGION MERGING.pdf

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[1] Xiong Pan, Zejun Zhang, Yizhang Liu, Changcai Yang, Qiufeng Chen, Li Cheng, Jiaxiang Lin, Riqing Chen, "GRAPH-BASED RGB-D IMAGE SEGMENTATION USING COLOR-DIRECTIONAL-REGION MERGING", IEEE SigPort, 2019. [Online]. Available: http://sigport.org/3889. Accessed: Jun. 24, 2019.
@article{3889-19,
url = {http://sigport.org/3889},
author = {Xiong Pan; Zejun Zhang; Yizhang Liu; Changcai Yang; Qiufeng Chen; Li Cheng; Jiaxiang Lin; Riqing Chen },
publisher = {IEEE SigPort},
title = {GRAPH-BASED RGB-D IMAGE SEGMENTATION USING COLOR-DIRECTIONAL-REGION MERGING},
year = {2019} }
TY - EJOUR
T1 - GRAPH-BASED RGB-D IMAGE SEGMENTATION USING COLOR-DIRECTIONAL-REGION MERGING
AU - Xiong Pan; Zejun Zhang; Yizhang Liu; Changcai Yang; Qiufeng Chen; Li Cheng; Jiaxiang Lin; Riqing Chen
PY - 2019
PB - IEEE SigPort
UR - http://sigport.org/3889
ER -
Xiong Pan, Zejun Zhang, Yizhang Liu, Changcai Yang, Qiufeng Chen, Li Cheng, Jiaxiang Lin, Riqing Chen. (2019). GRAPH-BASED RGB-D IMAGE SEGMENTATION USING COLOR-DIRECTIONAL-REGION MERGING. IEEE SigPort. http://sigport.org/3889
Xiong Pan, Zejun Zhang, Yizhang Liu, Changcai Yang, Qiufeng Chen, Li Cheng, Jiaxiang Lin, Riqing Chen, 2019. GRAPH-BASED RGB-D IMAGE SEGMENTATION USING COLOR-DIRECTIONAL-REGION MERGING. Available at: http://sigport.org/3889.
Xiong Pan, Zejun Zhang, Yizhang Liu, Changcai Yang, Qiufeng Chen, Li Cheng, Jiaxiang Lin, Riqing Chen. (2019). "GRAPH-BASED RGB-D IMAGE SEGMENTATION USING COLOR-DIRECTIONAL-REGION MERGING." Web.
1. Xiong Pan, Zejun Zhang, Yizhang Liu, Changcai Yang, Qiufeng Chen, Li Cheng, Jiaxiang Lin, Riqing Chen. GRAPH-BASED RGB-D IMAGE SEGMENTATION USING COLOR-DIRECTIONAL-REGION MERGING [Internet]. IEEE SigPort; 2019. Available from : http://sigport.org/3889