Joint just noticeable difference model based on depth perception for stereoscopic images

Xiaoming Li; Yue Wang; Debin Zhao; Tingting Jiang; Nan Zhang

doi:10.1109/VCIP.2011.6116016

Joint just noticeable difference model based on depth perception for stereoscopic images

Xiaoming Li^*
, Yue Wang
, Debin Zhao
, Tingting Jiang
, Nan Zhang

^*Corresponding author for this work

Faculty of Computing

Harbin Institute of Technology
University of Chinese Academy of Sciences
Peking University
Capital Medical University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

21 Scopus citations

Abstract

Just noticeable difference (JND) model can reflect the least perceptible distortion from images, including 2D images and stereoscopic images. As we know, for the perception of human visual system (HVS), stereoscopic images have quite different characteristics from 2D images, since stereoscopic images contain not only planar information, but also depth information. This paper proposes a joint JND (JJND) model based on depth perception for stereoscopic images. Firstly, disparity estimation is performed in order to decompose the image into the occlusion region and the non-overlapped region. Then, different JND thresholds are applied on different regions, according to the depth information of the region, which can be derived from the disparity of the region. Experimental results verified our model's validity for stereoscopic images.

Original language	English
Title of host publication	2011 IEEE Visual Communications and Image Processing, VCIP 2011
DOIs	https://doi.org/10.1109/VCIP.2011.6116016
State	Published - 2011
Event	2011 IEEE Visual Communications and Image Processing, VCIP 2011 - Tainan, Taiwan, Province of China Duration: 6 Nov 2011 → 9 Nov 2011

Publication series

Name	2011 IEEE Visual Communications and Image Processing, VCIP 2011

Conference

Conference	2011 IEEE Visual Communications and Image Processing, VCIP 2011
Country/Territory	Taiwan, Province of China
City	Tainan
Period	6/11/11 → 9/11/11

Keywords

Just noticeable difference
disparity
human visual system
stereoscopic images

Access to Document

10.1109/VCIP.2011.6116016

Cite this

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title = "Joint just noticeable difference model based on depth perception for stereoscopic images",

abstract = "Just noticeable difference (JND) model can reflect the least perceptible distortion from images, including 2D images and stereoscopic images. As we know, for the perception of human visual system (HVS), stereoscopic images have quite different characteristics from 2D images, since stereoscopic images contain not only planar information, but also depth information. This paper proposes a joint JND (JJND) model based on depth perception for stereoscopic images. Firstly, disparity estimation is performed in order to decompose the image into the occlusion region and the non-overlapped region. Then, different JND thresholds are applied on different regions, according to the depth information of the region, which can be derived from the disparity of the region. Experimental results verified our model's validity for stereoscopic images.",

keywords = "Just noticeable difference, disparity, human visual system, stereoscopic images",

author = "Xiaoming Li and Yue Wang and Debin Zhao and Tingting Jiang and Nan Zhang",

year = "2011",

doi = "10.1109/VCIP.2011.6116016",

language = "英语",

isbn = "9781457713200",

series = "2011 IEEE Visual Communications and Image Processing, VCIP 2011",

booktitle = "2011 IEEE Visual Communications and Image Processing, VCIP 2011",

note = "2011 IEEE Visual Communications and Image Processing, VCIP 2011 ; Conference date: 06-11-2011 Through 09-11-2011",

}

Li, X, Wang, Y, Zhao, D, Jiang, T & Zhang, N 2011, Joint just noticeable difference model based on depth perception for stereoscopic images. in 2011 IEEE Visual Communications and Image Processing, VCIP 2011., 6116016, 2011 IEEE Visual Communications and Image Processing, VCIP 2011, 2011 IEEE Visual Communications and Image Processing, VCIP 2011, Tainan, Taiwan, Province of China, 6/11/11. https://doi.org/10.1109/VCIP.2011.6116016

Joint just noticeable difference model based on depth perception for stereoscopic images. / Li, Xiaoming; Wang, Yue; Zhao, Debin et al.
2011 IEEE Visual Communications and Image Processing, VCIP 2011. 2011. 6116016 (2011 IEEE Visual Communications and Image Processing, VCIP 2011).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

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AU - Li, Xiaoming

AU - Wang, Yue

AU - Zhao, Debin

AU - Jiang, Tingting

AU - Zhang, Nan

PY - 2011

Y1 - 2011

N2 - Just noticeable difference (JND) model can reflect the least perceptible distortion from images, including 2D images and stereoscopic images. As we know, for the perception of human visual system (HVS), stereoscopic images have quite different characteristics from 2D images, since stereoscopic images contain not only planar information, but also depth information. This paper proposes a joint JND (JJND) model based on depth perception for stereoscopic images. Firstly, disparity estimation is performed in order to decompose the image into the occlusion region and the non-overlapped region. Then, different JND thresholds are applied on different regions, according to the depth information of the region, which can be derived from the disparity of the region. Experimental results verified our model's validity for stereoscopic images.

AB - Just noticeable difference (JND) model can reflect the least perceptible distortion from images, including 2D images and stereoscopic images. As we know, for the perception of human visual system (HVS), stereoscopic images have quite different characteristics from 2D images, since stereoscopic images contain not only planar information, but also depth information. This paper proposes a joint JND (JJND) model based on depth perception for stereoscopic images. Firstly, disparity estimation is performed in order to decompose the image into the occlusion region and the non-overlapped region. Then, different JND thresholds are applied on different regions, according to the depth information of the region, which can be derived from the disparity of the region. Experimental results verified our model's validity for stereoscopic images.

KW - Just noticeable difference

KW - disparity

KW - human visual system

KW - stereoscopic images

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DO - 10.1109/VCIP.2011.6116016

M3 - 会议稿件

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T3 - 2011 IEEE Visual Communications and Image Processing, VCIP 2011

BT - 2011 IEEE Visual Communications and Image Processing, VCIP 2011

T2 - 2011 IEEE Visual Communications and Image Processing, VCIP 2011

Y2 - 6 November 2011 through 9 November 2011

ER -

Joint just noticeable difference model based on depth perception for stereoscopic images

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Keywords

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