JND-pano : Database for just noticeable difference of JPEG compressed panoramic images

Xiaohua LIU; Zihao  CHEN; Xu WANG; Jianmin JIANG; Sam KWONG

doi:10.1007/978-3-030-00776-8_42

JND-pano : Database for just noticeable difference of JPEG compressed panoramic images

Xiaohua LIU, Zihao CHEN, Xu WANG^*, Jianmin JIANG, Sam KWONG

^*Corresponding author for this work

Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

23 Citations (Scopus)

Abstract

Just noticeable difference (JND) characterizes the minimum visibility threshold, which is important for the compression optimization and quality assessment of visual content. According to our best knowledge, there are no public JND model or related database specific to panoramic content, which has become a hot topic in recent years. To facilitate future researches of JND modeling of panoramic content, we explored the JND characteristics of JPEG compressed panoramic images in this paper. Considering the actual application scenario and the scale of experiment, we first establish a database consisting of 40 reference panoramic images and 4000 distorted panoramic images generated by JPEG encoder. Subsequently, a subjective experiment was conducted based on the subjective JND evaluation method. With the proposed database, the existing state-of-the-art JND models are further evaluated and analyzed. Finally, the performance comparison experiment indicates that it is necessary to focus on the particularity of panoramic content and explore new JND models, which can also provide new ideas for related research.

Original language	English
Title of host publication	Advances in Multimedia Information Processing : PCM 2018 : 19th Pacific-Rim Conference on Multimedia, Hefei, China, September 21-22, 2018, Proceedings, Part I
Editors	Chong-Wah NGO, Richang HONG, Meng WANG, Wen-Huang CHENG, Toshihiko YAMASAKI
Publisher	Springer, Cham
Pages	458-468
Number of pages	11
ISBN (Electronic)	9783030007768
ISBN (Print)	9783030007751
DOIs	https://doi.org/10.1007/978-3-030-00776-8_42
Publication status	Published - 19 Sept 2018
Externally published	Yes
Event	19th Pacific-Rim Conference on Multimedia, PCM 2018 - Hefei, China Duration: 21 Sept 2018 → 22 Sept 2018

Publication series

Name	Lecture Notes in Computer Science (including subseries Information Systems and Applications, incl. Internet/Web, and HCI)
Volume	11164
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	19th Pacific-Rim Conference on Multimedia, PCM 2018
Country/Territory	China
City	Hefei
Period	21/09/18 → 22/09/18

Bibliographical note

Publisher Copyright:
© Springer Nature Switzerland AG 2018.

Funding

This work was supported in part by the National Natural Science Foundation of China under Grant 31670553, 61501299, 61672443 and 61620106008, in part by the Guangdong Nature Science Foundation under Grant 2016A030310058, in part by the Shenzhen Emerging Industries of the Strategic Basic Research Project under Grants JCYJ20160226191842793, in part by the Natural Science Foundation of SZU (grant no. 827000144), and in part by the Tencent “Rhinoceros Birds”-Scientific Research Foundation for Young Teachers of Shenzhen University.

Keywords

Just noticeable difference
Panoramic image
Virtual reality

Access to Document

10.1007/978-3-030-00776-8_42

Cite this

LIU, X., CHEN, Z., WANG, X., JIANG, J., & KWONG, S. (2018). JND-pano : Database for just noticeable difference of JPEG compressed panoramic images. In C.-W. NGO, R. HONG, M. WANG, W.-H. CHENG, & T. YAMASAKI (Eds.), Advances in Multimedia Information Processing : PCM 2018 : 19th Pacific-Rim Conference on Multimedia, Hefei, China, September 21-22, 2018, Proceedings, Part I (pp. 458-468). (Lecture Notes in Computer Science (including subseries Information Systems and Applications, incl. Internet/Web, and HCI); Vol. 11164). Springer, Cham. https://doi.org/10.1007/978-3-030-00776-8_42

LIU, Xiaohua ; CHEN, Zihao ; WANG, Xu et al. / JND-pano : Database for just noticeable difference of JPEG compressed panoramic images. Advances in Multimedia Information Processing : PCM 2018 : 19th Pacific-Rim Conference on Multimedia, Hefei, China, September 21-22, 2018, Proceedings, Part I. editor / Chong-Wah NGO ; Richang HONG ; Meng WANG ; Wen-Huang CHENG ; Toshihiko YAMASAKI. Springer, Cham, 2018. pp. 458-468 (Lecture Notes in Computer Science (including subseries Information Systems and Applications, incl. Internet/Web, and HCI)).

@inproceedings{718027906eab4d59b4ff2861d0220ed1,

title = "JND-pano : Database for just noticeable difference of JPEG compressed panoramic images",

abstract = "Just noticeable difference (JND) characterizes the minimum visibility threshold, which is important for the compression optimization and quality assessment of visual content. According to our best knowledge, there are no public JND model or related database specific to panoramic content, which has become a hot topic in recent years. To facilitate future researches of JND modeling of panoramic content, we explored the JND characteristics of JPEG compressed panoramic images in this paper. Considering the actual application scenario and the scale of experiment, we first establish a database consisting of 40 reference panoramic images and 4000 distorted panoramic images generated by JPEG encoder. Subsequently, a subjective experiment was conducted based on the subjective JND evaluation method. With the proposed database, the existing state-of-the-art JND models are further evaluated and analyzed. Finally, the performance comparison experiment indicates that it is necessary to focus on the particularity of panoramic content and explore new JND models, which can also provide new ideas for related research.",

keywords = "Just noticeable difference, Panoramic image, Virtual reality",

author = "Xiaohua LIU and Zihao CHEN and Xu WANG and Jianmin JIANG and Sam KWONG",

note = "Publisher Copyright: {\textcopyright} Springer Nature Switzerland AG 2018.; 19th Pacific-Rim Conference on Multimedia, PCM 2018 ; Conference date: 21-09-2018 Through 22-09-2018",

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LIU, X, CHEN, Z, WANG, X, JIANG, J & KWONG, S 2018, JND-pano : Database for just noticeable difference of JPEG compressed panoramic images. in C-W NGO, R HONG, M WANG, W-H CHENG & T YAMASAKI (eds), Advances in Multimedia Information Processing : PCM 2018 : 19th Pacific-Rim Conference on Multimedia, Hefei, China, September 21-22, 2018, Proceedings, Part I. Lecture Notes in Computer Science (including subseries Information Systems and Applications, incl. Internet/Web, and HCI), vol. 11164, Springer, Cham, pp. 458-468, 19th Pacific-Rim Conference on Multimedia, PCM 2018, Hefei, China, 21/09/18. https://doi.org/10.1007/978-3-030-00776-8_42

JND-pano : Database for just noticeable difference of JPEG compressed panoramic images. / LIU, Xiaohua; CHEN, Zihao ; WANG, Xu et al.
Advances in Multimedia Information Processing : PCM 2018 : 19th Pacific-Rim Conference on Multimedia, Hefei, China, September 21-22, 2018, Proceedings, Part I. ed. / Chong-Wah NGO; Richang HONG; Meng WANG; Wen-Huang CHENG; Toshihiko YAMASAKI. Springer, Cham, 2018. p. 458-468 (Lecture Notes in Computer Science (including subseries Information Systems and Applications, incl. Internet/Web, and HCI); Vol. 11164).

Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

TY - GEN

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AU - LIU, Xiaohua

AU - CHEN, Zihao

AU - WANG, Xu

AU - JIANG, Jianmin

AU - KWONG, Sam

N1 - Publisher Copyright: © Springer Nature Switzerland AG 2018.

PY - 2018/9/19

Y1 - 2018/9/19

N2 - Just noticeable difference (JND) characterizes the minimum visibility threshold, which is important for the compression optimization and quality assessment of visual content. According to our best knowledge, there are no public JND model or related database specific to panoramic content, which has become a hot topic in recent years. To facilitate future researches of JND modeling of panoramic content, we explored the JND characteristics of JPEG compressed panoramic images in this paper. Considering the actual application scenario and the scale of experiment, we first establish a database consisting of 40 reference panoramic images and 4000 distorted panoramic images generated by JPEG encoder. Subsequently, a subjective experiment was conducted based on the subjective JND evaluation method. With the proposed database, the existing state-of-the-art JND models are further evaluated and analyzed. Finally, the performance comparison experiment indicates that it is necessary to focus on the particularity of panoramic content and explore new JND models, which can also provide new ideas for related research.

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DO - 10.1007/978-3-030-00776-8_42

M3 - Conference paper (refereed)

AN - SCOPUS:85057259372

SN - 9783030007751

T3 - Lecture Notes in Computer Science (including subseries Information Systems and Applications, incl. Internet/Web, and HCI)

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BT - Advances in Multimedia Information Processing : PCM 2018 : 19th Pacific-Rim Conference on Multimedia, Hefei, China, September 21-22, 2018, Proceedings, Part I

A2 - NGO, Chong-Wah

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A2 - CHENG, Wen-Huang

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LIU X, CHEN Z, WANG X, JIANG J, KWONG S. JND-pano : Database for just noticeable difference of JPEG compressed panoramic images. In NGO CW, HONG R, WANG M, CHENG WH, YAMASAKI T, editors, Advances in Multimedia Information Processing : PCM 2018 : 19th Pacific-Rim Conference on Multimedia, Hefei, China, September 21-22, 2018, Proceedings, Part I. Springer, Cham. 2018. p. 458-468. (Lecture Notes in Computer Science (including subseries Information Systems and Applications, incl. Internet/Web, and HCI)). Epub 2018 Sept 19. doi: 10.1007/978-3-030-00776-8_42

JND-pano : Database for just noticeable difference of JPEG compressed panoramic images

Abstract

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Bibliographical note

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Keywords

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