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

Xiaohua Liu; Zihao Chen; Xu Wang; Jianmin Jiang; Sam Kowng

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 Kowng

^*Corresponding author for this work

Department of Computer Science

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

31 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
Subtitle of host publication	19th Pacific-Rim Conference on Multimedia, Hefei, China, September 21–22, 2018, Proceedings, Part I
Editors	Richang Hong, Wen-Huang Cheng, Toshihiko Yamasaki, Meng Wang, Chong-Wah Ngo
Publisher	Springer Verlag
Pages	458-468
ISBN (Electronic)	978-3-030-00776-8
ISBN (Print)	978-3-030-00775-1
DOIs	https://doi.org/10.1007/978-3-030-00776-8_42
Publication status	Published - 2018
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)
Place	China
City	Hefei
Period	21/09/18 → 22/09/18

Research Keywords

Just noticeable difference
Panoramic image
Virtual reality

Access Output

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

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Permanent Link

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Cite this

Liu, X., Chen, Z., Wang, X., Jiang, J., & Kowng, S. (2018). JND-pano: Database for just noticeable difference of JPEG compressed panoramic images. In R. Hong, W.-H. Cheng, T. Yamasaki, M. Wang, & C.-W. Ngo (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 Verlag. 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 / Richang Hong ; Wen-Huang Cheng ; Toshihiko Yamasaki ; Meng Wang ; Chong-Wah Ngo. Springer Verlag, 2018. pp. 458-468 (Lecture Notes in Computer Science (including subseries Information Systems and Applications, incl. Internet/Web, and HCI)).

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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 Kowng",

year = "2018",

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isbn = "978-3-030-00775-1",

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

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editor = "Hong, \{Richang \} and Cheng, \{Wen-Huang \} and Yamasaki, \{Toshihiko \} and Wang, \{Meng \} and Ngo, \{Chong-Wah \}",

booktitle = "Advances in Multimedia Information Processing – PCM 2018",

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Liu, X, Chen, Z, Wang, X, Jiang, J & Kowng, S 2018, JND-pano: Database for just noticeable difference of JPEG compressed panoramic images. in R Hong, W-H Cheng, T Yamasaki, M Wang & C-W Ngo (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 Verlag, 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. / Richang Hong; Wen-Huang Cheng; Toshihiko Yamasaki; Meng Wang; Chong-Wah Ngo. Springer Verlag, 2018. p. 458-468 (Lecture Notes in Computer Science (including subseries Information Systems and Applications, incl. Internet/Web, and HCI); Vol. 11164).

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

TY - GEN

T1 - JND-pano

T2 - 19th Pacific-Rim Conference on Multimedia (PCM 2018)

AU - Liu, Xiaohua

AU - Chen, Zihao

AU - Wang, Xu

AU - Jiang, Jianmin

AU - Kowng, Sam

PY - 2018

Y1 - 2018

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.

AB - 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.

KW - Just noticeable difference

KW - Panoramic image

KW - Virtual reality

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U2 - 10.1007/978-3-030-00776-8_42

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

M3 - RGC 32 - Refereed conference paper (with host publication)

SN - 978-3-030-00775-1

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

SP - 458

EP - 468

BT - Advances in Multimedia Information Processing – PCM 2018

A2 - Hong, Richang

A2 - Cheng, Wen-Huang

A2 - Yamasaki, Toshihiko

A2 - Wang, Meng

A2 - Ngo, Chong-Wah

PB - Springer Verlag

Y2 - 21 September 2018 through 22 September 2018

ER -

Liu X, Chen Z, Wang X, Jiang J, Kowng S. JND-pano: Database for just noticeable difference of JPEG compressed panoramic images. In Hong R, Cheng WH, Yamasaki T, Wang M, Ngo CW, editors, Advances in Multimedia Information Processing – PCM 2018 : 19th Pacific-Rim Conference on Multimedia, Hefei, China, September 21–22, 2018, Proceedings, Part I. Springer Verlag. 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

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