NTIRE 2022 Challenge on Perceptual Image Quality Assessment

Paper Info

Title
NTIRE 2022 Challenge on Perceptual Image Quality Assessment

Abstract
This paper reports on the NTIRE 2022 challenge on perceptual image quality assessment (IQA), held in conjunction with the New Trends in Image Restoration and Enhancement workshop (NTIRE) workshop at CVPR 2022. This challenge is held to address the emerging challenge of IQA by perceptual image processing algorithms. The output images of these algorithms have completely different characteristics from traditional distortions and are included in the PIPAL dataset used in this challenge. This challenge is divided into two tracks, a full-reference IQA track similar to the previous NTIRE IQA challenge and a new track that focuses on the no-reference IQA methods. The challenge has 192 and 179 registered participants for two tracks. In the final testing stage, 7 and 8 participating teams submitted their models and fact sheets. Almost all of them have achieved better results than existing IQA methods, and the winning method can demonstrate state-of-the-art performance.

Year	DOI	Venue
2022	10.1109/CVPRW56347.2022.00109	IEEE Conference on Computer Vision and Pattern Recognition
DocType	Volume	Issue
Conference	2022	1
Citations	PageRank	References
0	0.34	0
Authors
56

Authors (56 rows)

Cited by (0 rows)

References (0 rows)

Name	Order	Citations	PageRank
Jinjin Gu	1	35	6.89
Haoming Cai	2	4	1.74
Chao Dong	3	2064	80.72
Jimmy S. J. Ren	4	324	23.85
Radu Timofte	5	1880	118.45
Yuan Gong	6	0	0.34
Shanshan Lao	7	0	0.68
Shuwei Shi	8	0	0.34
Jiahao Wang	9	0	0.34
Sidi Yang	10	0	1.01
Tianhe Wu	11	0	1.01
Weihao Xia	12	0	0.34
Yang Yu-Jiu	13	89	19.30
Mingdeng Cao	14	0	0.34
Cong Heng	15	0	0.34
Lingzhi Fu	16	0	0.68
Rongyu Zhang	17	0	0.34
Yusheng Zhang	18	0	0.34
Hao Wang	19	0	0.34
Hongjian Song	20	0	0.34
Jing Wang	21	28	23.94
Haotian Fan	22	0	0.34
Xiaoxia Hou	23	0	0.34
Ming Sun	24	0	0.34
Mading Li	25	0	0.34
Kai Zhao	26	0	0.34
Kun Yuan	27	0	0.34
Zishang Kong	28	0	0.34
Mingda Wu	29	0	0.34
Chuanchuan Zheng	30	0	0.34
Marcos V. Conde	31	0	0.34
Maxime Burchi	32	0	0.34
Longtao Feng	33	0	0.34
Tao Zhang	34	422	100.57
Yang Li	35	659	125.00
Jingwen Xu	36	0	0.34
Haiqiang Wang	37	0	0.34
Yiting Liao	38	0	0.34
Junlin Li	39	0	0.34
Kele Xu	40	46	21.80
Tao Sun	41	0	0.34
Yunsheng Xiong	42	0	0.34
Abhisek Keshari	43	0	0.34
Komal Komal	44	0	0.34
Sadbhawana Thakur	45	0	0.34
Vinit Jakhetiya	46	0	0.34
Badri N Subudhi	47	0	0.34
Hao-Hsiang Yang	48	0	1.01
Hua-En Chang	49	0	1.01
Zhi-Kai Huang	50	0	1.35