{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,15]],"date-time":"2026-05-15T02:34:52Z","timestamp":1778812492425,"version":"3.51.4"},"publisher-location":"New York, NY, USA","reference-count":38,"publisher":"ACM","license":[{"start":{"date-parts":[[2022,10,10]],"date-time":"2022-10-10T00:00:00Z","timestamp":1665360000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"the Public Welfare Technology Application Research Project of Zhejiang Province, China","award":["No. LGF21F010001"],"award-info":[{"award-number":["No. LGF21F010001"]}]},{"name":"the Natural Science Foundation of China","award":["No. 62002316"],"award-info":[{"award-number":["No. 62002316"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2022,10,10]]},"DOI":"10.1145\/3503161.3547929","type":"proceedings-article","created":{"date-parts":[[2022,10,10]],"date-time":"2022-10-10T15:43:01Z","timestamp":1665416581000},"page":"1309-1318","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":6,"title":["ADGNet: Attention Discrepancy Guided Deep Neural Network for Blind Image Quality Assessment"],"prefix":"10.1145","author":[{"given":"Xiaoyu","family":"Ma","sequence":"first","affiliation":[{"name":"Communication University of Zhejiang, Hangzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yaqi","family":"Wang","sequence":"additional","affiliation":[{"name":"Communication University of Zhejiang, Hangzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chang","family":"Liu","sequence":"additional","affiliation":[{"name":"Communication University of Zhejiang, Hangzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Suiyu","family":"Zhang","sequence":"additional","affiliation":[{"name":"Communication University of Zhejiang, Hangzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dingguo","family":"Yu","sequence":"additional","affiliation":[{"name":"Communication University of Zhejiang, Hangzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2022,10,10]]},"reference":[{"key":"e_1_3_2_2_1_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11760-017-1166-8"},{"key":"e_1_3_2_2_2_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2017.2760518"},{"key":"e_1_3_2_2_3_1","unstructured":"Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai Thomas Unterthiner Mostafa Dehghani Matthias Minderer Georg Heigold Sylvain Gelly etal 2020. An image is worth 16x16 words: Transformers for image recognition at scale. arXiv preprint arXiv:2010.11929 (2020).  Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai Thomas Unterthiner Mostafa Dehghani Matthias Minderer Georg Heigold Sylvain Gelly et al. 2020. An image is worth 16x16 words: Transformers for image recognition at scale. arXiv preprint arXiv:2010.11929 (2020)."},{"key":"e_1_3_2_2_4_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2015.2500021"},{"key":"e_1_3_2_2_5_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2016.2601821"},{"key":"e_1_3_2_2_6_1","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2017.2740023"},{"key":"e_1_3_2_2_7_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00960"},{"key":"e_1_3_2_2_8_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2020.2967829"},{"key":"e_1_3_2_2_9_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.224"},{"key":"e_1_3_2_2_10_1","volume-title":"Imagenet classification with deep convolutional neural networks. Advances in neural information processing systems","author":"Krizhevsky Alex","year":"2012","unstructured":"Alex Krizhevsky , Ilya Sutskever , and Geoffrey E Hinton . 2012. Imagenet classification with deep convolutional neural networks. Advances in neural information processing systems , Vol. 25 ( 2012 ), 1097--1105. Alex Krizhevsky, Ilya Sutskever, and Geoffrey E Hinton. 2012. Imagenet classification with deep convolutional neural networks. Advances in neural information processing systems , Vol. 25 (2012), 1097--1105."},{"key":"e_1_3_2_2_11_1","doi-asserted-by":"publisher","DOI":"10.1117\/1.3267105"},{"key":"e_1_3_2_2_12_1","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2018.2875354"},{"key":"e_1_3_2_2_13_1","doi-asserted-by":"publisher","DOI":"10.1109\/QoMEX.2019.8743252"},{"key":"e_1_3_2_2_14_1","volume-title":"DeepFL-IQA: Weak supervision for deep IQA feature learning. arXiv preprint arXiv:2001.08113","author":"Lin Hanhe","year":"2020","unstructured":"Hanhe Lin , Vlad Hosu , and Dietmar Saupe . 2020. DeepFL-IQA: Weak supervision for deep IQA feature learning. arXiv preprint arXiv:2001.08113 ( 2020 ). Hanhe Lin, Vlad Hosu, and Dietmar Saupe. 2020. DeepFL-IQA: Weak supervision for deep IQA feature learning. arXiv preprint arXiv:2001.08113 (2020)."},{"key":"e_1_3_2_2_15_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00083"},{"key":"e_1_3_2_2_16_1","volume-title":"No-reference image quality assessment based on spatial and spectral entropies. Signal processing: Image communication","author":"Liu Lixiong","year":"2014","unstructured":"Lixiong Liu , Bao Liu , Hua Huang , and Alan Conrad Bovik . 2014. No-reference image quality assessment based on spatial and spectral entropies. Signal processing: Image communication , Vol. 29 , 8 ( 2014 ), 856--863. Lixiong Liu, Bao Liu, Hua Huang, and Alan Conrad Bovik. 2014. No-reference image quality assessment based on spatial and spectral entropies. Signal processing: Image communication , Vol. 29, 8 (2014), 856--863."},{"key":"e_1_3_2_2_17_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.118"},{"key":"e_1_3_2_2_18_1","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2017.2729020"},{"key":"e_1_3_2_2_19_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2017.2774045"},{"key":"e_1_3_2_2_20_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2012.2214050"},{"key":"e_1_3_2_2_21_1","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2010.2043888"},{"key":"e_1_3_2_2_22_1","volume-title":"Blind image quality assessment: From natural scene statistics to perceptual quality","author":"Moorthy Anush Krishna","year":"2011","unstructured":"Anush Krishna Moorthy and Alan Conrad Bovik . 2011. Blind image quality assessment: From natural scene statistics to perceptual quality . IEEE transactions on Image Processing , Vol. 20 , 12 ( 2011 ), 3350--3364. Anush Krishna Moorthy and Alan Conrad Bovik. 2011. Blind image quality assessment: From natural scene statistics to perceptual quality. IEEE transactions on Image Processing , Vol. 20, 12 (2011), 3350--3364."},{"key":"e_1_3_2_2_23_1","doi-asserted-by":"crossref","unstructured":"Nikolay Ponomarenko Lina Jin Oleg Ieremeiev Vladimir Lukin Karen Egiazarian Jaakko Astola Benoit Vozel Kacem Chehdi Marco Carli Federica Battisti etal 2015. Image database TID2013: Peculiarities results and perspectives. Signal processing: Image communication Vol. 30 (2015) 57--77.  Nikolay Ponomarenko Lina Jin Oleg Ieremeiev Vladimir Lukin Karen Egiazarian Jaakko Astola Benoit Vozel Kacem Chehdi Marco Carli Federica Battisti et al. 2015. Image database TID2013: Peculiarities results and perspectives. Signal processing: Image communication Vol. 30 (2015) 57--77.","DOI":"10.1016\/j.image.2014.10.009"},{"key":"e_1_3_2_2_24_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2006.881959"},{"key":"e_1_3_2_2_25_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00372"},{"key":"e_1_3_2_2_26_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2018.2831899"},{"key":"e_1_3_2_2_27_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01424-7_27"},{"key":"e_1_3_2_2_28_1","volume-title":"International Conference on Machine Learning. PMLR, 10347--10357","author":"Touvron Hugo","year":"2021","unstructured":"Hugo Touvron , Matthieu Cord , Matthijs Douze , Francisco Massa , Alexandre Sablayrolles , and Herv\u00e9 J\u00e9gou . 2021 . Training data-efficient image transformers & distillation through attention . In International Conference on Machine Learning. PMLR, 10347--10357 . Hugo Touvron, Matthieu Cord, Matthijs Douze, Francisco Massa, Alexandre Sablayrolles, and Herv\u00e9 J\u00e9gou. 2021. Training data-efficient image transformers & distillation through attention. In International Conference on Machine Learning. PMLR, 10347--10357."},{"key":"e_1_3_2_2_29_1","volume-title":"Image quality assessment: from error visibility to structural similarity","author":"Wang Zhou","year":"2004","unstructured":"Zhou Wang , Alan C Bovik , Hamid R Sheikh , and Eero P Simoncelli . 2004. Image quality assessment: from error visibility to structural similarity . IEEE transactions on image processing , Vol. 13 , 4 ( 2004 ), 600--612. Zhou Wang, Alan C Bovik, Hamid R Sheikh, and Eero P Simoncelli. 2004. Image quality assessment: from error visibility to structural similarity. IEEE transactions on image processing , Vol. 13, 4 (2004), 600--612."},{"key":"e_1_3_2_2_30_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACSSC.2003.1292216"},{"key":"e_1_3_2_2_31_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2016.2585880"},{"key":"e_1_3_2_2_32_1","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2019.2904879"},{"key":"e_1_3_2_2_33_1","doi-asserted-by":"publisher","DOI":"10.1145\/3343031.3350990"},{"key":"e_1_3_2_2_34_1","volume-title":"2012 IEEE conference on computer vision and pattern recognition. IEEE, 1098--1105","author":"Ye Peng","year":"2012","unstructured":"Peng Ye , Jayant Kumar , Le Kang , and David Doermann . 2012 . Unsupervised feature learning framework for no-reference image quality assessment . In 2012 IEEE conference on computer vision and pattern recognition. IEEE, 1098--1105 . Peng Ye, Jayant Kumar, Le Kang, and David Doermann. 2012. Unsupervised feature learning framework for no-reference image quality assessment. In 2012 IEEE conference on computer vision and pattern recognition. IEEE, 1098--1105."},{"key":"e_1_3_2_2_35_1","volume-title":"A probabilistic quality representation approach to deep blind image quality prediction. arXiv preprint arXiv:1708.08190","author":"Zeng Hui","year":"2017","unstructured":"Hui Zeng , Lei Zhang , and Alan C Bovik . 2017. A probabilistic quality representation approach to deep blind image quality prediction. arXiv preprint arXiv:1708.08190 ( 2017 ). Hui Zeng, Lei Zhang, and Alan C Bovik. 2017. A probabilistic quality representation approach to deep blind image quality prediction. arXiv preprint arXiv:1708.08190 (2017)."},{"key":"e_1_3_2_2_36_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2014.2346028"},{"key":"e_1_3_2_2_37_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2015.2426416"},{"key":"e_1_3_2_2_38_1","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2018.2886771"}],"event":{"name":"MM '22: The 30th ACM International Conference on Multimedia","location":"Lisboa Portugal","acronym":"MM '22","sponsor":["SIGMM ACM Special Interest Group on Multimedia"]},"container-title":["Proceedings of the 30th ACM International Conference on Multimedia"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3503161.3547929","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3503161.3547929","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T19:00:31Z","timestamp":1750186831000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3503161.3547929"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,10,10]]},"references-count":38,"alternative-id":["10.1145\/3503161.3547929","10.1145\/3503161"],"URL":"https:\/\/doi.org\/10.1145\/3503161.3547929","relation":{},"subject":[],"published":{"date-parts":[[2022,10,10]]},"assertion":[{"value":"2022-10-10","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}