{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,7,31]],"date-time":"2025-07-31T00:42:03Z","timestamp":1753922523091,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":21,"publisher":"ACM","license":[{"start":{"date-parts":[[2021,1,14]],"date-time":"2021-01-14T00:00:00Z","timestamp":1610582400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2021,1,14]]},"DOI":"10.1145\/3448218.3448226","type":"proceedings-article","created":{"date-parts":[[2021,2,15]],"date-time":"2021-02-15T14:30:13Z","timestamp":1613399413000},"page":"110-114","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":2,"title":["Structure Similarity for Image Quality Assessment from Isotropic to Anisotropic"],"prefix":"10.1145","author":[{"given":"Yuanyuan","family":"Chang","sequence":"first","affiliation":[{"name":"School of Electronic Information and Artificial Intelligence, Shaanxi University of Science and Technology, Xian, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xuande","family":"Zhang","sequence":"additional","affiliation":[{"name":"School of Electronic Information and Artificial Intelligence, Shaanxi University of Science and Technology, Xian, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dekang","family":"Zhu","sequence":"additional","affiliation":[{"name":"Saic Motor Corporation Limited, Passenger Car Company, Shanghai, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2021,2,15]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"crossref","unstructured":"Wang Zhou A. C. Bovik. 2006. Modern Image Quality Assessment. Synthesis Lectures on Image Video & Multimedia Processing 1--156.  Wang Zhou A. C. Bovik. 2006. Modern Image Quality Assessment. Synthesis Lectures on Image Video & Multimedia Processing 1--156.","DOI":"10.2200\/S00010ED1V01Y200508IVM003"},{"key":"e_1_3_2_1_2_1","volume-title":"Workshop Video Process.","author":"Egiazarian Karen","year":"2006","unstructured":"Karen Egiazarian , Jaakko Astola , Vladimir Lukin . 2006 . A new full-reference quality metrics based on HVS . Workshop Video Process. Karen Egiazarian, Jaakko Astola, Vladimir Lukin. 2006. A new full-reference quality metrics based on HVS. Workshop Video Process."},{"key":"e_1_3_2_1_3_1","volume-title":"IEEE Signal Processing Magazine, (January","author":"Zhou Wang","year":"2008","unstructured":"Wang Zhou , A.C. Bovik . 2008 . Mean squared error: love it or leave it? A new look at Signal Fidelity Measures. J . IEEE Signal Processing Magazine, (January 2008), 98--117. Wang Zhou, A.C. Bovik. 2008. Mean squared error: love it or leave it? A new look at Signal Fidelity Measures. J. IEEE Signal Processing Magazine, (January 2008), 98--117."},{"key":"e_1_3_2_1_4_1","volume-title":"VSNR: a wavelet-based visual signal-to-noise ratio for natural images","author":"Chandler D.M.","year":"2007","unstructured":"D.M. Chandler , S.S. Hemami .2007. VSNR: a wavelet-based visual signal-to-noise ratio for natural images . J IEEE Transactions on Image Processing , ( 2007 ), 2284--2298. D.M. Chandler, S.S. Hemami.2007. VSNR: a wavelet-based visual signal-to-noise ratio for natural images. J IEEE Transactions on Image Processing, (2007), 2284--2298."},{"key":"e_1_3_2_1_5_1","volume-title":"Proceedings of the third international workshop on video processing and quality metrics.","author":"Silvestri Flavia","year":"2007","unstructured":"Ponomarenko, Nikolay, Flavia Silvestri , 2007 . On between-coefficient contrast masking of DCT basis functions . In Proceedings of the third international workshop on video processing and quality metrics. Ponomarenko, Nikolay, Flavia Silvestri, et al. 2007. On between-coefficient contrast masking of DCT basis functions. In Proceedings of the third international workshop on video processing and quality metrics."},{"key":"e_1_3_2_1_6_1","article-title":"Image quality assessment: from error visibility to structural similarity. J","author":"Zhou Wang","year":"2004","unstructured":"Wang Zhou , A.C. Bovik , H.R. Sheikh , 2004 . Image quality assessment: from error visibility to structural similarity. J . IEEE Transactions on Image Processing. Wang Zhou, A.C. Bovik, H.R. Sheikh, et al. 2004. Image quality assessment: from error visibility to structural similarity. J. IEEE Transactions on Image Processing.","journal-title":"IEEE Transactions on Image Processing."},{"key":"e_1_3_2_1_7_1","unstructured":"Wang Zhou E.P. Simoncelli A.C. Bovik. 2003. Multiscale structural similarity for image quality assessment. C. Systems and Computers.  Wang Zhou E.P. Simoncelli A.C. Bovik. 2003. Multiscale structural similarity for image quality assessment. C. Systems and Computers."},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"crossref","DOI":"10.1109\/TIP.2010.2092435","article-title":"Information content weighting for perceptual image quality assessment. J","author":"Zhou Wang","year":"2011","unstructured":"Wang Zhou , Li Qiang . 2011 . Information content weighting for perceptual image quality assessment. J . IEEE Transactions on Image Processing , ( May 2011), 1185--1198. Wang Zhou, Li Qiang. 2011. Information content weighting for perceptual image quality assessment. J. IEEE Transactions on Image Processing, (May 2011), 1185--1198.","journal-title":"IEEE Transactions on Image Processing"},{"key":"e_1_3_2_1_9_1","volume-title":"IEEE Signal Processing Letters, (April","author":"Xuan Zhang","year":"2013","unstructured":"Zhang Xuan , Xue Feng , Wang Wei , 2013 . Edge strength similarity for image quality assessment. J . IEEE Signal Processing Letters, (April 2013), 319--322. Zhang Xuan, Xue Feng, Wang Wei, et al. 2013. Edge strength similarity for image quality assessment. J. IEEE Signal Processing Letters, (April 2013), 319--322."},{"key":"e_1_3_2_1_10_1","volume-title":"FSIM: a feature similarity index for image quality assessment","author":"Lin Zhang","year":"2011","unstructured":"Zhang Lin , Zhang Lei . 2011. FSIM: a feature similarity index for image quality assessment . IEEE transactions on Image Processing , ( August 2011 ), 2378--2386. Zhang Lin, Zhang Lei. 2011. FSIM: a feature similarity index for image quality assessment. IEEE transactions on Image Processing, (August 2011), 2378--2386."},{"key":"e_1_3_2_1_11_1","article-title":"Gradient magnitude similarity deviation: a highly efficient perceptual image quality index. J","author":"Wu Xue","year":"2014","unstructured":"Xue Wu , Zhang Lei , Mou X, 2014 . Gradient magnitude similarity deviation: a highly efficient perceptual image quality index. J . IEEE Transactions on Image Processing , ( February 2014), 684--695. Xue Wu, Zhang Lei, Mou X, et al. 2014. Gradient magnitude similarity deviation: a highly efficient perceptual image quality index. J. IEEE Transactions on Image Processing, (February 2014), 684--695.","journal-title":"IEEE Transactions on Image Processing"},{"key":"e_1_3_2_1_12_1","article-title":"SPSIM: a superpixel-based similarity index for full-reference image quality assessment. J","author":"Wen S.","year":"2018","unstructured":"S. Wen , Q. Liao , J. Xue , 2018 . SPSIM: a superpixel-based similarity index for full-reference image quality assessment. J . IEEE Transactions on Image Processing , ( September 2018), 4232--4244. S. Wen, Q. Liao, J. Xue, et al. 2018. SPSIM: a superpixel-based similarity index for full-reference image quality assessment. J. IEEE Transactions on Image Processing, (September 2018), 4232--4244.","journal-title":"IEEE Transactions on Image Processing"},{"key":"e_1_3_2_1_13_1","article-title":"SVD-based quality metric for image and video using machine learning. J","author":"Lin W.","year":"2011","unstructured":"Narwaria, Manish, W. Lin . 2011 . SVD-based quality metric for image and video using machine learning. J . IEEE Transactions on Systems , ( February 2011), 347--364. Narwaria, Manish, W. Lin. 2011. SVD-based quality metric for image and video using machine learning. J. IEEE Transactions on Systems, (February 2011), 347--364.","journal-title":"IEEE Transactions on Systems"},{"key":"e_1_3_2_1_14_1","article-title":"Image quality assessment using multi-method fusion. J","author":"Liu T.","year":"2012","unstructured":"T. Liu , W. Lin , C.C. Jay Kuo . 2012 . Image quality assessment using multi-method fusion. J . IEEE Transactions on image processing , ( May 2012), 1793--1807. T. Liu, W. Lin, C.C. Jay Kuo. 2012. Image quality assessment using multi-method fusion. J. IEEE Transactions on image processing, (May 2012), 1793--1807.","journal-title":"IEEE Transactions on image processing"},{"key":"e_1_3_2_1_15_1","volume-title":"Proceedings of the IEEE conference on Computer Vision and Pattern Recognition","author":"Lee Sanghoon","year":"2017","unstructured":"Kim, Jongyoo, Sanghoon Lee . 2017 . Deep learning of human visual sensitivity in image quality assessment framework. C . In Proceedings of the IEEE conference on Computer Vision and Pattern Recognition , (2017), 1676--1684. Kim, Jongyoo, Sanghoon Lee. 2017. Deep learning of human visual sensitivity in image quality assessment framework. C. In Proceedings of the IEEE conference on Computer Vision and Pattern Recognition, (2017), 1676--1684."},{"key":"e_1_3_2_1_16_1","volume-title":"Neurocomputing","author":"Tao","year":"2020","unstructured":"Tao T, Ding L, Huang H. 2020 . Unified non-uniform scale adaptive sampling model for quality assessment of natural scene and screen content images, J . Neurocomputing , 2020. Tao T, Ding L, Huang H. 2020. Unified non-uniform scale adaptive sampling model for quality assessment of natural scene and screen content images, J. Neurocomputing, 2020."},{"key":"e_1_3_2_1_17_1","article-title":"A statistical evaluation of recent full reference image quality assessment algorithms. J","author":"Hamid R.","year":"2006","unstructured":"Sheikh, R. Hamid , F. Muhammad . Sabir, 2006 . A statistical evaluation of recent full reference image quality assessment algorithms. J . IEEE Transactions on Image Processing , ( November 2006), 3440--3451. Sheikh, R. Hamid, F. Muhammad. Sabir, et al. 2006. A statistical evaluation of recent full reference image quality assessment algorithms. J. IEEE Transactions on Image Processing, (November 2006), 3440--3451.","journal-title":"IEEE Transactions on Image Processing"},{"key":"e_1_3_2_1_18_1","volume-title":"Adv Modern Radio Electron, (October","author":"TID","year":"2008","unstructured":"TID 2008 ---a database for evaluation of full-reference visual quality assessment metrics . Adv Modern Radio Electron, (October 2009), 30--45. TID 2008---a database for evaluation of full-reference visual quality assessment metrics. Adv Modern Radio Electron, (October 2009), 30--45."},{"key":"e_1_3_2_1_19_1","volume-title":"European Workshop on Visual Information Processing (EUVIP), IEEE","author":"Ponomarenko N.","year":"2013","unstructured":"N. Ponomarenko , O. Ieremeiev , V. Lukin , 2013 . Color image database TID2013: p eculiarities and preliminary results. C . European Workshop on Visual Information Processing (EUVIP), IEEE , (2013). N. Ponomarenko, O. Ieremeiev, V. Lukin, et al. 2013. Color image database TID2013: p eculiarities and preliminary results. C. European Workshop on Visual Information Processing (EUVIP), IEEE, (2013)."},{"key":"e_1_3_2_1_20_1","article-title":"Most apparent distortion: full-reference image quality assessment and the role of strategy. J","author":"Damon M.","year":"2010","unstructured":"Chandler, M. Damon . 2010 . Most apparent distortion: full-reference image quality assessment and the role of strategy. J . Journal of Electronic Imaging , ( January 2010). Chandler, M. Damon. 2010. Most apparent distortion: full-reference image quality assessment and the role of strategy. J. Journal of Electronic Imaging, (January 2010).","journal-title":"Journal of Electronic Imaging"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2006.881959"}],"event":{"name":"CCEAI 2021: 5th International Conference on Control Engineering and Artificial Intelligence","sponsor":["York University"],"location":"Sanya China","acronym":"CCEAI 2021"},"container-title":["Proceedings of the 5th International Conference on Control Engineering and Artificial Intelligence"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3448218.3448226","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3448218.3448226","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T20:47:41Z","timestamp":1750193261000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3448218.3448226"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,1,14]]},"references-count":21,"alternative-id":["10.1145\/3448218.3448226","10.1145\/3448218"],"URL":"https:\/\/doi.org\/10.1145\/3448218.3448226","relation":{},"subject":[],"published":{"date-parts":[[2021,1,14]]},"assertion":[{"value":"2021-02-15","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}