{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,19]],"date-time":"2025-11-19T09:21:29Z","timestamp":1763544089463,"version":"build-2065373602"},"publisher-location":"New York, NY, USA","reference-count":37,"publisher":"ACM","license":[{"start":{"date-parts":[[2023,10,26]],"date-time":"2023-10-26T00:00:00Z","timestamp":1698278400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"FCT","award":["PTDC\/EEI-COM\/7775\/2020"],"award-info":[{"award-number":["PTDC\/EEI-COM\/7775\/2020"]}]},{"name":"FCT\/MCTES","award":["UIDB\/50008\/2020"],"award-info":[{"award-number":["UIDB\/50008\/2020"]}]},{"name":"SNSF","award":["200020_207918"],"award-info":[{"award-number":["200020_207918"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2023,10,26]]},"DOI":"10.1145\/3581783.3613835","type":"proceedings-article","created":{"date-parts":[[2023,10,27]],"date-time":"2023-10-27T07:27:12Z","timestamp":1698391632000},"page":"6715-6723","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":8,"title":["On the Performance of Subjective Visual Quality Assessment Protocols for Nearly Visually Lossless Image Compression"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0000-3841-7635","authenticated-orcid":false,"given":"Michela","family":"Testolina","sequence":"first","affiliation":[{"name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne (EPFL), Lausanne, Switzerland"}]},{"ORCID":"https:\/\/orcid.org\/0009-0005-7176-0327","authenticated-orcid":false,"given":"Davi","family":"Lazzarotto","sequence":"additional","affiliation":[{"name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne (EPFL), Lausanne, Switzerland"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9481-9601","authenticated-orcid":false,"given":"Rafael","family":"Rodrigues","sequence":"additional","affiliation":[{"name":"Universidade da Beira Interior &amp; Instituto de Telecomunica\u00e7\u00f5es, Covilh\u00e3, Portugal"}]},{"ORCID":"https:\/\/orcid.org\/0009-0001-9352-9311","authenticated-orcid":false,"given":"Shima","family":"Mohammadi","sequence":"additional","affiliation":[{"name":"Instituto Superior T\u00e9cnico &amp; Instituto de Telecomunica\u00e7\u00f5es, Lisbon, Portugal"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9902-5926","authenticated-orcid":false,"given":"Jo\u00e3o","family":"Ascenso","sequence":"additional","affiliation":[{"name":"Instituto Superior T\u00e9cnico &amp; Instituto de Telecomunica\u00e7\u00f5es, Lisbon, Portugal"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5968-9901","authenticated-orcid":false,"given":"Ant\u00f3nio M. G.","family":"Pinheiro","sequence":"additional","affiliation":[{"name":"Universidade da Beira Interior &amp; Instituto de Telecomunica\u00e7\u00f5es, Covilh\u00e3, Portugal"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9900-3687","authenticated-orcid":false,"given":"Touradj","family":"Ebrahimi","sequence":"additional","affiliation":[{"name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne (EPFL), Lausanne, Switzerland"}]}],"member":"320","published-online":{"date-parts":[[2023,10,27]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"Sami Boukortt, Martin Bruse, Iulia-Maria Com\u015fa, Moritz Firsching, Thomas Fischbacher, Evgenii Kliuchnikov, Sebastian Gomez, Robert Obryk, et al.","author":"Alakuijala Jyrki","year":"2019","unstructured":"Jyrki Alakuijala, Ruud Van Asseldonk, Sami Boukortt, Martin Bruse, Iulia-Maria Com\u015fa, Moritz Firsching, Thomas Fischbacher, Evgenii Kliuchnikov, Sebastian Gomez, Robert Obryk, et al. 2019. JPEG XL next-generation image compression architecture and coding tools. In Applications of Digital Image Processing XLII, Vol. 11137. SPIE, 112--124."},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1117\/1.JEI.27.5.053035"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1002\/sdtp.11838"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58520-4_41"},{"key":"e_1_3_2_1_5_1","volume-title":"End-to-end Optimized Image Compression. In International Conference on Learning Representations.","author":"Ball\u00e9 Johannes","year":"2016","unstructured":"Johannes Ball\u00e9, Valero Laparra, and Eero P Simoncelli. 2016. End-to-end Optimized Image Compression. In International Conference on Learning Representations."},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2021.3101953"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00796"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1002\/jsid.297"},{"key":"e_1_3_2_1_9_1","first-page":"4194","article-title":"Learning end-to-end lossy image compression: A benchmark","volume":"44","author":"Hu Yueyu","year":"2021","unstructured":"Yueyu Hu, Wenhan Yang, Zhan Ma, and Jiaying Liu. 2021. Learning end-to-end lossy image compression: A benchmark. IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 44, 8 (2021), 4194--4211.","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"e_1_3_2_1_10_1","unstructured":"ISO\/IEC 15948:2004. 2004. Information technology - Computer graphics and image processing - Portable Network Graphics (PNG): Functional specification."},{"key":"e_1_3_2_1_11_1","unstructured":"ISO\/IEC 29170-2:2015. 2015. Information technology - Advanced image coding and evaluation - Part 2: Evaluation procedure for nearly lossless coding."},{"key":"e_1_3_2_1_12_1","unstructured":"ISO\/IEC TR 29170--1:2017. 2017. Information technology - Advanced image coding and evaluation - Part 1: Guidelines for image coding system evaluation."},{"key":"e_1_3_2_1_13_1","unstructured":"ITU-T Recommendations P.910. 2022. Subjective video quality assessment methods for multimedia applications."},{"key":"e_1_3_2_1_14_1","volume-title":"Non-local attention optimized deep image compression. arXiv preprint arXiv:1904.09757","author":"Liu Haojie","year":"2019","unstructured":"Haojie Liu, Tong Chen, Peiyao Guo, Qiu Shen, Xun Cao, Yao Wang, and Zhan Ma. 2019. Non-local attention optimized deep image compression. arXiv preprint arXiv:1904.09757 (2019)."},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.01383"},{"volume-title":"Computer graphics forum","author":"Mantiuk Rafa\u0142 K","key":"e_1_3_2_1_16_1","unstructured":"Rafa\u0142 K Mantiuk, Anna Tomaszewska, and Rados\u0142aw Mantiuk. 2012. Comparison of four subjective methods for image quality assessment. In Computer graphics forum, Vol. 31. Wiley Online Library, 2478--2491."},{"volume-title":"Applications of Digital Image Processing XL","author":"McNally David","key":"e_1_3_2_1_17_1","unstructured":"David McNally, Tim Bruylants, Alexandre Will\u00e8me, Touradj Ebrahimi, Peter Schelkens, and Benoit Macq. 2017. JPEG XS call for proposals subjective evaluations. In Applications of Digital Image Processing XL, Vol. 10396. SPIE, 109--119."},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3118295"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.01088"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2012.2214050"},{"key":"e_1_3_2_1_21_1","volume-title":"Making a ?completely blind\" image quality analyzer","author":"Mittal Anish","year":"2012","unstructured":"Anish Mittal, Rajiv Soundararajan, and Alan C Bovik. 2012b. Making a ?completely blind\" image quality analyzer. IEEE Signal processing letters, Vol. 20, 3 (2012), 209--212."},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1109\/QoMEX48832.2020.9123129"},{"key":"e_1_3_2_1_23_1","volume-title":"Visual Communications and Image Processing","author":"Pinson Margaret H","year":"2003","unstructured":"Margaret H Pinson and Stephen Wolf. 2003. Comparing subjective video quality testing methodologies. In Visual Communications and Image Processing 2003, Vol. 5150. SPIE, 573--582."},{"key":"e_1_3_2_1_24_1","volume-title":"Methodologies for the subjective assessment of the quality of television images","author":"Recommendation ITU-R","year":"2019","unstructured":"Recommendation ITU-R BT.500-14. 2019. Methodologies for the subjective assessment of the quality of television images. International Telecommunication Union (2019)."},{"key":"e_1_3_2_1_25_1","unstructured":"Report ITU-R BT.1082-1. 1990. Studies toward the unification of picture assessment methodology. (1990)."},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1109\/79.952804"},{"key":"e_1_3_2_1_27_1","volume-title":"Elad Ben Baruch, and Yaron Vaxman","author":"Sneyers Jon","year":"2023","unstructured":"Jon Sneyers, Elad Ben Baruch, and Yaron Vaxman. 2023. CID22: Large-Scale Subjective Quality Assessment for High Fidelity Image Compression. IEEE MultiMedia (2023). Submitted manuscript. Online: https:\/\/cloudinary.com\/labs\/cid22 (accessed: April 2023)."},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2016.7532320"},{"volume-title":"Applications of Digital Image Processing XL","author":"Stolitzka Dale F","key":"e_1_3_2_1_29_1","unstructured":"Dale F Stolitzka, Peter Schelkens, and Tim Bruylants. 2017. New procedures to evaluate visually lossless compression for display systems. In Applications of Digital Image Processing XL, Vol. 10396. SPIE, 98--108."},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1002\/sdtp.12106"},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2012.2221191"},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1109\/QoMEX58391.2023.10178554"},{"volume-title":"Applications of Digital Image Processing XLV","author":"Testolina Michela","key":"e_1_3_2_1_33_1","unstructured":"Michela Testolina, Evgeniy Upenik, Jon Sneyer, and Touradj Ebrahimi. 2022. Towards JPEG AIC part 3: visual quality assessment of high to visually-lossless image coding. In Applications of Digital Image Processing XLV, Vol. 12226. SPIE, 90--98."},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1109\/VCIP53242.2021.9675314"},{"key":"e_1_3_2_1_35_1","volume-title":"Sumohana S Channappayya, and Swarup S Medasani.","author":"Venkatanath N","year":"2015","unstructured":"N Venkatanath, D Praneeth, Maruthi Chandrasekhar Bh, Sumohana S Channappayya, and Swarup S Medasani. 2015. Blind image quality evaluation using perception based features. In 2015 twenty first national conference on communications (NCC). IEEE, 1--6."},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1109\/30.125072"},{"key":"e_1_3_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.1145\/3474085.3475213"}],"event":{"name":"MM '23: The 31st ACM International Conference on Multimedia","sponsor":["SIGMM ACM Special Interest Group on Multimedia"],"location":"Ottawa ON Canada","acronym":"MM '23"},"container-title":["Proceedings of the 31st ACM International Conference on Multimedia"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3581783.3613835","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3581783.3613835","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,22]],"date-time":"2025-08-22T00:02:00Z","timestamp":1755820920000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3581783.3613835"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,10,26]]},"references-count":37,"alternative-id":["10.1145\/3581783.3613835","10.1145\/3581783"],"URL":"https:\/\/doi.org\/10.1145\/3581783.3613835","relation":{},"subject":[],"published":{"date-parts":[[2023,10,26]]},"assertion":[{"value":"2023-10-27","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}