{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,2]],"date-time":"2026-06-02T18:27:09Z","timestamp":1780424829687,"version":"3.54.1"},"reference-count":37,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"12","license":[{"start":{"date-parts":[[2019,12,1]],"date-time":"2019-12-01T00:00:00Z","timestamp":1575158400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,12,1]],"date-time":"2019-12-01T00:00:00Z","timestamp":1575158400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,12,1]],"date-time":"2019-12-01T00:00:00Z","timestamp":1575158400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100007219","name":"Natural Science Foundation of Shanghai","doi-asserted-by":"publisher","award":["18ZR1418100"],"award-info":[{"award-number":["18ZR1418100"]}],"id":[{"id":"10.13039\/100007219","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61771306"],"award-info":[{"award-number":["61771306"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61527804"],"award-info":[{"award-number":["61527804"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012656","name":"Shanghai Key Laboratory of Digital Media Processing and Transmission","doi-asserted-by":"publisher","award":["STCSM18DZ2270700"],"award-info":[{"award-number":["STCSM18DZ2270700"]}],"id":[{"id":"10.13039\/501100012656","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Circuits Syst. Video Technol."],"published-print":{"date-parts":[[2019,12]]},"DOI":"10.1109\/tcsvt.2018.2880492","type":"journal-article","created":{"date-parts":[[2018,11,12]],"date-time":"2018-11-12T23:40:41Z","timestamp":1542066041000},"page":"3687-3700","source":"Crossref","is-referenced-by-count":57,"title":["Efficient Variable Rate Image Compression With Multi-Scale Decomposition Network"],"prefix":"10.1109","volume":"29","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-8515-6682","authenticated-orcid":false,"given":"Chunlei","family":"Cai","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9899-2535","authenticated-orcid":false,"given":"Li","family":"Chen","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7680-4062","authenticated-orcid":false,"given":"Xiaoyun","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zhiyong","family":"Gao","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref33","article-title":"Adam: A method for stochastic optimization","author":"kingma","year":"2015","journal-title":"Proc Int Conf Learn Represent"},{"key":"ref32","first-page":"66","article-title":"An adaptive rate control algorithm for JPEG2000 based on rate pre-allocation","volume":"31","author":"kong","year":"2009","journal-title":"J Electron Inf Technol"},{"key":"ref31","first-page":"1041","article-title":"Modeling nonlinear dependencies in natural images using mixture of Laplacian distribution","author":"park","year":"2005","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.1981.1056282"},{"key":"ref37","author":"bjontegaard","year":"2001","journal-title":"Calculation of Average PSNR Differences Between RD-Curves"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/ACSSC.2003.1292216"},{"key":"ref35","author":"kodak","year":"1993","journal-title":"Kodak lossless true color image suite (PhotoCD PCD0992)"},{"key":"ref34","author":"abadi","year":"2016","journal-title":"Tensorflow Large-scale machine learning on heterogeneous distributed systems"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/PCS.2016.7906310"},{"key":"ref11","article-title":"End-to-end optimized image compression","author":"ball\u00e9","year":"2017","journal-title":"Proc Int Conf Learn Represent"},{"key":"ref12","author":"li","year":"2017","journal-title":"Learning convolutional networks for content-weighted image compression"},{"key":"ref13","author":"li","year":"2018","journal-title":"Efficient trimmed convolutional arithmetic encoding for lossless image compression"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2017.2734838"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2012.2221191"},{"key":"ref16","first-page":"318","article-title":"Learning internal representations by error propagation","volume":"1","author":"rumelhart","year":"1986","journal-title":"Parallel Distributed Processing Explorations in the Microstructures of Cognition"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/79.952802"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/PROC.1972.8780"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1162\/NECO_a_00505"},{"key":"ref28","first-page":"1486","article-title":"Deep generative image models using a Laplacian pyramid of adversarial networks","author":"denton","year":"2015","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref4","author":"bellard","year":"2017","journal-title":"BPG image format"},{"key":"ref27","article-title":"Deep multi-scale video prediction beyond mean square error","author":"mathieu","year":"2016","journal-title":"Proc Int Conf Learn Represent"},{"key":"ref3","doi-asserted-by":"crossref","first-page":"286","DOI":"10.1117\/1.1469618","article-title":"JPEG2000: Image compression fundamentals, standards and practice","volume":"11","author":"rabbani","year":"2002","journal-title":"J Electron Imag"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.577"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/18.720541"},{"key":"ref5","article-title":"Variable rate image compression with recurrent neural networks","author":"toderici","year":"2016","journal-title":"Proc Int Conf Learn Represent"},{"key":"ref8","article-title":"Lossy image compression with compressive autoencoders","author":"theis","year":"2017","journal-title":"Proc Int Conf Learn Represent"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00461"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/30.125072"},{"key":"ref9","first-page":"1141","article-title":"Soft-to-hard vector quantization for end-to-end learning compressible representations","author":"agustsson","year":"2017","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref1","first-page":"1","year":"2016","journal-title":"Forecast and Methodology 2015&#x2013;2020"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/S0923-5965(98)00041-1"},{"key":"ref22","first-page":"568","article-title":"Deep Kalman filtering network for video compression artifact reduction","author":"lu","year":"2018","journal-title":"Proc Eur Conf Comput Vis (ECCV)"},{"key":"ref21","first-page":"2617","article-title":"Variational autoencoder for low bit-rate image compression","author":"zhou","year":"2018","journal-title":"Proc IEEE Conf Comp Vis Pattern Recognit"},{"key":"ref24","article-title":"Density modeling of images using a generalized normalization transformation","author":"ball\u00e9","year":"2016","journal-title":"Proc Int Conf Learn Represent"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/83.136597"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/34.192463"}],"container-title":["IEEE Transactions on Circuits and Systems for Video Technology"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/76\/8926550\/08531758.pdf?arnumber=8531758","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,13]],"date-time":"2022-07-13T20:56:34Z","timestamp":1657745794000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8531758\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,12]]},"references-count":37,"journal-issue":{"issue":"12"},"URL":"https:\/\/doi.org\/10.1109\/tcsvt.2018.2880492","relation":{},"ISSN":["1051-8215","1558-2205"],"issn-type":[{"value":"1051-8215","type":"print"},{"value":"1558-2205","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,12]]}}}