{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,19]],"date-time":"2026-07-19T00:35:45Z","timestamp":1784421345923,"version":"3.55.0"},"reference-count":59,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"3","license":[{"start":{"date-parts":[[2024,6,1]],"date-time":"2024-06-01T00:00:00Z","timestamp":1717200000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2024,6,1]],"date-time":"2024-06-01T00:00:00Z","timestamp":1717200000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,6,1]],"date-time":"2024-06-01T00:00:00Z","timestamp":1717200000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["52274160"],"award-info":[{"award-number":["52274160"]}],"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":["51874300"],"award-info":[{"award-number":["51874300"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"National Natural Science Foundation of China and Shanxi Provincial People&#x0027;s Government Jointly Funded Project of China","award":["U1510115"],"award-info":[{"award-number":["U1510115"]}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"publisher","award":["2023QN1079"],"award-info":[{"award-number":["2023QN1079"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Emerg. Top. Comput. Intell."],"published-print":{"date-parts":[[2024,6]]},"DOI":"10.1109\/tetci.2024.3359038","type":"journal-article","created":{"date-parts":[[2024,2,20]],"date-time":"2024-02-20T19:02:47Z","timestamp":1708455767000},"page":"2169-2181","source":"Crossref","is-referenced-by-count":47,"title":["MuralDiff: Diffusion for Ancient Murals Restoration on Large-Scale Pre-Training"],"prefix":"10.1109","volume":"8","author":[{"ORCID":"https:\/\/orcid.org\/0009-0004-5671-216X","authenticated-orcid":false,"given":"Zishan","family":"Xu","sequence":"first","affiliation":[{"name":"School of Computer Science and Technology, China University of Mining and Technology, Xuzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xiaofeng","family":"Zhang","sequence":"additional","affiliation":[{"name":"School of Electrical Engineering and Electronic Information, Shanghai Jiao Tong University, Shanghai, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7663-278X","authenticated-orcid":false,"given":"Wei","family":"Chen","sequence":"additional","affiliation":[{"name":"School of Computer Science and Technology, China University of Mining and Technology, Xuzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jueting","family":"Liu","sequence":"additional","affiliation":[{"name":"School of Computer Science and Technology, China University of Mining and Technology, Xuzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tingting","family":"Xu","sequence":"additional","affiliation":[{"name":"School of Computer Science and Technology, China University of Mining and Technology, Xuzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9040-847X","authenticated-orcid":false,"given":"Zehua","family":"Wang","sequence":"additional","affiliation":[{"name":"School of Computer Science and Technology, China University of Mining and Technology, Xuzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"issue":"6","key":"ref1","first-page":"113","article-title":"Investigation and disease classification of the mogao grottoes of dunhuang","volume":"1","year":"2005","journal-title":"Dunhuang Res."},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/344779.344972"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2004.833105"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1137\/S0036139900368844"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.278"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/3072959.3073659"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01252-6_6"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.434"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00158"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ICCVW.2019.00408"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-19784-0_18"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-19787-1_38"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00153"},{"key":"ref14","article-title":"Large scale image completion via co-modulated generative adversarial networks","volume-title":"Int. Conf. Learn. Representations","author":"Zhao","year":"2021"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TETCI.2023.3263200"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TETCI.2021.3075723"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TETCI.2020.2991774"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TETCI.2023.3272003"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TETCI.2021.3100646"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TETCI.2022.3165935"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TETCI.2020.2968599"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TETCI.2022.3201619"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TETCI.2021.3097734"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TETCI.2022.3193373"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2020.3019705"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1142\/S0218001422540143"},{"key":"ref27","article-title":"SpA-Former: Transformer image shadow detection and removal via spatial attention","author":"Zhang","year":"2022"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.3390\/rs15010039"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1002\/int.22566"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/JSEN.2022.3197235"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01063"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00465"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr52688.2022.00191"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01049"},{"issue":"3","key":"ref35","first-page":"310","article-title":"Digital protection and restoration of dunhuang mural","volume":"15","author":"Pan","year":"2003","journal-title":"J. Syst. Simul."},{"issue":"11","key":"ref36","article-title":"Tang dynasty tomb murals inpainting algorithm of MCA decomposition","volume":"11","author":"Shen","year":"2017","journal-title":"J. Front. Comput. Sci. Technol."},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.3788\/lop57.201020"},{"issue":"08","key":"ref38","first-page":"2495","article-title":"Research on disease extraction and inpainting algorithm of digital grotto murals","volume":"38","author":"Zhang","year":"2021","journal-title":"Appl. Res. Comput."},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-022-14108-z"},{"issue":"5","key":"ref40","first-page":"787","article-title":"Inpainting algorithm for dunhuang mural based on improved curvature-driven diffusion model","volume":"32","author":"Wang","year":"2020","journal-title":"J. Comput.-Aided Des. Comput. Graph."},{"issue":"2","key":"ref41","first-page":"284","article-title":"Dunhuang mural inpainting in intricate disrepaired region based on improvement of priority algorithm","volume":"23","author":"Yang","year":"2011","journal-title":"J. Comput.-Aided Des. Comput. Graph."},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.3724\/SP.J.1089.2019.17102"},{"issue":"7","key":"ref43","article-title":"Research on inpainting algorithm of digital murals based on enhanced structural information","volume":"34","author":"Zhang","year":"2022","journal-title":"J. System Simul."},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.3390\/su142113800"},{"issue":"7","key":"ref45","article-title":"Murals inpainting based on generalized regression neural network","volume":"34","author":"Ren","year":"2022","journal-title":"Comput. Sci. Eng."},{"issue":"6","key":"ref46","first-page":"217","article-title":"Digital mural inpainting method based on feature perception","volume":"49","author":"Xu","year":"2022","journal-title":"Comput. Sci."},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2021.3064268"},{"key":"ref48","article-title":"Line drawing guided progressive inpainting of mural damages","author":"Li","year":"2022"},{"key":"ref49","first-page":"6840","article-title":"Denoising diffusion probabilistic models","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"33","author":"Ho","year":"2020"},{"key":"ref50","article-title":"Denoising diffusion restoration models","author":"Kawar","year":"2022"},{"key":"ref51","article-title":"Lossy compression with gaussian diffusion","author":"Theis","year":"2022"},{"key":"ref52","volume-title":"Numerical Recipes 3rd Edition: The Art of Scientific Computing","author":"Press","year":"2007"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01117"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01042"},{"key":"ref55","article-title":"Zero-shot image restoration using denoising diffusion null-space model","author":"Wang","year":"2022"},{"key":"ref56","article-title":"Missformer: An effective medical image segmentation transformer","author":"Huang","year":"2021"},{"key":"ref57","article-title":"Enhancing medical image segmentation with TransCeption: A multi-scale feature fusion approach","author":"Azad","year":"2023"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.00371"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00282"}],"container-title":["IEEE Transactions on Emerging Topics in Computational Intelligence"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7433297\/10538459\/10440368.pdf?arnumber=10440368","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,11,26]],"date-time":"2024-11-26T18:57:00Z","timestamp":1732647420000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10440368\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,6]]},"references-count":59,"journal-issue":{"issue":"3"},"URL":"https:\/\/doi.org\/10.1109\/tetci.2024.3359038","relation":{},"ISSN":["2471-285X"],"issn-type":[{"value":"2471-285X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,6]]}}}