{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,31]],"date-time":"2026-03-31T06:35:53Z","timestamp":1774938953954,"version":"3.50.1"},"reference-count":62,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"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":["U25A20402"],"award-info":[{"award-number":["U25A20402"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"National Key R&D Program of China","award":["2023YFF0615800"],"award-info":[{"award-number":["2023YFF0615800"]}]},{"name":"Science and Technology Funding of Sichuan Province","award":["2024ZHCG0191"],"award-info":[{"award-number":["2024ZHCG0191"]}]},{"name":"Science and Technology Funding of Sichuan Province","award":["2026YFHZ0220"],"award-info":[{"award-number":["2026YFHZ0220"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Comput. Imaging"],"published-print":{"date-parts":[[2026]]},"DOI":"10.1109\/tci.2026.3675456","type":"journal-article","created":{"date-parts":[[2026,3,18]],"date-time":"2026-03-18T19:40:49Z","timestamp":1773862849000},"page":"689-701","source":"Crossref","is-referenced-by-count":0,"title":["Physics-Consistent Imaging Inverse Problem Solving Framework for Heterogeneous Systems via Latent Space Optimization"],"prefix":"10.1109","volume":"12","author":[{"given":"Linjun","family":"He","sequence":"first","affiliation":[{"name":"School of Computer Science, Sichuan University, Chengdu, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0007-8514-2698","authenticated-orcid":false,"given":"Zeyu","family":"Chen","sequence":"additional","affiliation":[{"name":"School of Computer Science, Sichuan University, Chengdu, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhicheng","family":"Yu","sequence":"additional","affiliation":[{"name":"School of Computer Science, Sichuan University, Chengdu, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4578-6073","authenticated-orcid":false,"given":"Zhi","family":"Li","sequence":"additional","affiliation":[{"name":"School of Computer Science, Sichuan University, Chengdu, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8223-1173","authenticated-orcid":false,"given":"Yiguang","family":"Liu","sequence":"additional","affiliation":[{"name":"School of Computer Science, Sichuan University, Chengdu, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","article-title":"A survey on diffusion models for inverse problems","author":"Daras","year":"2024"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1364\/OPTICA.6.000921"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TCI.2016.2629286"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1038\/s41377-019-0191-5"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.3390\/s22197620"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-022-27012-1"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TCI.2020.3046472"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00347"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.02443"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.02068"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.02454"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TCI.2020.2964247"},{"key":"ref13","first-page":"9446","article-title":"Deep image prior","volume-title":"Proc. IEEE Conf. Comput. Vis. Pattern Recognit.","author":"Ulyanov"},{"key":"ref14","first-page":"537","article-title":"Compressed sensing using generative models","volume-title":"Proc. 34th Int. Conf. Mach. Learn.","volume":"70","author":"Bora"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TCI.2025.3527880"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/icassp43922.2022.9747632"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TCI.2021.3049648"},{"key":"ref18","first-page":"20625","article-title":"Improved StyleGAN2-based inversion for out-of-distribution image reconstruction","volume-title":"Proc. 39th Int. Conf. Mach. Learn.","author":"Subramanyam"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.34133\/adi.0117"},{"key":"ref20","article-title":"DMPlug: A plug-in method for solving inverse problems with diffusion models","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Wang"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/JEDS.2014.2306412"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1364\/OPTICA.4.001437"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1038\/nature25489"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1364\/OE.23.004856"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TCI.2023.3282041"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TCI.2022.3174803"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-020-19727-4"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01698"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00196"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TCI.2017.2706028"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1364\/JOSAA.13.000470"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.00971"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/WACV57701.2024.00523"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2023.110068"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.52202\/079017-2772"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00251"},{"key":"ref37","article-title":"Reducing the representation error of GAN image priors using the deep decoder","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Daniels"},{"key":"ref38","article-title":"Solving inverse problems in medical imaging with score-based generative models","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Song"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-020-01310-5"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.02135"},{"key":"ref41","first-page":"24084","article-title":"ScoreGuided intermediate layer optimization: Fast langevin mixing for inverse problems","volume-title":"Proc. 39th Int. Conf. Mach. Learn. (ICML)","volume":"162","author":"Daras","year":"2022"},{"key":"ref42","first-page":"2421","article-title":"Intermediate layer optimization for inverse problems using deep generative models","volume-title":"Proc. 38th Int. Conf. Mach. Learn.","author":"Daras"},{"key":"ref43","first-page":"5367","article-title":"Prior imageconstrained reconstruction using StyleBased generative models","volume-title":"Proc. 38th Int. Conf. Mach. Learn.","volume":"139","author":"Kelkar"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52734.2025.02635"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1364\/OE.451656"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1364\/OE.533458"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2004.1315065"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-023-38893-9"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2008.2001399"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00453"},{"key":"ref51","first-page":"12104","article-title":"Training generative adversarial networks with limited data","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Karras"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1145\/3544777"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00068"},{"key":"ref54","first-page":"6626","article-title":"GANs trained by a two time-scale update rule converge to a local nash equilibrium","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Heusel","year":"2017"},{"key":"ref55","article-title":"LSUN: Construction of a large-scale image dataset using deep learning with humans in the loop","author":"Yu","year":"2015"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.01368"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2021.3115428"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1137\/16M1102884"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1063\/5.0205180"},{"key":"ref60","article-title":"Diffusion posterior sampling for general noisy inverse problems","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Chung"},{"key":"ref61","article-title":"Zero-shot image restoration using denoising diffusion null-space model","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Wang"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2007.901238"}],"container-title":["IEEE Transactions on Computational Imaging"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6745852\/11302051\/11441446.pdf?arnumber=11441446","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,31]],"date-time":"2026-03-31T05:08:10Z","timestamp":1774933690000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11441446\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026]]},"references-count":62,"URL":"https:\/\/doi.org\/10.1109\/tci.2026.3675456","relation":{},"ISSN":["2333-9403","2334-0118","2573-0436"],"issn-type":[{"value":"2333-9403","type":"electronic"},{"value":"2334-0118","type":"electronic"},{"value":"2573-0436","type":"print"}],"subject":[],"published":{"date-parts":[[2026]]}}}