{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,18]],"date-time":"2025-12-18T10:27:24Z","timestamp":1766053644113,"version":"3.48.0"},"reference-count":61,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100012166","name":"National Key Research and Development Program of China","doi-asserted-by":"publisher","award":["2022YFB3903700"],"award-info":[{"award-number":["2022YFB3903700"]}],"id":[{"id":"10.13039\/501100012166","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["42271439"],"award-info":[{"award-number":["42271439"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Hong Kong Research Grants Council","award":["SRFS2324-4H02"],"award-info":[{"award-number":["SRFS2324-4H02"]}]},{"name":"Hong Kong Research Grants Council","award":["GRF 14616323"],"award-info":[{"award-number":["GRF 14616323"]}]},{"name":"Hong Kong Research Grants Council","award":["GRF 17617024"],"award-info":[{"award-number":["GRF 17617024"]}]},{"name":"Hong Kong Research Grants Council","award":["TRS T22-606\/23-R"],"award-info":[{"award-number":["TRS T22-606\/23-R"]}]},{"name":"Hong Kong Research Grants Council","award":["TRS T22-607-24N"],"award-info":[{"award-number":["TRS T22-607-24N"]}]},{"name":"Guangdong-Hong Kong-Macau Joint Laboratory for Smart Cities"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. on Image Process."],"published-print":{"date-parts":[[2025]]},"DOI":"10.1109\/tip.2025.3638151","type":"journal-article","created":{"date-parts":[[2025,12,5]],"date-time":"2025-12-05T18:41:09Z","timestamp":1764960069000},"page":"8072-8085","source":"Crossref","is-referenced-by-count":0,"title":["URDM: Hyperspectral Unmixing Regularized by Diffusion Models"],"prefix":"10.1109","volume":"34","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3258-8358","authenticated-orcid":false,"given":"Min","family":"Zhao","sequence":"first","affiliation":[{"name":"Department of Geography, The University of Hong Kong, Hong Kong, SAR, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0007-0253-729X","authenticated-orcid":false,"given":"Linruize","family":"Tang","sequence":"additional","affiliation":[{"name":"School of Artificial Intelligence and the School of Marine Science and Technology, Northwestern Polytechnical University, Xi&#x2019;an, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2306-8860","authenticated-orcid":false,"given":"Jie","family":"Chen","sequence":"additional","affiliation":[{"name":"School of Artificial Intelligence and the School of Marine Science and Technology, Northwestern Polytechnical University, Xi&#x2019;an, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5063-3522","authenticated-orcid":false,"given":"Bo","family":"Huang","sequence":"additional","affiliation":[{"name":"Department of Geography, The University of Hong Kong, Hong Kong, SAR, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2007.07.028"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/79.974718"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.jspr.2015.01.006"},{"issue":"5","key":"ref4","first-page":"1334","article-title":"Application of airborne hyperspectral imaging technology to the ecological environment protection of jiangsu, Anhui and Zhejiang provinces at Yangtze river economic belt","volume":"48","author":"Xiu","year":"2021","journal-title":"Geol. China"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/IGARSS.2018.8519085"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2012.2194696"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2013.2279731"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2005.844293"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2015.2417162"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2012.2191590"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2015.7178248"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2019.2893068"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2017.2651063"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2023.3256481"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.3390\/rs9121224"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2020.3030233"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2021.3086631"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2022.3177636"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2020.2978342"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2020.2992743"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2021.3064958"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2023.3237556"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2021.3067802"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2021.3114203"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2022.3150970"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2022.3168712"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2022.3196057"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2024.3352073"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2023.3321839"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2023.3310155"},{"key":"ref31","article-title":"Recent advances in diffusion models for hyperspectral image processing and analysis: A review","author":"Hu","year":"2025","journal-title":"arXiv:2505.11158"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2024.3408475"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW67362.2025.00286"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2024.3425517"},{"key":"ref35","article-title":"Hyperspectral image generation with unmixing guided diffusion model","author":"Shen","year":"2025","journal-title":"arXiv:2506.02601"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.02628"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2022.3208987"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2020.3047479"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.3390\/rs12244117"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2023.3292453"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2023.3241249"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2024.3377472"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2023.3301769"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.02385"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW59228.2023.00129"},{"key":"ref46","first-page":"1","article-title":"Plug-and-play image restoration with stochastic denoising regularization","volume-title":"Proc. 41st Int. Conf. Mach. Learn.","author":"Renaud"},{"key":"ref47","first-page":"1","article-title":"Regularization by denoising diffusion process for MRI reconstruction","volume-title":"Proc. NeurIPS Workshop Deep Learn. Inverse Problems","author":"Ozturkler"},{"key":"ref48","first-page":"1","article-title":"A variational perspective on solving inverse problems with diffusion models","volume-title":"Proc. Intern. Conf. Learn. Represent.","author":"Mardani"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2024.3388167"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.00742"},{"key":"ref51","first-page":"1415","article-title":"Maximum likelihood training of score-based diffusion models","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Song"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2014.2314022"},{"key":"ref53","article-title":"Projection onto the probability simplex: An efficient algorithm with a simple proof, and an application","author":"Wang","year":"2013","journal-title":"arXiv:1309.1541"},{"key":"ref54","first-page":"1","article-title":"Adam: A method for stochastic optimization","volume-title":"Proc. ICLR","author":"Kingma"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2018.2878394"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2017.2662206"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2021.3136336"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2023.3324018"},{"key":"ref59","first-page":"8780","article-title":"Diffusion models beat GANs on image synthesis","volume-title":"Proc. NIPS","volume":"34","author":"Dhariwal"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.2206.118922022"},{"key":"ref61","first-page":"1","article-title":"Denoising diffusion implicit models","volume-title":"Proc. Int. Conf. Learn. Represent. (ICLR)","author":"Song"}],"container-title":["IEEE Transactions on Image Processing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/83\/10795784\/11281538.pdf?arnumber=11281538","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,12,18]],"date-time":"2025-12-18T10:24:07Z","timestamp":1766053447000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11281538\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"references-count":61,"URL":"https:\/\/doi.org\/10.1109\/tip.2025.3638151","relation":{},"ISSN":["1057-7149","1941-0042"],"issn-type":[{"type":"print","value":"1057-7149"},{"type":"electronic","value":"1941-0042"}],"subject":[],"published":{"date-parts":[[2025]]}}}