{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,30]],"date-time":"2026-06-30T05:45:19Z","timestamp":1782798319735,"version":"3.54.5"},"reference-count":34,"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:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"},{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"am","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"name":"U.S. National Science Foundation NSF","award":["2404740"],"award-info":[{"award-number":["2404740"]}]},{"DOI":"10.13039\/100000104","name":"NASA","doi-asserted-by":"publisher","award":["80NSSC25K7395"],"award-info":[{"award-number":["80NSSC25K7395"]}],"id":[{"id":"10.13039\/100000104","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Comput. Imaging"],"published-print":{"date-parts":[[2026]]},"DOI":"10.1109\/tci.2026.3703208","type":"journal-article","created":{"date-parts":[[2026,6,12]],"date-time":"2026-06-12T19:44:15Z","timestamp":1781293455000},"page":"1116-1131","source":"Crossref","is-referenced-by-count":0,"title":["Diffusion-Based Joint Recovery, Denoising, and Super-Resolution of Compressed-Sensing Satellite LiDAR Data"],"prefix":"10.1109","volume":"12","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-9215-5426","authenticated-orcid":false,"given":"Andres","family":"Ramirez-Jaime","sequence":"first","affiliation":[{"name":"Department of Electrical and Computer Engineering, University of Delaware, Newark, DE, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0002-4369-384X","authenticated-orcid":false,"given":"Nestor","family":"Porras-Diaz","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, University of Delaware, Newark, DE, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0007-9898-2688","authenticated-orcid":false,"given":"Mark","family":"Stephen","sequence":"additional","affiliation":[{"name":"NASA&#x2019;s Goddard Space Flight Center (GSFC), University of Maryland, Baltimore County (UMBC), College Park, MD, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Guangning","family":"Yang","sequence":"additional","affiliation":[{"name":"NASA&#x2019;s Goddard Space Flight Center (GSFC), College Park, MD, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7163-7111","authenticated-orcid":false,"given":"Gonzalo R.","family":"Arce","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, University of Delaware, Newark, DE, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1201\/9781315154381-5"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.3390\/rs8121039"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.3390\/rs5084045"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2019.111262"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1029\/2018EA000506"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1002\/ece3.4075"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2013.2276947"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2017.09.007"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.3390\/ijgi7050161"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2024.3356389"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/IGARSS53475.2024.10641449"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.3390\/rs17071215"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2024.3401614"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/IGARSS46834.2022.9884418"},{"key":"ref15","first-page":"C028","article-title":"Casals: A LiDAR and spectrometry smallsat for a future polar altimeter mission","volume-title":"Proc. AGU Fall Meeting Abstr.","volume":"2020","author":"Harding","year":"2020"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2025.3543670"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/IGARSS53475.2024.10641698"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/CISA60639.2024.10576270"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1081\/e-eoe2-120009751"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1364\/OE.383456"},{"key":"ref21","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4419-9634-3","volume-title":"Probability for Statist. and Mach. Learn.: Fundamentals and Adv. Top.","author":"DasGupta","year":"2011"},{"key":"ref22","first-page":"6840","article-title":"Denoising diffusion probabilistic models","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"33","author":"Ho","year":"2020"},{"key":"ref23","article-title":"Score-based generative modeling through stochastic differential equations","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Song","year":"2021"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.52202\/068431-1926"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1198\/jasa.2011.tm11181"},{"key":"ref26","article-title":"Diffusion posterior sampling for general noisy inverse problems","author":"Chung","year":"2023"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TCI.2016.2629286"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2007.901238"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2012.2227726"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2024.3378466"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2012.2214050"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/NCC.2015.7084843"},{"key":"ref33","first-page":"424","article-title":"3D U-Net: Learning dense volumetric segmentation from sparse annotation","volume-title":"Proc. Int. Conf. Med. Image Comput. Comput.- Assist. Intervention","author":"iek","year":"2016"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/ICCVW54120.2021.00210"}],"container-title":["IEEE Transactions on Computational Imaging"],"original-title":[],"link":[{"URL":"https:\/\/ieeexplore.ieee.org\/ielam\/6745852\/11302051\/11561097-aam.pdf","content-type":"application\/pdf","content-version":"am","intended-application":"syndication"},{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6745852\/11302051\/11561097.pdf?arnumber=11561097","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,6,30]],"date-time":"2026-06-30T05:22:02Z","timestamp":1782796922000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11561097\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026]]},"references-count":34,"URL":"https:\/\/doi.org\/10.1109\/tci.2026.3703208","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]]}}}