{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,31]],"date-time":"2026-03-31T21:08:26Z","timestamp":1774991306282,"version":"3.50.1"},"reference-count":45,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2026,4,1]],"date-time":"2026-04-01T00:00:00Z","timestamp":1775001600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2026,4,1]],"date-time":"2026-04-01T00:00:00Z","timestamp":1775001600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,4,1]],"date-time":"2026-04-01T00:00:00Z","timestamp":1775001600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"ACCESS-AI Chip Center for Emerging Smart Systems, sponsored by the InnoHK initiative of the Innovation and Technology Commission of the Hong Kong Special Administrative Region Government."}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Circuits Syst. I"],"published-print":{"date-parts":[[2026,4]]},"DOI":"10.1109\/tcsi.2025.3627640","type":"journal-article","created":{"date-parts":[[2025,12,15]],"date-time":"2025-12-15T18:41:12Z","timestamp":1765824072000},"page":"2647-2658","source":"Crossref","is-referenced-by-count":0,"title":["An Adaptive Depth Processing System Based on Foundation Transformers and Time-of-Flight Fusion"],"prefix":"10.1109","volume":"73","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-7937-4088","authenticated-orcid":false,"given":"Annan","family":"Xiong","sequence":"first","affiliation":[{"name":"Department of Electronic and Computer Engineering, The Hong Kong University of Science and Technology, Kowloon, Hong Kong"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3975-286X","authenticated-orcid":false,"given":"Pingcheng","family":"Dong","sequence":"additional","affiliation":[{"name":"Department of Electronic and Computer Engineering, The Hong Kong University of Science and Technology, Kowloon, Hong Kong"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5372-5863","authenticated-orcid":false,"given":"Yonghao","family":"Tan","sequence":"additional","affiliation":[{"name":"Department of Electronic and Computer Engineering, The Hong Kong University of Science and Technology, Kowloon, Hong Kong"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0009-4673-7060","authenticated-orcid":false,"given":"Yuzhong","family":"Jiao","sequence":"additional","affiliation":[{"name":"AI Chip Center for Emerging Smart Systems (ACCESS), InnoHK, Hong Kong, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xuejiao","family":"Liu","sequence":"additional","affiliation":[{"name":"AI Chip Center for Emerging Smart Systems (ACCESS), InnoHK, Hong Kong, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0006-2353-4680","authenticated-orcid":false,"given":"Man","family":"To Yung","sequence":"additional","affiliation":[{"name":"AI Chip Center for Emerging Smart Systems (ACCESS), InnoHK, Hong Kong, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ann","family":"Li","sequence":"additional","affiliation":[{"name":"AI Chip Center for Emerging Smart Systems (ACCESS), InnoHK, Hong Kong, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0005-0256-9545","authenticated-orcid":false,"given":"Peng","family":"Luo","sequence":"additional","affiliation":[{"name":"AI Chip Center for Emerging Smart Systems (ACCESS), InnoHK, Hong Kong, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0001-4190-006X","authenticated-orcid":false,"given":"Luhong","family":"Liang","sequence":"additional","affiliation":[{"name":"AI Chip Center for Emerging Smart Systems (ACCESS), InnoHK, Hong Kong, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3525-0221","authenticated-orcid":false,"given":"Jie","family":"Yuan","sequence":"additional","affiliation":[{"name":"Department of Electronic and Computer Engineering, The Hong Kong University of Science and Technology, Kowloon, Hong Kong"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5104-7410","authenticated-orcid":false,"given":"Mansun","family":"Chan","sequence":"additional","affiliation":[{"name":"Department of Electronic and Computer Engineering, The Hong Kong University of Science and Technology, Kowloon, Hong Kong"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/ISSCC42613.2021.9365854"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.52202\/079017-0688"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52734.2025.00495"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00668"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/MM.2023.3255502"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/A-SSCC56115.2022.9980829"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00075"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TCSII.2023.3337369"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TCSI.2024.3367186"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/JSEN.2022.3156085"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.01009"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ISSCC42614.2022.9731699"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/1186822.1073232"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2008.132"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2014.2316835"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7299152"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46484-8_45"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.594"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00214"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00575"},{"key":"ref21","article-title":"A large RGB-D dataset for semi-supervised monocular depth estimation","author":"Cho","year":"2019","journal-title":"arXiv:1904.10230"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00465"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00907"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2020.3019967"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.00987"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.00907"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01042"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1117\/1.3159869"},{"key":"ref29","article-title":"libfreenect2: Release 0.2","author":"Xiang","year":"2016"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46493-0_11"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/MMSP.2013.6659254"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.01217"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2022.3214077"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1145\/3130800.3130884"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01249-6_10"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00573"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01246-5_23"},{"key":"ref38","first-page":"1","article-title":"A 1.2 Mp indirect-ToF sensor with on-chip ISP for low-power and self-optimization","volume-title":"Proc. Int. Image Sens. Workshop (IISW)","author":"Shin"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.23919\/vlsitechnologyandcir57934.2023.10185418"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2024.3468344"},{"key":"ref41","article-title":"DINOv2: Learning robust visual features without supervision","author":"Oquab","year":"2023","journal-title":"arXiv:2304.07193"},{"key":"ref42","first-page":"1","article-title":"Learned step size quantization","volume-title":"Proc. Int. Conf. Learn. Represent. (ICLR)","author":"Esser"},{"key":"ref43","article-title":"Estimating or propagating gradients through stochastic neurons for conditional computation","author":"Bengio","year":"2013","journal-title":"arXiv:1308.3432"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/ISSCC49661.2025.10904499"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.5244\/C.35.201"}],"container-title":["IEEE Transactions on Circuits and Systems I: Regular Papers"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/8919\/11458063\/11300285.pdf?arnumber=11300285","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,31]],"date-time":"2026-03-31T19:54:36Z","timestamp":1774986876000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11300285\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,4]]},"references-count":45,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/tcsi.2025.3627640","relation":{},"ISSN":["1549-8328","1558-0806"],"issn-type":[{"value":"1549-8328","type":"print"},{"value":"1558-0806","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,4]]}}}