{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,19]],"date-time":"2026-05-19T14:59:03Z","timestamp":1779202743435,"version":"3.51.4"},"reference-count":56,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"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":["62101455"],"award-info":[{"award-number":["62101455"]}],"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":["62201343"],"award-info":[{"award-number":["62201343"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"publisher","award":["G2022WD01007"],"award-info":[{"award-number":["G2022WD01007"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100017596","name":"Natural Science Basic Research Program of Shaanxi Province","doi-asserted-by":"publisher","award":["2021JQ126"],"award-info":[{"award-number":["2021JQ126"]}],"id":[{"id":"10.13039\/501100017596","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100017596","name":"Natural Science Basic Research Program of Shaanxi Province","doi-asserted-by":"publisher","award":["2021JQ099"],"award-info":[{"award-number":["2021JQ099"]}],"id":[{"id":"10.13039\/501100017596","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Basic Research Programs of Taicang","award":["TC2022JC19"],"award-info":[{"award-number":["TC2022JC19"]}]},{"name":"Double First-Class Construction Foundation of China","award":["22GH010616"],"award-info":[{"award-number":["22GH010616"]}]},{"name":"Double First-Class Construction Foundation of China","award":["WH220503031"],"award-info":[{"award-number":["WH220503031"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Comput. Imaging"],"published-print":{"date-parts":[[2023]]},"DOI":"10.1109\/tci.2023.3244396","type":"journal-article","created":{"date-parts":[[2023,2,22]],"date-time":"2023-02-22T18:33:50Z","timestamp":1677090830000},"page":"133-146","source":"Crossref","is-referenced-by-count":67,"title":["From Patch to Pixel: A Transformer-Based Hierarchical Framework for Compressive Image Sensing"],"prefix":"10.1109","volume":"9","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4853-5077","authenticated-orcid":false,"given":"Hongping","family":"Gan","sequence":"first","affiliation":[{"name":"School of Software, Northwestern Polytechnical University (NPU), Taicang, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7011-7253","authenticated-orcid":false,"given":"Minghe","family":"Shen","sequence":"additional","affiliation":[{"name":"School of Software, Northwestern Polytechnical University (NPU), Taicang, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0660-7826","authenticated-orcid":false,"given":"Yi","family":"Hua","sequence":"additional","affiliation":[{"name":"School of Aeronautics, Northwestern Polytechnical University, Xi'an, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7549-7926","authenticated-orcid":false,"given":"Chunyan","family":"Ma","sequence":"additional","affiliation":[{"name":"School of Software, Northwestern Polytechnical University (NPU), Taicang, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7192-5153","authenticated-orcid":false,"given":"Tao","family":"Zhang","sequence":"additional","affiliation":[{"name":"Shanghai Key Laboratory of Intelligent Sensing and Recognition, Shanghai Jiao Tong University, Shanghai, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511794308"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2005.862083"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.cnsns.2018.12.012"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TCI.2020.3000010"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2022.3216532"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TCI.2019.2956885"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2019.2953993"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TCI.2017.2671398"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TCI.2016.2542002"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2018.2873587"},{"key":"ref11","volume-title":"An Efficient Algorithm for Total Variation Regularization with Applications to the Single Pixel Camera and Compressive Sensing","author":"Li","year":"2010"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1137\/080716542"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1561\/9781601984616"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2018.2886310"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2021.3078329"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/tcyb.2021.3127657"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ICDSP.2007.4288604"},{"key":"ref18","first-page":"564","article-title":"Multiscale block compressed sensing with smoothed projected Landweber reconstruction","volume-title":"Proc. IEEE 19th Eur. Signal Process. Conf.","author":"Fowler","year":"2011"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2014.2323127"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TCI.2020.2983153"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TCI.2020.3034433"},{"key":"ref22","first-page":"1770","article-title":"Learned D-AMP: Principled neural network based compressive image recovery","volume-title":"Proc. Int. Conf. Neural Inf. Process. Syst.","author":"Metzler","year":"2017"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00196"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2020.3044472"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.55"},{"key":"ref26","first-page":"6850","article-title":"Deep compressed sensing","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Wu","year":"2019"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2019.2928136"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2021.mrl-1.1"},{"key":"ref30","article-title":"A survey on visual transformer","author":"Han","year":"2020"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-19790-1_41"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/ICCVW54120.2021.00210"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2022.3176486"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/tip.2023.3274988"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/ALLERTON.2015.7447163"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2018.04.084"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2019.05.006"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2018.2883941"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2020.2977507"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2021.3088611"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TCI.2019.2948732"},{"key":"ref42","first-page":"4171","article-title":"BERT: Pre-training of deep bidirectional transformers for language understanding","author":"Devlin","year":"2019"},{"key":"ref43","first-page":"1691","article-title":"Generative pretraining from pixels","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Chen","year":"2020"},{"key":"ref44","article-title":"An image is worth 16x16 words: Transformers for image recognition at scale","author":"Dosovitskiy","year":"2021"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00986"},{"key":"ref46","article-title":"Degradation-aware unfolding half-shuffle transformer for spectral compressive imaging","author":"Cai","year":"2022"},{"issue":"20","key":"ref47","first-page":"23016","article-title":"Color demosaicking by local directional interpolation and nonlocal adaptive thresholding","volume":"20","author":"Zhang","year":"2011","journal-title":"J. Electron. Imag."},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2006.881959"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46475-6_25"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00070"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2001.937655"},{"key":"ref52","first-page":"1097","article-title":"ImageNet classification with deep convolutional neural networks","volume-title":"Proc. Int. Conf. Neural Inf. Process. Syst.","author":"Krizhevsky","year":"2012"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2010.161"},{"key":"ref54","first-page":"1","article-title":"Adam: A method for stochastic optimization","volume-title":"Proc. Int. Conf. Learn. Representation","author":"Kingma","year":"2015"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2020.3023629"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1142\/S0218127419501219"}],"container-title":["IEEE Transactions on Computational Imaging"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6745852\/10038323\/10049603.pdf?arnumber=10049603","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,2,13]],"date-time":"2024-02-13T15:19:49Z","timestamp":1707837589000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10049603\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023]]},"references-count":56,"URL":"https:\/\/doi.org\/10.1109\/tci.2023.3244396","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":[[2023]]}}}