{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,11]],"date-time":"2025-10-11T07:47:41Z","timestamp":1760168861197,"version":"3.37.3"},"reference-count":22,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2016,10,3]],"date-time":"2016-10-03T00:00:00Z","timestamp":1475452800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61540046"],"award-info":[{"award-number":["61540046"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100013314","name":"\u201c111\u201d project","doi-asserted-by":"crossref","award":["B08038"],"award-info":[{"award-number":["B08038"]}],"id":[{"id":"10.13039\/501100013314","id-type":"DOI","asserted-by":"crossref"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Circuits Syst Signal Process"],"published-print":{"date-parts":[[2017,4]]},"DOI":"10.1007\/s00034-016-0432-2","type":"journal-article","created":{"date-parts":[[2016,10,3]],"date-time":"2016-10-03T11:17:20Z","timestamp":1475493440000},"page":"1621-1638","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":15,"title":["Compressive Sensing Image Reconstruction Based on Multiple Regulation Constraints"],"prefix":"10.1007","volume":"36","author":[{"given":"Jian","family":"Chen","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yatian","family":"Gao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Caihong","family":"Ma","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yonghong","family":"Kuo","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2016,10,3]]},"reference":[{"issue":"3","key":"432_CR1","doi-asserted-by":"crossref","first-page":"265","DOI":"10.1016\/j.acha.2009.04.002","volume":"27","author":"T Blumensath","year":"2009","unstructured":"T. Blumensath, M.E. Davies, Iterative hard thresholding for compressed sensing. Appl. Comput. Harmon. Anal. 27(3), 265\u2013274 (2009)","journal-title":"Appl. Comput. Harmon. Anal."},{"issue":"9\u201310","key":"432_CR2","doi-asserted-by":"crossref","first-page":"589","DOI":"10.1016\/j.crma.2008.03.014","volume":"346","author":"EJ Cand\u00e8s","year":"2008","unstructured":"E.J. Cand\u00e8s, The restricted isometry property and its implications for compressed sensing. C. R. Math. 346(9\u201310), 589\u2013592 (2008)","journal-title":"C. R. Math."},{"issue":"2","key":"432_CR3","doi-asserted-by":"crossref","first-page":"489","DOI":"10.1109\/TIT.2005.862083","volume":"52","author":"EJ Cand\u00e8s","year":"2006","unstructured":"E.J. Cand\u00e8s, J. Romberg, T. Tao, Robust uncertainty principle: exact signal reconstruction from highly incomplete frequency information. IEEE Trans. Inf. Theory 52(2), 489\u2013509 (2006)","journal-title":"IEEE Trans. Inf. Theory"},{"issue":"5","key":"432_CR4","doi-asserted-by":"crossref","first-page":"877","DOI":"10.1007\/s00041-008-9045-x","volume":"14","author":"EJ Cand\u00e8s","year":"2008","unstructured":"E.J. Cand\u00e8s, M.B. Wakin, S.P. Boyd, Enhancing sparsity by reweighted L1 minimization. J. Fourier Anal. Appl. 14(5), 877\u2013905 (2008)","journal-title":"J. Fourier Anal. Appl."},{"key":"432_CR5","doi-asserted-by":"crossref","unstructured":"C. Chen, E.W. Tramel, J.E. Fowler, Compressed sensing recovery of images and video using multihypothesis predictions, in 45th Asilomar Conference on Signals, Systems and Computers, Pacific Grove, CA (2011), pp. 1193\u20131198","DOI":"10.1109\/ACSSC.2011.6190204"},{"issue":"1","key":"432_CR6","doi-asserted-by":"crossref","first-page":"33","DOI":"10.1137\/S1064827596304010","volume":"20","author":"SS Chen","year":"1998","unstructured":"S.S. Chen, D.L. Donoho, M.A. Saunders, Atomic decomposition by basis pursuit. SIAM J. Sci. Comput. 20(1), 33\u201361 (1998)","journal-title":"SIAM J. Sci. Comput."},{"key":"432_CR7","doi-asserted-by":"crossref","unstructured":"T.T. Do, T.D. Tran, L. Gan, Fast compressive sampling with structurally random matrices, in IEEE International Conference on Acoustics, Speech and Signal Processing, Las Vegas, NV (2008), pp. 3369\u20133372","DOI":"10.1109\/ICASSP.2008.4518373"},{"issue":"4","key":"432_CR8","doi-asserted-by":"crossref","first-page":"1289","DOI":"10.1109\/TIT.2006.871582","volume":"52","author":"DL Donoho","year":"2006","unstructured":"D.L. Donoho, Compressed sensing. IEEE Trans. Inf. Theory 52(4), 1289\u20131306 (2006)","journal-title":"IEEE Trans. Inf. Theory"},{"issue":"4","key":"432_CR9","first-page":"586","volume":"1","author":"MAT Figueiredo","year":"2007","unstructured":"M.A.T. Figueiredo, R.D. Nowak, S.J. Wright, Gradient projection for sparse reconstruction: application to compressed sensing and other inverse problems. IEEE J. Sel. Area Commun. 1(4), 586\u2013597 (2007)","journal-title":"IEEE J. Sel. Area Commun."},{"issue":"9","key":"432_CR10","doi-asserted-by":"crossref","first-page":"3488","DOI":"10.1109\/TSP.2009.2022003","volume":"57","author":"L He","year":"2009","unstructured":"L. He, L. Carin, Exploiting structure in wavelet-based Bayesian compressive sensing. IEEE Trans. Signal Process. 57(9), 3488\u20133497 (2009)","journal-title":"IEEE Trans. Signal Process."},{"issue":"3","key":"432_CR11","doi-asserted-by":"crossref","first-page":"233","DOI":"10.1109\/LSP.2009.2037532","volume":"17","author":"L He","year":"2010","unstructured":"L. He, H. Chen, L. Carin, Tree-structured compressive sensing with variational Bayesian analysis. IEEE Signal Process. Lett. 17(3), 233\u2013236 (2010)","journal-title":"IEEE Signal Process. Lett."},{"key":"432_CR12","unstructured":"C. Li, W. Yin, Y. Zhang, TVAL3: TV minimization by augmented Lagrangian and alternating direction algorithm. http:\/\/www.caam.rice.edu\/~optimization\/L1\/TVAL3\/ (2009). Accessed Feb 2014"},{"key":"432_CR13","unstructured":"S. Ma, W. Yin, Y. Zhang, A. Chakraborty, An efficient algorithm for compressed MR imaging using total variation and wavelets, in IEEE Conference on Computer Vision and Pattern Recognition, Anchorage, AK (2008), pp. 1\u20138"},{"issue":"18","key":"432_CR14","doi-asserted-by":"crossref","first-page":"5949","DOI":"10.1088\/0031-9155\/56\/18\/011","volume":"56","author":"Z Tian","year":"2011","unstructured":"Z. Tian, X. Jia, K. Yuan, T. Pan, S.B. Jiang, Low-dose CT reconstruction via edge-preserving total variation regularization. Phys. Med. Biol. 56(18), 5949\u20135967 (2011)","journal-title":"Phys. Med. Biol."},{"issue":"12","key":"432_CR15","doi-asserted-by":"crossref","first-page":"4655","DOI":"10.1109\/TIT.2007.909108","volume":"53","author":"J Tropp","year":"2007","unstructured":"J. Tropp, A. Gilbert, Signal recovery from random measurements via orthogonal matching pursuit. IEEE Trans. Inf. Theory 53(12), 4655\u20134666 (2007)","journal-title":"IEEE Trans. Inf. Theory"},{"key":"432_CR16","unstructured":"X. Wu, X. Zhang, J. Wang, Model-guided adaptive recovery of compressive sensing, in Data Compression Conference, Snowbird, UT (2009), pp. 123\u2013132"},{"issue":"3","key":"432_CR17","doi-asserted-by":"crossref","first-page":"547","DOI":"10.3934\/ipi.2012.6.547","volume":"6","author":"Y Xiao","year":"2012","unstructured":"Y. Xiao, J. Yang, X. Yuan, Aternating algorithms for total variation image reconstruction from random projections. Inverse Probl. Imaging 6(3), 547\u2013563 (2012)","journal-title":"Inverse Probl. Imaging"},{"key":"432_CR18","unstructured":"YALL1 Toolbox. http:\/\/yall1.blogs.rice.edu\/ (2011). Accessed April 2014"},{"key":"432_CR19","unstructured":"J. Zhang, S. Liu, R. Xiong, S. Ma, D. Zhao, Improved total variation based image compressive sensing recovery by nonlocal regularization, in IEEE International Symposium on Circuits and Systems, Beijing (2013), pp. 2836\u20132839"},{"issue":"10","key":"432_CR20","doi-asserted-by":"crossref","first-page":"114","DOI":"10.1016\/j.sigpro.2013.09.025","volume":"103","author":"J Zhang","year":"2014","unstructured":"J. Zhang, C. Zhao, D. Zhao, W. Gao, Image compressive sensing recovery using adaptively learned sparsifying basis via L0 minimization. Signal Process. 103(10), 114\u2013126 (2014)","journal-title":"Signal Process."},{"issue":"3","key":"432_CR21","first-page":"287","volume":"2","author":"J Zhang","year":"2012","unstructured":"J. Zhang, D. Zhao, C. Zhao, R. Xiong, S. Ma, W. Gao, Image compressive sensing recovery via collaborative sparsity. IEEE J. Emerg. Sel. Top. Circuits Syst. 2(3), 287\u2013296 (2012)","journal-title":"IEEE J. Emerg. Sel. Top. Circuits Syst."},{"issue":"1","key":"432_CR22","doi-asserted-by":"crossref","first-page":"191","DOI":"10.3934\/ipi.2010.4.191","volume":"4","author":"X Zhang","year":"2010","unstructured":"X. Zhang, T.F. Chan, Wavelet inpainting by nonlocal total variation. Inverse Probl. Imaging 4(1), 191\u2013210 (2010)","journal-title":"Inverse Probl. Imaging"}],"container-title":["Circuits, Systems, and Signal Processing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00034-016-0432-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s00034-016-0432-2\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00034-016-0432-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,5,17]],"date-time":"2020-05-17T06:38:33Z","timestamp":1589697513000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s00034-016-0432-2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,10,3]]},"references-count":22,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2017,4]]}},"alternative-id":["432"],"URL":"https:\/\/doi.org\/10.1007\/s00034-016-0432-2","relation":{},"ISSN":["0278-081X","1531-5878"],"issn-type":[{"type":"print","value":"0278-081X"},{"type":"electronic","value":"1531-5878"}],"subject":[],"published":{"date-parts":[[2016,10,3]]}}}