{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T10:13:53Z","timestamp":1740132833124,"version":"3.37.3"},"reference-count":61,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Signal Process."],"published-print":{"date-parts":[[2024]]},"DOI":"10.1109\/tsp.2023.3344356","type":"journal-article","created":{"date-parts":[[2023,12,19]],"date-time":"2023-12-19T19:53:25Z","timestamp":1703015605000},"page":"321-336","source":"Crossref","is-referenced-by-count":0,"title":["NeuralPUMA: Learning to Phase Unwrap Through Differentiable Graph Cuts"],"prefix":"10.1109","volume":"72","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-3569-4976","authenticated-orcid":false,"given":"Francesco","family":"Lattari","sequence":"first","affiliation":[{"name":"Dipartimento di Elettronica, Informazione e Bioingegneria (DEIB), Politecnico di Milano, Milan, Italy"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9217-3552","authenticated-orcid":false,"given":"Marco","family":"Cannici","sequence":"additional","affiliation":[{"name":"Dipartimento di Elettronica, Informazione e Bioingegneria (DEIB), Politecnico di Milano, Milan, Italy"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4361-0568","authenticated-orcid":false,"given":"Gianluca","family":"Murdaca","sequence":"additional","affiliation":[{"name":"Dipartimento di Elettronica, Informazione e Bioingegneria (DEIB), Politecnico di Milano, Milan, Italy"}]},{"given":"Alessio","family":"Rucci","sequence":"additional","affiliation":[{"name":"TRE ALTAMIRA s.r.l., Milan, Italy"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5379-5634","authenticated-orcid":false,"given":"Claudio Maria","family":"Prati","sequence":"additional","affiliation":[{"name":"Dipartimento di Elettronica, Informazione e Bioingegneria (DEIB), Politecnico di Milano, Milan, Italy"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8306-6739","authenticated-orcid":false,"given":"Matteo","family":"Matteucci","sequence":"additional","affiliation":[{"name":"Dipartimento di Elettronica, Informazione e Bioingegneria (DEIB), Politecnico di Milano, Milan, Italy"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.3997\/9789073834712"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1088\/0266-5611\/14\/4\/001"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1121\/1.2935898"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.optlaseng.2009.09.001"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.optlaseng.2018.04.019"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2014.2361764"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/MLSP.2008.4685486"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2006.888351"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1364\/COSI.2018.CW3B.5"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2018.2879184"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2020.2977213"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1364\/OE.27.014903"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1364\/OE.27.023173"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2021.3121906"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2020.2965918"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/IGARSS47720.2021.9555102"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/IGARSS47720.2021.9554886"},{"volume-title":"Two-Dimensional Phase Unwrapping: Theory, Algorithms, and Software","year":"1998","author":"Ghiglia","key":"ref18"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/MGRS.2018.2873644"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1364\/JOSAA.4.000267"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1029\/rs023i004p00713"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/IGARSS.1996.516887"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2013.2252880"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2016.2551370"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1364\/JOSAA.11.000107"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.optlaseng.2014.06.007"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1364\/JOSAA.13.001999"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/83.748892"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/36.297989"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/36.673674"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1364\/JOSAA.14.002692"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1364\/JOSAA.18.000338"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/78.863057"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2005.861021"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2019.8682258"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1364\/JOSAA.32.001092"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1364\/OE.27.015100"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2021.3121907"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2021.3099956"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2020.3029565"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2004.60"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-387-87821-8"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1137\/1.9780898717761"},{"key":"ref44","first-page":"1540","article-title":"Optimizing millions of hyperparameters by implicit differentiation","volume-title":"Proc. Int. Conf. Artif. Intell. Statist.","author":"Lorraine","year":"2020"},{"article-title":"Theseus: A library for differentiable nonlinear optimization","year":"2022","author":"Pineda","key":"ref45"},{"key":"ref46","first-page":"136","article-title":"OptNet: Differentiable optimization as a layer in neural networks","volume-title":"Proc. 34th Int. Conf. Mach. Learn., in Proceedings of Machine Learning Research","volume":"70","author":"Amos","year":"2017"},{"key":"ref47","first-page":"9562","article-title":"Differentiable convex optimization layers","volume-title":"Proc. Adv. Neural Inf. Process. Syst. 32 (NeurIPS)","author":"Agrawal","year":"2019"},{"article-title":"Learning with differentiable perturbed optimizers","year":"2020","author":"Berthet","key":"ref48"},{"article-title":"Learning linear programs from optimal decisions","year":"2020","author":"Tan","key":"ref49"},{"key":"ref50","first-page":"1013","article-title":"Differentiable learning of submodular models","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"30","author":"Djolonga","year":"2017"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1561\/2200000039"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1007\/s00454-022-00461-1"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-72823-8_64"},{"issue":"1","key":"ref54","first-page":"2232","article-title":"Modular proximal optimization for multidimensional total-variation regularization","volume":"19","author":"Barbero","year":"2017","journal-title":"J. Mach. Learn. Res."},{"key":"ref55","first-page":"2","article-title":"(US)Deep multi-scale video prediction beyond mean square error","volume-title":"Proc. 4th Int. Conf. Learn. Representations (ICLR)","author":"Mathieu","year":"2016"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1364\/OE.24.028713"},{"volume-title":"MATLAB (R2021a)","year":"2021","key":"ref57"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1364\/AO.41.007437"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.7717\/peerj.453"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-24574-4_28"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.3390\/rs14194956"}],"container-title":["IEEE Transactions on Signal Processing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/78\/10347386\/10365652.pdf?arnumber=10365652","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,12]],"date-time":"2024-01-12T19:56:31Z","timestamp":1705089391000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10365652\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"references-count":61,"URL":"https:\/\/doi.org\/10.1109\/tsp.2023.3344356","relation":{},"ISSN":["1053-587X","1941-0476"],"issn-type":[{"type":"print","value":"1053-587X"},{"type":"electronic","value":"1941-0476"}],"subject":[],"published":{"date-parts":[[2024]]}}}