{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,19]],"date-time":"2026-02-19T15:17:52Z","timestamp":1771514272948,"version":"3.50.1"},"reference-count":39,"publisher":"IEEE","license":[{"start":{"date-parts":[[2023,6,18]],"date-time":"2023-06-18T00:00:00Z","timestamp":1687046400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,6,18]],"date-time":"2023-06-18T00:00:00Z","timestamp":1687046400000},"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":[],"published-print":{"date-parts":[[2023,6,18]]},"DOI":"10.1109\/ijcnn54540.2023.10191089","type":"proceedings-article","created":{"date-parts":[[2023,8,2]],"date-time":"2023-08-02T17:30:03Z","timestamp":1690997403000},"page":"1-8","source":"Crossref","is-referenced-by-count":4,"title":["CycleSAR: SAR Image Despeckling as Unpaired Image-to-Image Translation"],"prefix":"10.1109","author":[{"given":"Francesco","family":"Lattari","sequence":"first","affiliation":[{"name":"Politecnico di Milano,Dipartimento di Elettronica, Informazione e Bioingegneria (DEIB),Milan,Italy,20133"}]},{"given":"Vincenzo","family":"Santomarco","sequence":"additional","affiliation":[{"name":"Politecnico di Milano,Dipartimento di Elettronica, Informazione e Bioingegneria (DEIB),Milan,Italy,20133"}]},{"given":"Riccardo","family":"Santambrogio","sequence":"additional","affiliation":[{"name":"Politecnico di Milano,Dipartimento di Elettronica, Informazione e Bioingegneria (DEIB),Milan,Italy,20133"}]},{"given":"Alessio","family":"Rucci","sequence":"additional","affiliation":[{"name":"TRE ALTAMIRA s.r.l.,Milan,Italy,20143"}]},{"given":"Matteo","family":"Matteucci","sequence":"additional","affiliation":[{"name":"Politecnico di Milano,Dipartimento di Elettronica, Informazione e Bioingegneria (DEIB),Milan,Italy,20133"}]}],"member":"263","reference":[{"key":"ref13","article-title":"Methods for blind estimation of speckle variance in SAR images: Simulation results and verification for real-life data","author":"abramov","year":"2010","journal-title":"Computational and Numerical Simulations InTech"},{"key":"ref35","article-title":"Fork or fail: Cycle-consistent training with many-to-one mappings","author":"guo","year":"2021","journal-title":"arXiv 2012 07412 [cs]"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2013.2246838"},{"key":"ref34","article-title":"Learning structured output representation using deep conditional generative models","author":"sohn","year":"2015","journal-title":"NIPS"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2021.3109419"},{"key":"ref37","article-title":"Toward multimodal image-to-image translation","author":"zhu","year":"2018","journal-title":"arXiv 1711 11586 [cs stat]"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2007.912718"},{"key":"ref36","author":"kingma","year":"2013","journal-title":"Auto-encoding variational bayes"},{"key":"ref31","article-title":"Generative adversarial nets","volume":"27","author":"goodfellow","year":"2014","journal-title":"Advances in neural information processing systems"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2011.2124465"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2021.3071864"},{"key":"ref33","article-title":"Improved training of Wasserstein GANs","volume":"abs 1704 28","author":"gulrajani","year":"2017","journal-title":"CoRR"},{"key":"ref10","first-page":"2124","author":"krull","year":"2019","journal-title":"Noise2void-learning denoising from single noisy images"},{"key":"ref32","author":"arjovsky","year":"2017","journal-title":"Wasserstein GAN"},{"key":"ref2","author":"ferretti","year":"2014","journal-title":"Satellite InSAR Data Reservoir Monitoring From Space"},{"key":"ref1","article-title":"InSAR principles - guidelines for SAR interferometry processing and interpretation","volume":"19","author":"ferretti","year":"2007","journal-title":"ESA Train Manual"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.1980.4766994"},{"key":"ref39","article-title":"Adversarial self-defense for cycle-consistent GANs","volume":"abs 1908 1517","author":"bashkirova","year":"2019","journal-title":"CoRR"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.244"},{"key":"ref38","article-title":"Adam: A method for stochastic optimization","volume":"abs 1412 6980","author":"kingma","year":"2014","journal-title":"CoRR"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/36.62623"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.1982.4767223"},{"key":"ref24","article-title":"U-Net: Convolutional networks for biomedical image segmentation","volume":"abs 1505 4597","author":"ronneberger","year":"2015","journal-title":"CoRR"},{"key":"ref23","article-title":"Multi-scale context aggregation by dilated convolutions","volume":"abs 1511 7122","author":"yu","year":"2015","journal-title":"CoRR"},{"key":"ref26","article-title":"A practical solution for SAR despeckling with only single speckled images","volume":"abs 1912 6295","author":"yuan","year":"2019","journal-title":"ArXiv"},{"key":"ref25","article-title":"Blind SAR image despeckling using self-supervised dense dilated convolutional neural network","volume":"abs 1908 1608","author":"yuan","year":"2019","journal-title":"ArXiv"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2005.38"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2011.2161586"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2007.901238"},{"key":"ref28","article-title":"Speckle2Void: Deep Self-Supervised SAR Despeckling with Blind-Spot Convolutional Neural Networks","author":"bordone molini","year":"0","journal-title":"ArXiv e-prints"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2020.2990978"},{"key":"ref29","article-title":"Self-supervised deep image denoising","volume":"abs 1901 10277","author":"laine","year":"2019","journal-title":"CoRR"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/MGRS.2021.3070956"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/IGARSS.2017.8128234"},{"key":"ref9","first-page":"2965","article-title":"Noise2Noise: Learning image restoration without clean data","volume":"80","author":"lehtinen","year":"2018","journal-title":"Proceedings of the 35th International Conference on Machine Learning ser Proceedings of Machine Learning Research"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2017.2758203"},{"key":"ref3","author":"meyer","year":"2019","journal-title":"Chapter 2 spaceborne synthetic aperture radar Principles data access and basic processing techniques"},{"key":"ref6","doi-asserted-by":"crossref","DOI":"10.3390\/rs11131532","article-title":"Deep learning for SAR image despeckling","volume":"11","author":"lattari","year":"2019","journal-title":"Remote Sensing"},{"key":"ref5","article-title":"Learning a dilated residual network for SAR image despeckling","volume":"abs 1709 2898","author":"zhang","year":"2017","journal-title":"CoRR"}],"event":{"name":"2023 International Joint Conference on Neural Networks (IJCNN)","location":"Gold Coast, Australia","start":{"date-parts":[[2023,6,18]]},"end":{"date-parts":[[2023,6,23]]}},"container-title":["2023 International Joint Conference on Neural Networks (IJCNN)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10190990\/10190992\/10191089.pdf?arnumber=10191089","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,8,21]],"date-time":"2023-08-21T17:43:33Z","timestamp":1692639813000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10191089\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,6,18]]},"references-count":39,"URL":"https:\/\/doi.org\/10.1109\/ijcnn54540.2023.10191089","relation":{},"subject":[],"published":{"date-parts":[[2023,6,18]]}}}