DC Field | Value | Language |
---|---|---|
dc.contributor.author | Wen, Bihan | ko |
dc.contributor.author | Ravishankar, Saiprasad | ko |
dc.contributor.author | Zhao, Zhizhen | ko |
dc.contributor.author | Giryes, Raja | ko |
dc.contributor.author | Ye, Jong Chul | ko |
dc.date.accessioned | 2023-05-02T09:02:30Z | - |
dc.date.available | 2023-05-02T09:02:30Z | - |
dc.date.created | 2023-05-02 | - |
dc.date.issued | 2023-01 | - |
dc.identifier.citation | IEEE SIGNAL PROCESSING MAGAZINE, v.40, no.1, pp.28 - 30 | - |
dc.identifier.issn | 1053-5888 | - |
dc.identifier.uri | http://hdl.handle.net/10203/306436 | - |
dc.description.abstract | Recent years have witnessed a rapidly growing interest in next-generation imaging systems and their combination with machine learning. While model-based imaging schemes that incorporate physics-based forward models, noise models, and image priors laid the foundation in the emerging field of computational sensing and imaging, recent advances in machine learning, from large-scale optimization to building deep neural networks, are increasingly being applied in modern computational imaging. A wide range of machine learning techniques can be applied to enhance the effectiveness and efficiency of computational imaging systems, thus redefining state-of-the-art computational imaging algorithms. | - |
dc.language | English | - |
dc.publisher | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC | - |
dc.title | Physics-Driven Machine Learning for Computational Imaging | - |
dc.type | Article | - |
dc.identifier.wosid | 000966080500001 | - |
dc.identifier.scopusid | 2-s2.0-85147205125 | - |
dc.type.rims | ART | - |
dc.citation.volume | 40 | - |
dc.citation.issue | 1 | - |
dc.citation.beginningpage | 28 | - |
dc.citation.endingpage | 30 | - |
dc.citation.publicationname | IEEE SIGNAL PROCESSING MAGAZINE | - |
dc.identifier.doi | 10.1109/MSP.2022.3222888 | - |
dc.contributor.localauthor | Ye, Jong Chul | - |
dc.contributor.nonIdAuthor | Wen, Bihan | - |
dc.contributor.nonIdAuthor | Ravishankar, Saiprasad | - |
dc.contributor.nonIdAuthor | Zhao, Zhizhen | - |
dc.contributor.nonIdAuthor | Giryes, Raja | - |
dc.description.isOpenAccess | N | - |
dc.type.journalArticle | Editorial Material | - |
dc.subject.keywordAuthor | Special issues and sections | - |
dc.subject.keywordAuthor | Machine learning | - |
dc.subject.keywordAuthor | Computational modeling | - |
dc.subject.keywordAuthor | Image processing | - |
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