{"quality_controlled":"1","status":"public","day":"27","title":"Optimal sparse representations for blind deconvolution of images","publication_status":"published","oa_version":"None","date_updated":"2024-11-19T14:12:31Z","publisher":"Springer Nature","page":"500-507","alternative_title":["LNCS"],"month":"10","abstract":[{"lang":"eng","text":"The relative Newton algorithm, previously proposed for quasi maximum likelihood blind source separation and blind deconvolution of one-dimensional signals is generalized for blind deconvolution of images. Smooth approximation of the absolute value is used in modelling the log probability density function, which is suitable for sparse sources. We propose a method of sparsification, which allows blind deconvolution of sources with arbitrary distribution, and show how to find optimal sparsifying transformations by training."}],"scopus_import":"1","author":[{"id":"58f3726e-7cba-11ef-ad8b-e6e8cb3904e6","first_name":"Alexander","last_name":"Bronstein","full_name":"Bronstein, Alexander","orcid":"0000-0001-9699-8730"},{"full_name":"Bronstein, Michael M.","last_name":"Bronstein","first_name":"Michael M."},{"full_name":"Zibulevsky, Michael","last_name":"Zibulevsky","first_name":"Michael"},{"last_name":"Zeevi","first_name":"Yehoshua Y.","full_name":"Zeevi, Yehoshua Y."}],"citation":{"ieee":"A. M. Bronstein, M. M. Bronstein, M. Zibulevsky, and Y. Y. Zeevi, “Optimal sparse representations for blind deconvolution of images,” in <i>5th International Conference on Independent Component Analysis and Blind Signal Separation</i>, Granada, Spain, 2004, vol. 3195, pp. 500–507.","mla":"Bronstein, Alex M., et al. “Optimal Sparse Representations for Blind Deconvolution of Images.” <i>5th International Conference on Independent Component Analysis and Blind Signal Separation</i>, vol. 3195, Springer Nature, 2004, pp. 500–07, doi:<a href=\"https://doi.org/10.1007/978-3-540-30110-3_64\">10.1007/978-3-540-30110-3_64</a>.","ista":"Bronstein AM, Bronstein MM, Zibulevsky M, Zeevi YY. 2004. Optimal sparse representations for blind deconvolution of images. 5th International Conference on Independent Component Analysis and Blind Signal Separation. ICA: Independent Component Analysis and Blind Signal Separation, LNCS, vol. 3195, 500–507.","ama":"Bronstein AM, Bronstein MM, Zibulevsky M, Zeevi YY. Optimal sparse representations for blind deconvolution of images. In: <i>5th International Conference on Independent Component Analysis and Blind Signal Separation</i>. Vol 3195. Springer Nature; 2004:500-507. doi:<a href=\"https://doi.org/10.1007/978-3-540-30110-3_64\">10.1007/978-3-540-30110-3_64</a>","chicago":"Bronstein, Alex M., Michael M. Bronstein, Michael Zibulevsky, and Yehoshua Y. Zeevi. “Optimal Sparse Representations for Blind Deconvolution of Images.” In <i>5th International Conference on Independent Component Analysis and Blind Signal Separation</i>, 3195:500–507. Springer Nature, 2004. <a href=\"https://doi.org/10.1007/978-3-540-30110-3_64\">https://doi.org/10.1007/978-3-540-30110-3_64</a>.","apa":"Bronstein, A. M., Bronstein, M. M., Zibulevsky, M., &#38; Zeevi, Y. Y. (2004). Optimal sparse representations for blind deconvolution of images. In <i>5th International Conference on Independent Component Analysis and Blind Signal Separation</i> (Vol. 3195, pp. 500–507). Granada, Spain: Springer Nature. <a href=\"https://doi.org/10.1007/978-3-540-30110-3_64\">https://doi.org/10.1007/978-3-540-30110-3_64</a>","short":"A.M. Bronstein, M.M. Bronstein, M. Zibulevsky, Y.Y. Zeevi, in:, 5th International Conference on Independent Component Analysis and Blind Signal Separation, Springer Nature, 2004, pp. 500–507."},"user_id":"ea97e931-d5af-11eb-85d4-e6957dddbf17","date_created":"2024-10-15T11:20:54Z","doi":"10.1007/978-3-540-30110-3_64","type":"conference","publication_identifier":{"eisbn":["9783540301103"],"isbn":["9783540230564"],"issn":["0302-9743"],"eissn":["1611-3349"]},"intvolume":"      3195","publication":"5th International Conference on Independent Component Analysis and Blind Signal Separation","language":[{"iso":"eng"}],"volume":3195,"extern":"1","date_published":"2004-10-27T00:00:00Z","conference":{"name":"ICA: Independent Component Analysis and Blind Signal Separation","location":"Granada, Spain","start_date":"2004-09-22","end_date":"2004-09-24"},"year":"2004","article_processing_charge":"No","_id":"18333"}