{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T12:06:54Z","timestamp":1742990814392,"version":"3.40.3"},"publisher-location":"Cham","reference-count":15,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030373511"},{"type":"electronic","value":"9783030373528"}],"license":[{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019]]},"DOI":"10.1007\/978-3-030-37352-8_41","type":"book-chapter","created":{"date-parts":[[2020,1,2]],"date-time":"2020-01-02T20:03:00Z","timestamp":1577995380000},"page":"479-486","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Image Denoising Based on Sparse Representation over Learned Dictionaries"],"prefix":"10.1007","author":[{"given":"Juan","family":"Wang","sequence":"first","affiliation":[]},{"given":"Guanghui","family":"Li","sequence":"additional","affiliation":[]},{"given":"Fei","family":"Du","sequence":"additional","affiliation":[]},{"given":"Meng","family":"Wang","sequence":"additional","affiliation":[]},{"given":"Yong","family":"Hu","sequence":"additional","affiliation":[]},{"given":"Meng","family":"Yu","sequence":"additional","affiliation":[]},{"given":"Aiyun","family":"Zhan","sequence":"additional","affiliation":[]},{"given":"Yuejin","family":"Zhang","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2020,1,3]]},"reference":[{"issue":"5","key":"41_CR1","doi-asserted-by":"publisher","first-page":"347","DOI":"10.1049\/iet-ipr.2014.0311","volume":"9","author":"Y Liu","year":"2014","unstructured":"Liu, Y., Wang, Z.: Simultaneous image fusion and denoising with adaptive sparse representation. Image Process. IET 9(5), 347\u2013357 (2014)","journal-title":"Image Process. IET"},{"key":"41_CR2","first-page":"406","volume":"29","author":"DQ Guo","year":"2012","unstructured":"Guo, D.Q., Yang, H.Y., Liu, D.Q., et al.: Overview on sparse image denoising. Appl. Res. Comput. 29, 406\u2013413 (2012)","journal-title":"Appl. Res. Comput."},{"issue":"4","key":"41_CR3","doi-asserted-by":"publisher","first-page":"1684","DOI":"10.1109\/TSP.2011.2179539","volume":"60","author":"L Zhang","year":"2012","unstructured":"Zhang, L., Zhou, W., Chang, P.: Kernel sparse representation-based classifier. IEEE Trans. Signal Process. 60(4), 1684\u20131695 (2012)","journal-title":"IEEE Trans. Signal Process."},{"key":"41_CR4","doi-asserted-by":"crossref","unstructured":"Wang, J., Cai, J.F., Shi, Y., et al.: Incoherent dictionary learning for sparse representation based image denoising. In: IEEE International Conference on Image Processing. IEEE (2015)","DOI":"10.1109\/ICIP.2014.7025929"},{"key":"41_CR5","volume-title":"K-SVD: An Algorithm for Designing Overcomplete Dictionaries for Sparse Representation","author":"M Aharon","year":"2006","unstructured":"Aharon, M., Elad, M., Bruckstein, A.: K-SVD: An Algorithm for Designing Overcomplete Dictionaries for Sparse Representation. IEEE Press, Piscataway (2006)"},{"issue":"12","key":"41_CR6","doi-asserted-by":"publisher","first-page":"3736","DOI":"10.1109\/TIP.2006.881969","volume":"15","author":"M Elad","year":"2006","unstructured":"Elad, M., Aharon, M.: Image denoising via sparse and redundant representations over learned dictionaries. IEEE Trans. Image Process. 15(12), 3736\u20133745 (2006)","journal-title":"IEEE Trans. Image Process."},{"issue":"1","key":"41_CR7","first-page":"287","volume":"18","author":"YH Kong","year":"2018","unstructured":"Kong, Y.H., Hu, Q.Y.: An image denoising algorithm via sparse and redundant representations over improved K-singular value decomposition algorithm. Sci. Technol. Eng. 18(1), 287\u2013292 (2018)","journal-title":"Sci. Technol. Eng."},{"key":"41_CR8","doi-asserted-by":"crossref","unstructured":"Romano, Y., Elad, M.: Improving K-SVD denoising by post-processing its method-noise. In: IEEE International Conference on Image Processing. IEEE (2014)","DOI":"10.1109\/ICIP.2013.6738090"},{"issue":"5","key":"41_CR9","first-page":"997","volume":"41","author":"J Shi","year":"2013","unstructured":"Shi, J., Wang, X.H.: Image super-resolution reconstruction based on improved K-SVD dictionary-learning. Acta Electron. Sin. 41(5), 997\u20131000 (2013)","journal-title":"Acta Electron. Sin."},{"issue":"01","key":"41_CR10","first-page":"97","volume":"47","author":"B Niu","year":"2019","unstructured":"Niu, B., Li, H.Y.: Research on low dictionary coherence K-SVD algorithm. Comput. Digit. Eng. 47(01), 97\u2013103 (2019)","journal-title":"Comput. Digit. Eng."},{"key":"41_CR11","unstructured":"Tan, C., Wei, Z.H., Wu, Z.B., et al.: Parallel optimization of K-SVD algorithm for image denoising based on Spark. In: 2016 IEEE 13th International Conference on Signal Processing (ICSP). IEEE (2017)"},{"key":"41_CR12","unstructured":"Wang, X.Y.: The Research of Sparse Decomposition in the Field of Image Denoising. Anhui University (2014)"},{"key":"41_CR13","unstructured":"Huang, H F. Research on Methods and Applications of Digital Image Sparse Representation. South China University of Technology (2016)"},{"key":"41_CR14","doi-asserted-by":"publisher","unstructured":"Wu, D., Du, X., Wang, K.Y.: An effective approach for underwater sonar image denoising based on sparse representation, pp. 389\u2013393. \nhttps:\/\/doi.org\/10.1109\/icivc.2018.8492877","DOI":"10.1109\/icivc.2018.8492877"},{"issue":"1","key":"41_CR15","doi-asserted-by":"publisher","first-page":"85","DOI":"10.1007\/s11859-017-1221-x","volume":"22","author":"CM Jing","year":"2017","unstructured":"Jing, C.M., Xiao, L.: An improved image enhancement algorithm. Wuhan Univ. J. Nat. Sci. 22(1), 85\u201392 (2017)","journal-title":"Wuhan Univ. J. Nat. Sci."}],"container-title":["Lecture Notes in Computer Science","Cyberspace Safety and Security"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-37352-8_41","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,1,3]],"date-time":"2020-01-03T00:38:52Z","timestamp":1578011932000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-37352-8_41"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"ISBN":["9783030373511","9783030373528"],"references-count":15,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-37352-8_41","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2019]]},"assertion":[{"value":"3 January 2020","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"CSS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Symposium on Cyberspace Safety and Security","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Guangzhou","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"China","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2019","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"1 December 2019","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"3 December 2019","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"11","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"css2019","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/nsclab.org\/css2019\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Single-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"EasyChair","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"235","order":3,"name":"number_of_submissions_sent_for_review","label":"Number of Submissions Sent for Review","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"61","order":4,"name":"number_of_full_papers_accepted","label":"Number of Full Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"40","order":5,"name":"number_of_short_papers_accepted","label":"Number of Short Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"26% - The value is computed by the equation \"Number of Full Papers Accepted \/ Number of Submissions Sent for Review * 100\" and then rounded to a whole number.","order":6,"name":"acceptance_rate_of_full_papers","label":"Acceptance Rate of Full Papers","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"2.2","order":7,"name":"average_number_of_reviews_per_paper","label":"Average Number of Reviews per Paper","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"4.5","order":8,"name":"average_number_of_papers_per_reviewer","label":"Average Number of Papers per Reviewer","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Yes","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}