Video Deraining and Desnowing Using Temporal Correlation and Low-Rank Matrix Completion
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Kim, Jin-Hwan | - |
dc.contributor.author | Sim, Jae-Young | - |
dc.contributor.author | Kim, Chang-Su | - |
dc.date.accessioned | 2021-09-04T13:11:09Z | - |
dc.date.available | 2021-09-04T13:11:09Z | - |
dc.date.created | 2021-06-18 | - |
dc.date.issued | 2015-09 | - |
dc.identifier.issn | 1057-7149 | - |
dc.identifier.uri | https://scholar.korea.ac.kr/handle/2021.sw.korea/92656 | - |
dc.description.abstract | A novel algorithm to remove rain or snow streaks from a video sequence using temporal correlation and low-rank matrix completion is proposed in this paper. Based on the observation that rain streaks are too small and move too fast to affect the optical flow estimation between consecutive frames, we obtain an initial rain map by subtracting temporally warped frames from a current frame. Then, we decompose the initial rain map into basis vectors based on the sparse representation, and classify those basis vectors into rain streak ones and outliers with a support vector machine. We then refine the rain map by excluding the outliers. Finally, we remove the detected rain streaks by employing a low-rank matrix completion technique. Furthermore, we extend the proposed algorithm to stereo video deraining. Experimental results demonstrate that the proposed algorithm detects and removes rain or snow streaks efficiently, outperforming conventional algorithms. | - |
dc.language | English | - |
dc.language.iso | en | - |
dc.publisher | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC | - |
dc.subject | REMOVAL | - |
dc.subject | RAIN | - |
dc.subject | FACTORIZATION | - |
dc.subject | ALGORITHM | - |
dc.subject | VISION | - |
dc.title | Video Deraining and Desnowing Using Temporal Correlation and Low-Rank Matrix Completion | - |
dc.type | Article | - |
dc.contributor.affiliatedAuthor | Kim, Chang-Su | - |
dc.identifier.doi | 10.1109/TIP.2015.2428933 | - |
dc.identifier.scopusid | 2-s2.0-84930506287 | - |
dc.identifier.wosid | 000355210700002 | - |
dc.identifier.bibliographicCitation | IEEE TRANSACTIONS ON IMAGE PROCESSING, v.24, no.9, pp.2658 - 2670 | - |
dc.relation.isPartOf | IEEE TRANSACTIONS ON IMAGE PROCESSING | - |
dc.citation.title | IEEE TRANSACTIONS ON IMAGE PROCESSING | - |
dc.citation.volume | 24 | - |
dc.citation.number | 9 | - |
dc.citation.startPage | 2658 | - |
dc.citation.endPage | 2670 | - |
dc.type.rims | ART | - |
dc.type.docType | Article | - |
dc.description.journalClass | 1 | - |
dc.description.journalRegisteredClass | scie | - |
dc.description.journalRegisteredClass | scopus | - |
dc.relation.journalResearchArea | Computer Science | - |
dc.relation.journalResearchArea | Engineering | - |
dc.relation.journalWebOfScienceCategory | Computer Science, Artificial Intelligence | - |
dc.relation.journalWebOfScienceCategory | Engineering, Electrical & Electronic | - |
dc.subject.keywordPlus | REMOVAL | - |
dc.subject.keywordPlus | RAIN | - |
dc.subject.keywordPlus | FACTORIZATION | - |
dc.subject.keywordPlus | ALGORITHM | - |
dc.subject.keywordPlus | VISION | - |
dc.subject.keywordAuthor | Video deraining | - |
dc.subject.keywordAuthor | desnowing | - |
dc.subject.keywordAuthor | rain streak removal | - |
dc.subject.keywordAuthor | low rank matrix completion | - |
dc.subject.keywordAuthor | sparse representation | - |
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