Variational Image Dehazing using a Fuzzy Membership Function
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Park, Hasil | - |
dc.contributor.author | Park, Jinho | - |
dc.contributor.author | Kim, Heegwang | - |
dc.contributor.author | Paik, Joonki | - |
dc.date.available | 2019-03-08T10:58:29Z | - |
dc.date.issued | 2017-04 | - |
dc.identifier.issn | 2287-5255 | - |
dc.identifier.uri | https://scholarworks.bwise.kr/cau/handle/2019.sw.cau/5820 | - |
dc.description.abstract | This paper presents a dehazing method based on a fuzzy membership function and variational method. The proposed algorithm consists of three steps: i) estimate transmission through a pixel-based operation using a fuzzy membership function, ii) refine the transmission using an L1- norm–based regularization method, and iii) obtain the result of haze removal based on a hazy image formation model using the refined transmission. In order to prevent color distortion of the sky region seen in conventional methods, we use a trapezoid-type fuzzy membership function. The proposed method acquires high-quality images without halo artifacts and loss of color contrast. | - |
dc.format.extent | 8 | - |
dc.language | 영어 | - |
dc.language.iso | ENG | - |
dc.publisher | 대한전자공학회 | - |
dc.title | Variational Image Dehazing using a Fuzzy Membership Function | - |
dc.type | Article | - |
dc.identifier.doi | 10.5573/IEIESPC.2017.6.2.085 | - |
dc.identifier.bibliographicCitation | IEIE Transactions on Smart Processing & Computing, v.6, no.2, pp 85 - 92 | - |
dc.identifier.kciid | ART002222306 | - |
dc.description.isOpenAccess | N | - |
dc.citation.endPage | 92 | - |
dc.citation.number | 2 | - |
dc.citation.startPage | 85 | - |
dc.citation.title | IEIE Transactions on Smart Processing & Computing | - |
dc.citation.volume | 6 | - |
dc.publisher.location | 대한민국 | - |
dc.subject.keywordAuthor | Dehazing | - |
dc.subject.keywordAuthor | Fuzzy membership function | - |
dc.subject.keywordAuthor | L1-norm–based regularization | - |
dc.description.journalRegisteredClass | kciCandi | - |
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