Multimodal image matching via dual-codebook-based self-similarity hypercube feature descriptor and voting strategy
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Wang, H. | - |
dc.contributor.author | Han, D. K. | - |
dc.contributor.author | Ko, H. | - |
dc.date.accessioned | 2021-09-05T04:09:35Z | - |
dc.date.available | 2021-09-05T04:09:35Z | - |
dc.date.created | 2021-06-15 | - |
dc.date.issued | 2014-10-09 | - |
dc.identifier.issn | 0013-5194 | - |
dc.identifier.uri | https://scholar.korea.ac.kr/handle/2021.sw.korea/97105 | - |
dc.description.abstract | An effective feature descriptor is proposed for multimodal local-image patch matching. The conventional self-similarity hypercube (SSH) fails in multimodal image matching due to different intensities of multimodal images. To mitigate this problem, a dual-codebook clustering is proposed for generating the descriptors. It is based on extracting a codebook, respectively, from visible and thermal images but sharing the same k-means clustering index of the local features of visible and thermal image patches. The experimental results show that the proposed approach effectively solves the multimodal image quantisation problem. Moreover, a voting strategy based on the proposed similarity family function facilitates the multimodal image matching more robustly compared with the conventional state-of-the-art methods. | - |
dc.language | English | - |
dc.language.iso | en | - |
dc.publisher | INST ENGINEERING TECHNOLOGY-IET | - |
dc.subject | REGISTRATION | - |
dc.title | Multimodal image matching via dual-codebook-based self-similarity hypercube feature descriptor and voting strategy | - |
dc.type | Article | - |
dc.contributor.affiliatedAuthor | Ko, H. | - |
dc.identifier.doi | 10.1049/el.2014.1802 | - |
dc.identifier.scopusid | 2-s2.0-84907887747 | - |
dc.identifier.wosid | 000343237700017 | - |
dc.identifier.bibliographicCitation | ELECTRONICS LETTERS, v.50, no.21, pp.1518 - 1519 | - |
dc.relation.isPartOf | ELECTRONICS LETTERS | - |
dc.citation.title | ELECTRONICS LETTERS | - |
dc.citation.volume | 50 | - |
dc.citation.number | 21 | - |
dc.citation.startPage | 1518 | - |
dc.citation.endPage | 1519 | - |
dc.type.rims | ART | - |
dc.type.docType | Article | - |
dc.description.journalClass | 1 | - |
dc.description.journalRegisteredClass | scie | - |
dc.description.journalRegisteredClass | scopus | - |
dc.relation.journalResearchArea | Engineering | - |
dc.relation.journalWebOfScienceCategory | Engineering, Electrical & Electronic | - |
dc.subject.keywordPlus | REGISTRATION | - |
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