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Deep Textual Searching for Visual Semantics of Personal Photo Collections with a Hybrid Similarity Measure

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dc.contributor.author ดร.เตชค์ฐสิณป์ เพียซ้าย
dc.contributor.author Tejtasin Phiasai
dc.contributor.author Nutchanun Chinpanthana
dc.date.accessioned 2022-04-19T05:31:27Z
dc.date.available 2022-04-19T05:31:27Z
dc.date.issued 2017
dc.identifier.citation N. Chinpanthana and T. Phiasai, "Deep Textual Searching for Visual Semantics of Personal Photo Collections with a Hybrid Similarity Measure," 2017 International Symposium on Computer Science and Intelligent Controls (ISCSIC), 2017, pp. 124-128, doi: 10.1109/ISCSIC.2017.36.
dc.identifier.uri https://modps76.lib.kmutt.ac.th/xmlui//handle/123456789/1684
dc.identifier.uri https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8294172
dc.description 2017 International Symposium on Computer Science and Intelligent Controls
dc.description.abstract In recent years, personal photos on the internet have become important parts of people's lives. There is much automatic application software to search for photos, but searching still suffers from problems of semantic accuracy. Research has been conducted to satisfy user demands for a semantic model using a set of features or keyword annotation techniques. Keywords in photos give the best evidence to identify what photos are about. However, it does not always relate to the actual meaning of photos.For this reason, we propose a textual description with a hierarchical concept and comparison of the feature set with a hybrid similarity measure. The experimental results indicate that our proposed approach offers significant performance improvements in the interpretation of semantic meanings with a maximum success rate of 80.4%.
dc.subject Image processing
dc.subject wordnet
dc.subject image annotation
dc.subject semantic image
dc.title Deep Textual Searching for Visual Semantics of Personal Photo Collections with a Hybrid Similarity Measure
dc.type Research Report


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