SOML: Sparse Online Metric Learning with Application to Image Retrieval
Image similarity search plays a key role in many multimedia applications, where multimedia data (such as images and videos) are usually represented in high-dimensional feature space. In this paper, we propose a novel Sparse Online Metric Learning (SOML) scheme for learning sparse distance functions...
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| Main Authors: | , , , , |
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| Format: | text |
| Language: | English |
| Published: |
Institutional Knowledge at Singapore Management University
2014
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| Subjects: | |
| Online Access: | https://ink.library.smu.edu.sg/sis_research/2322 https://ink.library.smu.edu.sg/context/sis_research/article/3322/viewcontent/SOLML_ImageRetrieval_2013.pdf |
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| Institution: | Singapore Management University |
| Language: | English |