On the pooling of positive examples with ontology for visual concept learning
A common obstacle in effective learning of visual concept classifiers is the scarcity of positive training examples due to expensive labeling cost. This paper explores the sampling of weakly tagged web images for concept learning without human assistance. In particular, ontology knowledge is incorpo...
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| Main Authors: | , , |
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| Format: | text |
| Language: | English |
| Published: |
Institutional Knowledge at Singapore Management University
2011
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| Subjects: | |
| Online Access: | https://ink.library.smu.edu.sg/sis_research/6520 https://ink.library.smu.edu.sg/context/sis_research/article/7523/viewcontent/2072298.2071934.pdf |
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| Institution: | Singapore Management University |
| Language: | English |