Cross-modal domain adaptation for text-based regularization of image semantics in image retrieval systems.
Computer Vision and Image Understanding（2014）
摘要
•In-depth literature review on related subjects.•Two regularization strategies: interpolation and classification.•Regularization on images lacking auxiliar information.•Extensive evaluation shows astonishing results on CBIR.
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关键词
Content-based image retrieval,Query-by-example,Domain adaptation,Semantic representation,Cross-modal regularization,Class-specific regularization
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