Compact descriptors for sketch-based image retrieval using a triplet loss convolutional neural network.

Computer Vision and Image Understanding(2017)

引用 73|浏览75
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摘要
•Sketch-based image retrieval with a half-shared triplet and a modified loss.•Generalisation capability and state-of-the-art performance.•Compact representation with 56-bit feature encoding.
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关键词
Sketch based image retrieval (SBIR),Deep learning,Triplet loss function,Cross-domain modelling,Compact feature representations
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