Sketching out the details: Sketch-based image retrieval using convolutional neural networks with multi-stage regression.

Tu Bui,Leonardo Sampaio Ferraz Ribeiro,Moacir Ponti,John Collomosse

Computers & Graphics（2018）

引用 56|浏览53

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摘要

•A generic multi-stage training methodology for cross-domain learning.•An extensive evaluation of convnet architectures and weight sharing strategies.•State-of- art performance on three standard SBIR benchmarks.

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关键词

Sketch based image retrieval (SBIR),Deep learning,Cross-domain modeling,Compact feature representations,Multi-stage regression,Contrastive and triplet losses

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