Cross-domain retrieving sketch and shape using cycle CNNs.
Computers & Graphics(2020)
摘要
•In this paper, we present a deep learning approach for cross-domain retrieving 3D shape and 2D sketch image.•We propose a new Cycle CNNs, which can construct the cross-domain mapping between the feature space of 2D sketches and the one of 3D shapes.•The core of our method is that the mapping relationship can be directly generated through the proposed Cycle CNNs, without explicit common feature space construction.•Our proposed Cycle CNNs works well on both sketch-based shape retrieval and shape-based sketch retrieval.
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关键词
Shape analysis,Cross-domain retrieval,Deep learning
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