Image Retrieval with Scale Invariant Visual Phrases

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概要

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• We propose a retrieval method using scale invariant visual phrases (SIVPs). Our method encodes spatial information into the SIVPs which capture translation, rotation and scale invariance, and employs the SIVPs to determine the spatial correspondences between query image and database image. To compute the spatial correspondences efficiently, the SIVPs are introduced into the inverted index, and SIVP verification is investigated to refine the candidate images returned from inverted index. Experimental results demonstrate that our method improves the retrieval accuracy while increasing the retrieval efficiency.

著者

• Yang Cheng

  Institute Of Biochemical Engineering Department Of Chemical Engineering Tsinghua University

• Yang Jie

  Institute Of Medical Technology University Of Tampere

• FENG Deying

  Institute of Image Processing and Pattern Recognition, Shanghai Jiao Tong University

• LIU Congxin

  Institute of Image Processing and Pattern Recognition, Shanghai Jiao Tong University

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