期刊论文、会议论文

Chen, Jingying

英文

Lecture Notes in Computer Science

0302-9743

2017

10666

651-663

9th International Conference on Image and Graphics (ICIG)

Lecture Notes in Computer Science

SEP 13-15, 2017

China Soc Image & Graph, Shanghai, PEOPLES R CHINA

China Soc Image & Graph

Shanghai Jiaotong Univ, Nanjing Technol Univ, Mu Technol Ltd Co

Zhao, Y Kong, X Taubman, D

GEWERBESTRASSE 11, CHAM, CH-6330, SWITZERLAND

SPRINGER INTERNATIONAL PUBLISHING AG

978-3-319-71607-7; 978-3-319-71606-0

10.1007/978-3-319-71607-7_57

National Natural Science Foundation of ChinaNational Natural Science Foundation of China (NSFC) [41671377, 61502195]; Natural Science Foundation of Hubei ProvinceNatural Science Foundation of Hubei Province [2017CFB504]; Research Funds of CCNU from the Colleges Basic Research and Operation of MOE [CCNU17QN0003, CCNU17QN0002, CCNU2016A02020]; Foundation of Hubei Key Laboratory of Intelligent Robot [HBIR201606]

本校为第一且通讯机构

This paper presents a pipeline to make convolutional neural networks (CNNs) trained for another unrelated task available for book page identification. The pipeline has five building blocks: (1) An image segmentation module to separate book page from the background;(2) An image correction module to correct geometry and color distortions;(3) A feature extraction module to extract discriminative image features by a pre-trained CNN;(4) A feature compression module to reduce feature dimensions for speeding up;and (5) A feature matching module to calculate the similarity between a query image and a ...