DocumentCode :
3734020
Title :
Chinese character image retrieval based on moment invariants and shape context
Author :
Huanian Zhan;Yue Qi
Author_Institution :
State Key Laboratory of Virtual Reality Technology and Systems, School of Computer Science and Engineering, Beihang University, Beijing, China
fYear :
2015
Firstpage :
146
Lastpage :
150
Abstract :
This paper presents a retrieval method for the image of Chinese characters calligraphy. The precision and recall rate are main indicators to measure the quality of image retrieval algorithm. Starting from the two aspects, there are two parts in the process of image retrieve which is proposed in this paper. In this paper, carry out the retrieve with the Hu invariant moment matching algorithm, which is fast and efficient, but little of the accuracy. Then, execute trice retrieval with shape context algorithm taking the advantages of high level of accuracy and good robustness based on the result set of the first retrieval. Experiments show that the method referred in this paper is accurate and efficient.
Keywords :
"Shape","Feature extraction","Image retrieval","Context","Histograms","Digital images","Image edge detection"
Publisher :
ieee
Conference_Titel :
Computer and Communications (ICCC), 2015 IEEE International Conference on
Print_ISBN :
978-1-4673-8125-3
Type :
conf
DOI :
10.1109/CompComm.2015.7387557
Filename :
7387557
Link To Document :
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