Title :
Modified angular radial partitioning for edge image description in image retrieval
Author :
An, S.Y. ; Lee, Lyndon K. ; Oh, Seong Y.
Author_Institution :
Dept. of Electr. Eng., Pohang Univ. of Sci. & Technol., Pohang, South Korea
Abstract :
An angular radial partitioning (ARP) method divides an edge image into M×N partitions in order to make its compact image descriptor. However, it inherently suffers from a boundary problem that arises when edge pixels exist near the partition boundaries. Proposed is a modified ARP (mARP) to reduce degradation of retrieval performance caused by the boundary problem. For comparison, image retrieval tests have been carried out using the above two methods. The results demonstrate that the retrieval performance of the mARP is almost twice as good as that of the original one.
Keywords :
content-based retrieval; edge detection; image retrieval; boundary problem; compact image descriptor; edge image description; edge pixel; image retrieval; modified angular radial partitioning method;
Journal_Title :
Electronics Letters
DOI :
10.1049/el.2012.0705