Title :
A novel approach for edge orientation determination based on pixel pair matching
Author :
Ting, Hou-Chun ; Hang, Hsueh-Ming
Author_Institution :
Dept. of Electron. Eng., Nat. Chiao Tung Univ., Hsinchu, Taiwan
Abstract :
A novel edge orientation determination algorithm is proposed. It can detect edges and decide very precisely their orientations based on a pixel pair matching technique. Three image edge structure measures, profile diversity, edge convexity and edge continuity, are designed to facilitate the determination process. The basic algorithm outputs an integer-pixel orientation vector for each detected edge and this orientation vector can be refined to subpixel accuracy by a polynomial fitting method. Simulation results are included to show the advantages of this approach
Keywords :
edge detection; image matching; polynomials; accuracy; edge continuity; edge convexity; image edge structure measures; integer-pixel orientation vector; orientation determination; pixel pair matching; polynomial fitting method; profile diversity; Computational modeling; Computer simulation; Computer vision; Detectors; Digital images; Image edge detection; Image processing; Integrated circuit modeling; Position measurement; Statistical analysis;
Conference_Titel :
Image Processing, 1998. ICIP 98. Proceedings. 1998 International Conference on
Conference_Location :
Chicago, IL
Print_ISBN :
0-8186-8821-1
DOI :
10.1109/ICIP.1998.723504