Though edge detection, an important stage that significantly affecting the performance of image recognition, has been given numerous researches on its execution methods, it still remains as difficult problem and it is one of the components for image recognition applictions while it is not the only way to identify an object or track a specific area. This paper, unlike gradient operator using edge detection method, found out edge pixel by referring to 2 neighboring pixels information in binary image and comparing them with pre-defined 4 edge pixels pattern, and detected binary image edge by determining the direction of the next edge detection exploring pixel and proposed method to detect binary image edge by repeating step of edge detection to detect another area edge. When recognizing image, if edge is detected with the use of gradient operator, thinning process, the stage next to edge detection, can be omitted, and with the edge detection algorithm executing time reduced compared with existing area edge tracing method, the entire image recognizing time can be reduced by applying real-time image recognizing system.
[journal]
J. Scharcanski
/ 1997
/ Edge Detection of Color Images Using Directional Operators
/ IEEE Trans. Circuits and System For Video Technology
7(2)
: 397~401
[book]
강동중
/ 2003
/ Visual C++을 이용한 디지털 영상처리
/ 사이텍미디어
: 261~269
@article{ART001315001}, author={김승희 and Nam Si Byung and 임해진}, title={An Improved Area Edge Detection for Real-time Image Processing}, journal={Journal of The Korea Society of Computer and Information}, issn={1598-849X}, year={2009}, volume={14}, number={1}, pages={99-106}
TY - JOUR AU - 김승희 AU - Nam Si Byung AU - 임해진 TI - An Improved Area Edge Detection for Real-time Image Processing JO - Journal of The Korea Society of Computer and Information PY - 2009 VL - 14 IS - 1 PB - The Korean Society Of Computer And Information SP - 99 EP - 106 SN - 1598-849X AB - Though edge detection, an important stage that significantly affecting the performance of image recognition, has been given numerous researches on its execution methods, it still remains as difficult problem and it is one of the components for image recognition applictions while it is not the only way to identify an object or track a specific area. This paper, unlike gradient operator using edge detection method, found out edge pixel by referring to 2 neighboring pixels information in binary image and comparing them with pre-defined 4 edge pixels pattern, and detected binary image edge by determining the direction of the next edge detection exploring pixel and proposed method to detect binary image edge by repeating step of edge detection to detect another area edge. When recognizing image, if edge is detected with the use of gradient operator, thinning process, the stage next to edge detection, can be omitted, and with the edge detection algorithm executing time reduced compared with existing area edge tracing method, the entire image recognizing time can be reduced by applying real-time image recognizing system. KW - Area;Boundary;Edge DO - UR - ER -
김승희, Nam Si Byung and 임해진. (2009). An Improved Area Edge Detection for Real-time Image Processing. Journal of The Korea Society of Computer and Information, 14(1), 99-106.
김승희, Nam Si Byung and 임해진. 2009, "An Improved Area Edge Detection for Real-time Image Processing", Journal of The Korea Society of Computer and Information, vol.14, no.1 pp.99-106.
김승희, Nam Si Byung, 임해진 "An Improved Area Edge Detection for Real-time Image Processing" Journal of The Korea Society of Computer and Information 14.1 pp.99-106 (2009) : 99.
김승희, Nam Si Byung, 임해진. An Improved Area Edge Detection for Real-time Image Processing. 2009; 14(1), 99-106.
김승희, Nam Si Byung and 임해진. "An Improved Area Edge Detection for Real-time Image Processing" Journal of The Korea Society of Computer and Information 14, no.1 (2009) : 99-106.
김승희; Nam Si Byung; 임해진. An Improved Area Edge Detection for Real-time Image Processing. Journal of The Korea Society of Computer and Information, 14(1), 99-106.
김승희; Nam Si Byung; 임해진. An Improved Area Edge Detection for Real-time Image Processing. Journal of The Korea Society of Computer and Information. 2009; 14(1) 99-106.
김승희, Nam Si Byung, 임해진. An Improved Area Edge Detection for Real-time Image Processing. 2009; 14(1), 99-106.
김승희, Nam Si Byung and 임해진. "An Improved Area Edge Detection for Real-time Image Processing" Journal of The Korea Society of Computer and Information 14, no.1 (2009) : 99-106.