基于边缘视觉特征描述的自适应多尺度小波边缘检测方法
ADAPTIVE MULTISCALE EDGE DETECTION BASED ON VISION FEATURE OF EDGE AND WAVELET TRANSFORM
-
摘要: 本文从人类视觉的特点出发,提出了一种新的图象边缘特征描述。根据该特征描述,定义了邻域的有效边缘测度,以作为边缘复杂程度的度量,并以此来调整多尺度小波边缘检测中的尺度参数。最后给出了相应的实验比较结果。Abstract: A new multiscale edge detection method is presented, which is based on vision feature of edge and wavelet transform. The novel features of image edge based on human being vision characters are described. The scales of wavelet transform are adjusted adaptively according to effective edge measure. Finally, experimental results are presented.
-
[1] Marr D, Hildreth E C. Theory of edge detection[J].Proc. Roy. Soc. Lond, Series B.1980, 207:187-217 [2] Canny J. A Computational approach to edge detection. IEEE Trans. on PAMI, 1986, PAMI-8(6): 679-698. [3] Witkin A P. Scale-space filtering. in Proc. 7 Int. Joint. Conf. Artificial Intell., Palo Atto, CA: [4] Kaufmann, 1983, 1019-1021. [5] Mallat S, Zhong S. Characterization of signals from multiscale edges. IEEE Trans. On PAMI, 1992, PAMI-14(9): 710-732. [6] Aydin T, Yemez Y, Anarim E, Sankur B. Multidirectional and multiscale edge detection via M-band wavelet transform. IEEE Trans. on Image Processing, 1996, IP-5(9): 1370-1377. [7] Qian R J, Huang T S. Optimal edge detection in two-dimensional images. IEEE Trans. on Image Processing, 1996, IP-15(7): 1215-1220. [8] 荆其诚, 焦书兰, 纪桂萍. 人类的视觉. 北京: 科学出版社, 1987,91-113.
计量
- 文章访问数: 2169
- HTML全文浏览量: 128
- PDF下载量: 763
- 被引次数: 0