Title :
Contour pick-up and registration of infrared images of palm
Author :
Liu, Xiaowei ; Shang, Zhigang ; Jiang, Guotai
Author_Institution :
Coll. of Life Sci. & Med. Eng., Tongji Univ., Shanghai, China
Abstract :
In this thesis an approach for contour pick-up and image registration is presented for infrared images of the palm. Contour pick-up is based on Gauss-Laplace kernel and image registration is implemented by their cross-correlation function. In order to use the temperature variation obtained from the infrared images for diagnoses of metabolic diseases, one used to have to obtain the temperatures at different times for a certain area artificially point by point. It always wastes time and the data cannot be very accurate. This thesis gives a method that avoids these disadvantages. First, the contour is picked up from the environment by using the convolution of the Gauss-Laplace kernel. Then we filled inside the edge with darkness. Counting the maximum value of their cross-correlation function realized registration of the infrared images of the palm. The results of experiments prove this method to be feasible.
Keywords :
biomedical optical imaging; biothermics; convolution; diseases; edge detection; image registration; infrared imaging; medical image processing; Gauss-Laplace kernel convolution; body temperature distribution; contour pick-up; cross-correlation function; infrared images registration; infrared thermograph; medical diagnostic imaging; metabolic diseases diagnosis; palm; Convolution; Diseases; Filters; Gaussian processes; Image registration; Image restoration; Infrared imaging; Kernel; Laplace equations; Temperature measurement;
Conference_Titel :
Engineering in Medicine and Biology Society, 2001. Proceedings of the 23rd Annual International Conference of the IEEE
Print_ISBN :
0-7803-7211-5
DOI :
10.1109/IEMBS.2001.1017377