Title :
Decision making principles of image understanding within a matching paradigm [human chromosome recognition]
Author :
Denissov, Dmitri A. ; Dudkin, Alexey K. ; Fatjkin, Igor V.
Author_Institution :
Dept. of Comput. Sci., St. Petersburg Electr. Eng. Univ., Russia
Abstract :
The decision making principles of image understanding are considered. Three general forms of videodata matching with models are distinguished. A frame-based shape description model is applied for a 2D object identification task. The decision making technique on the basis of hypothesis construction/verification is developed and applied to the human chromosome recognition task
Keywords :
cellular biophysics; medical image processing; 2D object identification task; decision making principles; frame-based shape description model; human chromosome recognition task; hypothesis construction; hypothesis verification; image understanding; matching paradigm; videodata matching; Analytical models; Biological cells; Cancer; Computer science; Computer vision; Decision making; Humans; Layout; Object recognition; Shape;
Conference_Titel :
Electrical and Computer Engineering, 1993. Canadian Conference on
Conference_Location :
Vancouver, BC
Print_ISBN :
0-7803-2416-1
DOI :
10.1109/CCECE.1993.332472
