Title :
Biological and machine vision
Author_Institution :
Lehrstuhl fur Realzeit-Computersysteme, Technische Univ. Munchen
Abstract :
Summary form only given. Models of the biological vision process have influenced the concepts and realizations of technical image processing since 40 years: The results of Hubel and Wiesel have been used to structure the process of image interpretation into layers corresponding to the "receptive fields" to do preprocessing, feature extraction and classification. Unfortunately the performance of general purpose computers stayed far behind the processing requirements. The paper includes a short excursion into the history of the relations between new biological insights and technical image processing ideas and products
Keywords :
computer vision; feature extraction; pattern classification; biological vision; classification; feature extraction; image interpretation; image processing; machine vision; receptive fields; Biological system modeling; Biology computing; Biosensors; Feature extraction; History; Image processing; Machine vision; Motion detection; Road safety; Vehicle dynamics;
Conference_Titel :
Computational Cybernetics, 2004. ICCC 2004. Second IEEE International Conference on
Conference_Location :
Vienna
Print_ISBN :
0-7803-8588-8
DOI :
10.1109/ICCCYB.2004.1437645