Abstract
This paper describes certain image processing techniques within the framework ofcellular automata andnormal algorithms for high-throughput data processing. The central idea on which these techniques have been developed is that a digital image can be treated as acellular automaton configuration, and an image processing operation, as anevolution of the automaton due to an updating rule that describes a relational attribute among the pixel values in a specific neighbourhood. Filtering operations on digital images, like that of thinning, edge detection segmentation, erosion and dilation are modelled and realized using cellular automata.
Similar content being viewed by others
References
Bobrow D G 1968 Symbol manipulation languages and techniques.Proceedings of the IFIP Working Conference on Symbol Manipulation Languages (Amsterdam: North-Holland)
Galbiati L J 1990Machine vision and digital image processing fundamentals (Englewood Cliffs, NJ: Prentice Hall)
Giardina C R, Dougherty E R 1988Morphological methods in image and signal processing (Englewood Cliffs, NJ: Prentice Hall)
Kushner B K 1984Lectures on constructive mathematical analysis (Providence, Rhode Island: Am. Math. Soc.) vol. 60
Markov A A 1961Theory of algorithms: The Israel program for scientific translations, Jerusalem
Rajan E G 1990Study of signals and systems in the framework of Markov’s constructive mathematical logic, Ph D thesis, Indian Institute of Technology, Kanpur
Rajan E G, Ramprasad V V 1991 Pattern-directed array processing, Technical Report, DSP-TR-91-5, Department of Electrical Engineering, Indian Institute of Technology, Kanpur
Rajan E G, Sinha V P 1991 Image processing using normal algorithmic cellular automata, Technical Report, DSP-TR-91-4, Department of Electrical Engineering, Indian Institute of Technology, Kanpur
Shanin N A 1963 On the constructive interpretation of mathematical judgements.Am. Math. Soc., Transl. 23:
Shanin N A 1968Constructive real numbers and constructive function spaces (Providence, Rhode Island: Am. Math. Soc.)
Toffoli T, Margolus N 1987Cellular automata machines (Cambridge, MA: MIT Press)
Wolfram S 1986Theory and applications of cellular automata (Singapore: World Scientific)
Author information
Authors and Affiliations
Rights and permissions
About this article
Cite this article
Rajan, E.G. Cellular logic array processing techniques for high-throughput image processing systems. Sadhana 18, 279–300 (1993). https://doi.org/10.1007/BF02742662
Issue Date:
DOI: https://doi.org/10.1007/BF02742662