Use this URL to cite or link to this record in EThOS: http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.373821
Title: The design and application of associative memories for scene analysis
Author: Austin, J.
Awarding Body: Brunel University
Current Institution: Brunel University
Date of Award: 1986
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Abstract:
This thesis investigates a novel scene analysis system that determines the identity and the relative positions of unconstrained objects within a natural three dimensional grey scale image. Images may be of 'block filled' or 'line drawn' occluded shapes. It utilises the occluding information to discover the relative depth of objects in the scene. The system incorporates associative memories, the N tuple pattern recognition process, movable multiple resolution windows and edge detection. The structure and performance of the system and its subsystems is reported. The associative memory incorporates a novel recall procedure which has uses outside the application given here. The work incorporates ideas from the neurophysiology of the human visual system to overcome some of the problems encountered.
Supervisor: Aleksander, I. ; Stonham, J. Sponsor: South Eastern Regional College (SERC)
Qualification Name: Thesis (Ph.D.) Qualification Level: Doctoral
EThOS ID: uk.bl.ethos.373821  DOI: Not available
Keywords: Scene analysis system Pattern recognition systems Pattern perception Image processing
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