Process and apparatus for the automatic detection and extraction of features in images and displays

作者: Karen F. West , Robert R. Greene , Robert R. Weyker

DOI:

关键词: TemplateSignalSignal processingArtificial intelligenceFeature (computer vision)Computer visionProcess (computing)Control systemEngineeringPattern recognition (psychology)Object (computer science)

摘要: A pattern recognition process and apparatus automatically extracts features in displays, images, complex signals. Complex signals are processed to two- or higher-dimensional displays other imagery. The imagery then produce one more visual fields which regions with certain properties enhanced. enchanced induced attractive forces. Flexible templates placed the acted upon by forces, causing deform such a way as match similar, but not identical to, template. deformed evaluated order identify interpret feature template was attracted. Apparatus utilizing generates display of extracted from input signal. Desired information can be obtained display, trajectories, location ridges, buildings, edges, boundaries. used within control system guide an object, vehicle airplane, along desired course; signal processing provide that aids interpretation features.

参考文章(39)
Demetri Terzopoulos, Andrew Witkin, Michael Kass, Energy constraints on deformable models: recovering shape and non-rigid motion national conference on artificial intelligence. pp. 755- 760 ,(1987)
Kunihiko Fukushima, Sei Miyake, Neocognitron: A Self-Organizing Neural Network Model for a Mechanism of Visual Pattern Recognition Springer, Berlin, Heidelberg. pp. 267- 285 ,(1982) , 10.1007/978-3-642-46466-9_18
Andrew P. Witkin, Michael Henry Kass, Processing of oriented patterns ,(1985)
Lawrence R. Rabiner, Michael K. Brown, Dynamic time warping arrangement ,(1982)
Martin D Levine, Martin D Levine, Vision in Man and Machine ,(1985)
Gail A. Carpenter, Stephen Grossberg, Neural Dynamics of Category Learning and Recognition: Attention, Memory Consolidation, and Amnesia Advances in Psychology. ,vol. 42, pp. 239- 286 ,(1987) , 10.1016/S0166-4115(08)60911-5
Harry C. Andrews, B. R. Hunt, Digital image restoration dir. ,(1977)
John P. Beltz, Peter D. Southgate, Inspection system for detecting defects in regular patterns ,(1980)
J. J. Hopfield, D. W. Tank, Neural computation of decisions in optimization problems Biological Cybernetics. ,vol. 52, pp. 141- 152 ,(1985) , 10.1007/BF00339943