Representation of Uncertainty in Computer Vision Using Fuzzy Sets

Uncertainty in computer vision can arise at various levels. It can occur in the low level in the raw sensor input, and extends all the way through intermediate and higher levels. Ideally, at any level where decisions are being made on the basis of previous processing steps, a computer vision system must have sufficient flexibility for representation of uncertainty in any of these levels.

[1]  T. Kanade,et al.  Color information for region segmentation , 1980 .

[2]  Edward T. Lee Fuzzy Tree Automata and Syntactic Pattern Recognition , 1982, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[3]  E. Leet Proximity Measures for the Classification of Geometric Figures , 1972 .

[4]  Henri Prade,et al.  On the Problems of Representation and Propagation of Uncertainty in Expert Systems , 1985, Int. J. Man Mach. Stud..

[5]  Robert L. Cannon,et al.  Iterative fuzzy image segmentation , 1985, Pattern Recognit..

[6]  D. Dubois,et al.  Shape Understanding Via Fuzzy Models , 1985 .

[7]  Allen R. Hanson,et al.  Experiments in Schema-Driven Interpretation of a Natural Scene , 1981 .

[8]  Azriel Rosenfeld,et al.  The fuzzy geometry of image subsets , 1984, Pattern Recognit. Lett..

[9]  Thomas O. Binford,et al.  Survey of Model-Based Image Analysis Systems , 1982 .

[10]  Edward H. Shortliffe,et al.  Production Rules as a Representation for a Knowledge-Based Consultation Program , 1977, Artif. Intell..

[11]  James C. Bezdek,et al.  Pattern Recognition with Fuzzy Objective Function Algorithms , 1981, Advanced Applications in Pattern Recognition.

[12]  E. T. Lee,et al.  The shape-oriented dissimilarity of polygons and its application to the classification of chromosome images , 1974, Pattern Recognit..

[13]  Makoto Nagao,et al.  A Structural Analysis of Complex Aerial Photographs , 1980, Advanced Applications in Pattern Recognition.

[14]  James C. Bezdek,et al.  Curvature and Tangential Deflection of Discrete Arcs: A Theory Based on the Commutator of Scatter Matrix Pairs and Its Application to Vertex Detection in Planar Shape Data , 1984, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[15]  Steven Michael Rubin,et al.  The argos image understanding system. , 1978 .

[16]  Terrance L. Huntsberger,et al.  Color edge detection , 1985, Pattern Recognit. Lett..

[17]  W. Stiles A modified Helmholtz line-element in brightness-colour space , 1946 .

[18]  Victor R. Lesser,et al.  The Hearsay-II Speech-Understanding System: Integrating Knowledge to Resolve Uncertainty , 1980, CSUR.

[19]  Rodney A. Brooks,et al.  Symbolic Reasoning Among 3-D Models and 2-D Images , 1981, Artif. Intell..

[20]  R. Jain Application of fuzzy sets for the analysis of complex scenes , 1978, 1978 IEEE Conference on Decision and Control including the 17th Symposium on Adaptive Processes.

[21]  田中 穂積 E.H.Shortliffe 著, "Computer-Based Medical Consultations : MYCIN", American Elsevier, A4判, 264ぺージ, \10,080, 1976 , 1978 .