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Proceedings of SPIE Volume 1766

Neural and Stochastic Methods in Image and Signal Processing
Editor(s): Su-Shing Chen
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Volume Details

Volume Number: 1766
Date Published: 16 December 1992
Softcover: 74 papers (766) pages
ISBN: 9780819409393

Table of Contents
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Ultrasonic robot localization using Dempster-Shafer theory
Author(s): Kenneth F. Hughes; Robin R. Murphy
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Methods for combination of evidence in function-based 3D object recognition
Author(s): Louise Stark; Lawrence O. Hall; Kevin W. Bowyer
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Using the Dempster-Shafer reasoning model to perform pixel-level segmentation on color images
Author(s): Matt G. Payne; Quiming Zhu; Yinghua Huang
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Expanded Dempster-Shafer reasoning technique for image feature integration and object recognition
Author(s): Quiming Zhu; Yinghua Huang; Matt G. Payne
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Provably convergent inhomogeneous genetic annealing algorithm
Author(s): Griff L. Bilbro; Jue Hall; Lawrence A. Ray
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Global convergence of genetic algorithms
Author(s): Gunar E. Liepins
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Two modified crossover and mutation operators for image segmentation by genetic algorithms
Author(s): Gunasekaran Seetharaman; Obili Sai Prabhu; Amruthur Narasimhan
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Modified genetic algorithm for extracting thermal profiles from infrared image data
Author(s): Lloyd G. Allred; Gary E. Kelly
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Unsupervised learning of contextual constraints in neural networks for simultaneous visual processing of multiple objects
Author(s): Jonathan A. Marshall
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Neural network architecture for generating potential fields for path planning
Author(s): Ashraf Ali Kassim; Bhagavatula Vijaya Kumar
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Modified Hebbian learning for large object classes using Neocognitron visual recognition
Author(s): Thomas Y. P. Lee; Clark C. Guest
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Invariance problem for hierarchical neural networks
Author(s): Horst Bischof; Axel J. Pinz
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Local estimation of visual signal translation using modulated wavelet transforms
Author(s): Roy A. Eagleson
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Asymptotic improvement of supervised learning by utilizing additional unlabeled samples: normal mixture density case
Author(s): Behzad M. Shahshahani; David A. Landgrebe
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Learning structural and corruption information from samples for Markov-random-field edge detection enhancement
Author(s): Davin Milun; David B. Sher
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Analysis of feedforward networks
Author(s): Ronald K. Pearson
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Generalization performance of neural nets in the presence of noisy data
Author(s): Marjorie Klenin
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Dimensionality reduction for nonlinear time series
Author(s): David DeMers
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Improving neural network performance by adapting node nonlinearities
Author(s): Frans M. Coetzee; Virginia L. Stonick
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Digital image registration using structured genetic algorithm
Author(s): Dipankar Dasgupta; Douglas R. McGregor
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Continuous-state simulated annealing algorithms: theory and application
Author(s): Saul B. Gelfand; Peter C. Doerschuk; Mohamed Nahhas-Mohandes
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Adaptive edge-preserving smoothing via adaptive-mean-field annealing
Author(s): Youn-Sik Han; Wesley E. Snyder
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Mean-field phase transitions for Gibbs random fields
Author(s): Ibrahim M. Elfadel; Alan L. Yuille
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Multispectral image classification using a mixture density model
Author(s): Sylvia S. Shen; Brian D. Horblit
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Automatic classification of active sonar data using time-frequency transforms
Author(s): Francesco Lari; Avideh Zakhor
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Segmentation and analysis of emission-computed-tomography images
Author(s): Valen E. Johnson; James E. Bowsher; Jiang Qian; Ronald J. Jaszczak
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Nonlinear multigrid methods of optimization in Bayesian tomographic image reconstruction
Author(s): Charles A. Bouman; Ken D. Sauer
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Adaptive image segmentation by quantization
Author(s): Hui Liu; David Y. Yun
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Image segmentation using an annealed Hopfield neural network
Author(s): Yungsik Kim; Sarah A. Rajala
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Parallel distributed algorithm for texture boundary localization
Author(s): Stephan D. Yhann; Tzay S. Young
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Neural network transformation of arbitrary Boolean functions
Author(s): Basit Hussain; Mansur R. Kabuka
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Data fusion through fuzzy reasoning applied to segmentation of multisensory images
Author(s): Muhamad Abdulghafour; T. Chandra; Mongi A. Abidi
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Fuzzy classification of remote-sensing images: a pseudocolor representation of fuzzy partitions
Author(s): Josep R. Casas; Alain Hillion; Christian Roux; Luis Torres; Antoni Gasull
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New prospect in image clustering from the fuzzy set theory
Author(s): Patrick Faurous
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Full design of fuzzy controllers using genetic algorithms
Author(s): Abdollah Mahin Homaifar; Ed McCormick
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Handwritten character recognition using the hybrid learning rule
Author(s): Richard J. Wood; Michael A. Gennert
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Reject mechanisms for massively parallel neural network character recognition systems
Author(s): Michael D. Garris; Charles L. Wilson
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Kohonen neural network for image coding based on iteration transformation theory
Author(s): Alexandru Bogdan; H. E. Meadows
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Pattern recognition by cooperating neural networks
Author(s): Yizhak Idan; Jean-Marie Auger
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Solution of the recirculant multilayer graph problem using compensated simulated annealing
Author(s): Wesley E. Snyder; Terri Johnson; David M. Herrington; Griff L. Bilbro
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Restoration and fusion of laser-range camera images
Author(s): Martin Beckerman; Frank J. Sweeney
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Topological separation versus weight sharing in neural net optimization
Author(s): Omid M. Omidvar; Charles L. Wilson
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Neural network for improving the performance of nearest neighbor classifiers
Author(s): Hong Yan
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Co-occurrence based features for automatic texture classification using neural networks
Author(s): Anwar Muhamad; Farzin Deravi
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Perceptron Hamming-stability learning rule for Hopfield associative memory
Author(s): Xinhua Zhuang; Yan Huang; Yunxin Zhao
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Training-set-based performance measures for data-adaptive decisioning systems
Author(s): Robert Y. Levine; Timothy S. Khuon
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Feature enhancement for multilayer perceptron and semicontinuous hidden Markov model-based classifiers using neural networks
Author(s): Gregory J. Clary; John H. L. Hansen
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Relaxation network for a feature-driven visual attention system
Author(s): Ruggero Milanese; Jean-Marc Bost; Thierry Pun
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Associative synthesis of geometrical scenes
Author(s): Gerhard Paass
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Epistemic utility estimation
Author(s): Darryl R. Morrell
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Derivation of edge detection algorithms from sample images: preliminary results
Author(s): David B. Sher
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Visual behavior: modeling 'hidden' purposes in motion
Author(s): Shaogang Gong
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Mitigating propagation losses in neural network pattern recognition through the atmosphere
Author(s): Donald W. Hoock; John C. Giever
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Neural net spectral pattern recognition
Author(s): Jorge V. Geaga; Thach C. Le; Charlene T. Sailer
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Satellite imagery and exogenous data integration by neural network in automatic land-cover classification
Author(s): Maria Suelena S. Barros; Maria Conceicao Amorim; Valter Rodrigues
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Generating future states in satellite imagery by neural networks
Author(s): Eduardo M.B. Alonso; Valter Rodrigues; Maria Conceicao Amorim
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Target detection in FLIR image sequence using neural network
Author(s): Roger A. Samy
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Image compression using neural network
Author(s): Jun Liu; Danwei Wang
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Criterion for correct recalls in associative-memory neural networks
Author(s): Han-Bing Ji
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Minimized morphological skeleton based on structuring-element shape analysis
Author(s): Tun-Wen Pai; John H. L. Hansen
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Inference for data fusion
Author(s): Lei-Jian Liu; Y. G. Gu; Jingyu Yang
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Adaptive image compression based on backpropagation neural networks
Author(s): Defu Cai; Ming Zhou
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Study of the neural network application in handwritten-digit recognition
Author(s): Xuan-Jing Shen
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Evolving neural network architecture
Author(s): John R. McDonnell; Donald E. Waagen
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Color human-face image recognition based on statistical model
Author(s): Ke Liu; Ren Jiang; Yong-Qing Cheng; Jingyu Yang; Tao Yan
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Computer simulation of turbulent jet structure radiography
Author(s): Kory A. Kodimer; Lynn A. Parnell; Robert S. Nelson; Patrick J. Papin
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Image reconstruction using higher order statistics information
Author(s): Jun Liu; Boon-Hee Soong
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Unsupervised neural network algorithm for image compression
Author(s): Dejun Cai; Wei Wang; Faguang Wan
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Combining LVQ with continuous-density hidden Markov models in speech recognition
Author(s): Mikko Kurimo; Kari Torkkola
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Description and recognition of faces from 3D data
Author(s): Anne M. Coombes; Robin Richards; Alfred David Linney; Vicki Bruce; Rick Fright
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Neural networks and their applications to computer data security
Author(s): Susamma Barua
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Stereo algorithm to reduce quantization noise effects in alarm systems
Author(s): Kevin W. J. Findlay; David Renshaw; Peter B. Denyer
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Statistical approaches to the tomographic reconstruction of finitely parameterized geometric objects
Author(s): Peyman Milanfar; William Clement Karl; Alan S. Willsky
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Remote discrimination of clouds using a neural network
Author(s): Stephen R. Yool; M. Brandley; C. Kern; Frank W. Gerlach; Ken L. Rhodes
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