CSDL - Proceedings I

Message from the President of IAPR (PDF)

pp. xvi

Message from the Program Chairs (PDF)

pp. xvii

Organizing Committees (PDF)

pp. xviii

Session D6M: Interpolation

Source Position Estimation Using Radial Basis Functions (Abstract)

A.R. Webb

P.N. Garner

pp. 3

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Curve and Surface Interpolation Using Rational Radial Basis Functions (Abstract)

W-H. Liao

J.K. Aggarwal

pp. 8

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Single View Recognition and Pose Estimation of 3D Objects Using Sets of Prototypical Views and Spatially Tolerant Contour Representations (Abstract)

Jürgen Dunker, University of Paderborn, Germany

Georg Hartmann, University of Paderborn, Germany

Martin Stöhr, University of Paderborn, Germany

pp. 14

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Session D6A: Robotics, Navigation and Action

Attention and Pattern Detection Using Sensory and Reactive Control Mechanisms (Abstract)

B. Taka' cs

H. Wechsler

pp. 19

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Knowledge-Based View Control of a Neural 3-D Object Recognition System (Abstract)

Ulrich Büker, University of Paderborn, Germany

Georg Hartmann, University of Paderborn, Germany

pp. 24

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Surface Modeling and Robot Path Generation Using Self-Organization (Abstract)

M. Varsta

P. Koikkalainen

pp. 30

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Performing Temporal Action with a Hand-Eye System Using the SHOSLIF Approach (Abstract)

W-S. Hwang

S.J. Howden

J. Weng

pp. 35

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Mutual Learning of Unsupervised Interactions between Mobile Robots (Abstract)

Christian Zanardi, ?cole Polytechnique, Montr?al, Canada

Paul Cohen, ?cole Polytechnique, Montr?al, Canada

Jean-Yves Hemv?, ?cole Polytechnique, Montr?al, Canada

pp. 40

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Incremental Learning for Vision-Based Navigation (Abstract)

J. Weng

S. Chen

pp. 45

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Session D6E: Object Recognition

Face Recognition Using Ensembles of Networks (Abstract)

pp. 50

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Learning to Recognise Talking Faces (Abstract)

pp. 55

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Learning Affine Transformations of the Plane for Model-Based Object Recognition (Abstract)

G. Bebis

M. Georgiopoulos

N. da Vitoria Lobe

M. Shah

pp. 60

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Dynamic Link Matching for Multiple Object Recognition (Abstract)

H. Umeki

H. Mizutani

pp. 65

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A Neural 3-D Object Recognition Architecture Using Optimized Gabor Filters (Abstract)

G. Heidemann

H. Ritter

pp. 70

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Triplet-Based Object Recognition Using Synthetic and Real Probability Models (Abstract)

K. Pulli

L.G. Shapiro

pp. 75

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Session D7M: Self Organization and Relaxation

Skeletal Shape Extraction from Dot Patterns by Self-Organization (Abstract)

pp. 80

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Maximum-Likelihood Design of Layered Neural Networks (Abstract)

J. Grim

pp. 85

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Unsupervised Segmentation of Gray Level Markov Model Textures with Hierarchical Self Organizing Maps (Abstract)

pp. 90

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Modeling Object Recognition as a Markov Decision Process (Abstract)

B.A. Draper

pp. 95

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A Markov Random Field Model of Subjective Contour Perception (Abstract)

P.R. Cooper

S. Hyun

P. Yuen

pp. 100

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Autoassociative Learning in Relaxation Labeling Networks (Abstract)

M. Pelillo

A.M. Fanelli

pp. 105

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Session D70: Object Recognition

3-D Object Recognition from Range Images by Using a Model-Based Hopfield-Style Matching Algorithm (Abstract)

H. Zha

H. Nanamegi

T. Nagata

pp. 111

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3-D Object Recognition Using Adaptive Scale MEG1 (Abstract)

pp. 117

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Matchability,-Oriented Feature Selection for Recognition Structure Learning (Abstract)

H. Yamakawa

pp. 123

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Incremental Distributed Classifier Building (Abstract)

pp. 128

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Recognition of Intersections in Corridors Environment (Abstract)

V. Bet-anger

J-Y. Her

pp. 133

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Using Machine Learning for Content-Based Image Retrieving (Abstract)

J. Dem. far

F. Solina

pp. 138

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A New Approach to Land-Based Cloud Classification (Abstract)

M. Peura

A. Visa

P. Kostamo

pp. 143

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Object Recognition by Fast Hypothesis Generation and Reasoning about Object Interactions (Abstract)

M. Westling

L.S. Davis

pp. 148

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Recognition by Recall (Abstract)

J.K. Wu

pp. 154

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Texture Classification Using N-Tuple Pattern Recognition (Abstract)

L. Hepplewhite

T.J. Stonham

pp. 159

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Adaptive Object Detection Based on Modified Hebbian Learning (Abstract)

Y-J. Zheng

B. Bihanu

pp. 164

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Automatic Model Construction for Object Recognition Using ISAR Images (Abstract)

S. Zhang

B. Bhanu

pp. 169

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The Classification of Industrial Sand-Ores by Image Recognition Methods (Abstract)

pp. 174

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Classification of Multisensor Remote-Sensing Images by Multiple Structured Neural Networks (Abstract)

F. Roli

S.B. Serpico

L. Bruzzone

pp. 180

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Multi-Valued and Universal Binary Neurons: Mathematical Model, Learning, Networks, Application to Image Processing and Pattern Recognition (Abstract)

Session D71: Memory

pp. 185

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Cubical Singular Simplex Model for 3D Objects and Fast Computation of Homology Groups (Abstract)

J. Chao

J. Nakayama

pp. 190

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Constructive and Robust Combination of Perceptrons (Abstract)

R. Eigenmann

J.A. Nossek

pp. 195

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Hierarchies of Autoassociators (Abstract)

pp. 200

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Session D72: Neural Networks and Statistics

Evaluation of an Anti-Regularization Technique in Neural Networks (Abstract)

T. Hase

pp. 205

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On the Small-Sample Behavior of the Class-Sensitive Neural Network (Abstract)

C.H. Chen

A. Jozwik

pp. 209

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Wavelet-FILVQ Classifier for Speech Analysis (Abstract)

pp. 214

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Feedforward Neural Networks for Bayes-Optimal Classification: Investigations into the Influence of the Composition of the Training Set on the Cost Function (Abstract)

A. Doering

H. Witte

pp. 219

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Piecewise-Linear Classifiers, Formal Neurons and Separability of the Leamig Sets (Abstract)

L. Bobrowski

pp. 224

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Bayesian Adaptation of Hidden Layers in Boolean Feedforward Neural Networks (Abstract)

W. Utschick

J.A. Nossek

pp. 229

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A 1 -NN Preclassifier for Fuzzy k-NN Rule (Abstract)

pp. 234

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On the Relationship between Neural Networks and Fuzzy Reasoning (Abstract)

M. Petrou

K.R. Sasikala

pp. 239

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Statistical Model-Based Estimation and Tracking of Non-Rigid Motion (Abstract)

pp. 244

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Detection of Moving Objects Using a Robust Displacement Estimation Including A Statistical Error Analysis (Abstract)

pp. 249

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Pretopological Approach for Supervised Learning (Abstract)

F. Lebourgeois

H. Emptoz

pp. 256

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Session D7A: Neural Networks and Statistics

Segments Matching: Comparison between a Neural Approach and a Classical Optimization Way (Abstract)

pp. 261

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A General Non-Linear Method for Modelling Shape and Location Image Objects (Abstract)

pp. 266

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On the Nonlinearity of Pattern Classifiers (Abstract)

A. Hoekstra

R. P. W. Duin

pp. 271

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Learned Adaptive Nonlinear Filtering for Anisotropic Diffusion Approximation in Image Processing (Abstract)

B. Fischl

E.L. Schwartz

pp. 276

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Neural Modeling of Piecewise Linear Classifiers (Abstract)

M. Vriesenga

J. SklansiGy

pp. 281

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Neural Network and Statistical Perspectives of Classification (Abstract)

L. Holmstrom

P. Koistinen

J. Laaksonen

E. Oja

pp. 286

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Session D7E: Memory and Reinforcement Learning

An Analysis of the Exponential Correlation Associative Memory (Abstract)

E.R. Hancock

M. Pelillo

pp. 291

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Space/Time Tradeoffs for Associative Memory (Abstract)

A. J. Grove

D. W. Jacobs

pp. 296

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A Parallel Algorithm for Octree Generation from Polyhedral Shape Representation (Abstract)

Y. Kitamura

F. Kishino

pp. 303

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Delayed Reinforcement Learning for Closed-Loop Object Recognition (Abstract)

J. Peng

B. Bhanu

pp. 310

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Session D8M: Feature Detection and Grouping

Analytical Feature Extraction and Spectral Summation (Abstract)

T. Windeatt

R. Tebbs

pp. 315

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Feature Extraction by Neural Network Nonlinear Mapping for Pattern Classification (Abstract)

pp. 320

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A Neural Network-Based Algorithm to Detect Dominant Points from the Chain-Code of a Contour (Abstract)

J.M. Sanchiz

J.M. Iiiesta

F. Pla

pp. 325

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3D-Measurement of Geometrical Shapes by Photogrammetry and Neural Networks (Abstract)

pp. 330

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Adaptive Filtering of Distorted Displacement Vector Fields Using Artifical Neural Networks (Abstract)

pp. 335

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Preattentive Grouping and Attentive Selection for Early Visual Computation (Abstract)

W.A. Fellenz

G. Hartmann

pp. 340

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Session D80: Segmentation and Clustering

Automatic Estimation of the LVQ-1 Parameters: Applications to Multispectral Image Classification (Abstract)

F.J. Cortijo

N. Perez de la Blanca

pp. 346

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Fast Vector Quantizer on Neural Clustering Networks Providing Globally Optimal Cluster Solutions (Abstract)

pp. 351

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Unsupervised Segmentation of Surface Defects (Abstract)

J. livarinen

J. Rauhamaa

A. Visa

pp. 356

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Correction of Systematic Errors in Automatically Produced Boundaries from Low Contrast Ventriculograms (Abstract)

pp. 361

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Picture Segmentation with Introducing an Anisotropic Preliminary Step to an MRF Model with Cellular Neural Networks (Abstract)

T. Sziranyi

L. Cztini

pp. 366

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Robust Recognition of White Blood Cell Images (Abstract)

pp. 371

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Motion Segmentation by Fuzzy Clustering with Automatic Determination of the Number of Motions (Abstract)

B. Due

P. Schroeter

J. Bigiin

pp. 376

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Unsupervised Texture Segmentation by Hebbian Learnt Cortical Cells (Abstract)

L. Hepplewhite

T.J. Stonham

pp. 381

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Bucket Processing: A Paradigm for Image Processing (Abstract)

J.G.E. Olk

P.P. Jonker

pp. 386

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A.C. W. Kotchefi A. Redhead

Shape Model Analysis of THR Radiographs (Abstract)

C.J. Taylor

D. W.L. Hukins

pp. 391

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Why Handwriting Segmentation Can Be Misleading? (Abstract)

R. Plamondon

W. Guerfali

pp. 396

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Image Reconstruction Using High-Level Constraints (Abstract)

pp. 401

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Session D81: Robotics Navigation + Action

Task-Relevant Relaxation Network for Visuo-Motory Systems (Abstract)

F.H. Hamker

H-M. Gross

pp. 406

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Seeing the Chraracter Images that an OCR System Sees - Analysis by Genetic Algorithm (Abstract)

H. Sakano

H. Kida

N. Mukawa

pp. 411

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Multirobot Convoying Using Neuro-Fuzzy Control (Abstract)

K.C. Ng

M.M. Trivedi

pp. 417

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Session D82: Document Analysis/Handwriting

On-Line Handwriting Character String Separation Method Using Network Expression (Abstract)

pp. 422

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Recognition of Unconstrained Handwritten Numerals by Doubly Self-Organizing Neural Network (Abstract)

S-B. Cho

pp. 426

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A New Neuro-Fuzzy System for Logical Labeling of Documents (Abstract)

pp. 431

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A Hybrid Feature Extraction Framework for Handwritten Numeric Fields Recognition (Abstract)

J-H. Chiang

P. Gader

pp. 436

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Handwritten Numeral Recognition with the Improved LDA Method (Abstract)

pp. 441

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Highly Accurate Recognition of Printed Korean Charcters through an Improved Grapheme Recognition Method (Abstract)

pp. 447

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Multiple Experts Recognition System Based on Neural Network (Abstract)

S. Wang

X. Zhu

Y. Jin

pp. 452

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A Parallel Thinning Algorithm with Two-Subiteration that Generates One-Pixel-Wide Skeletons (Abstract)

Y. Y. Zhang

P.S. P. Wang

pp. 457

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Session D8A: Neural Networks and Segmentation/Clustering

Hopfield Neural Network with Prespecified Time Convergence for the Segmentation of Brain MR Images (Abstract)

R. Sammouda

N. Niki

H. Nishitani

pp. 462

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Stability Study of Some Neural Networks Applied to Tissue Characterization of Brain Magnetic Resonance Images (Abstract)

A. Visa

pp. 472

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A Fuzzy ARTMAP-Based Classification System for Detecting Cancerous Cells, Based on the One-Class Problem Approach (Abstract)

pp. 478

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A Simulated Annealing Approach to Construct Optimized Prototypes for Nearest-Neighbor Classification (Abstract)

K. Liu

pp. 483

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Large-Scale Parallel Data Clustering (Abstract)

D. Judd

P. K. McKinley

A. K. Jain

pp. 488

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Model-Based Learning of Segmentations (Abstract)

A. Hoogs

R. Bajcsy

pp. 494

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Session D8E: Handwritten Character Recognition

Challenges in Document Recognition: Bottom Up and Down Processes (Abstract)

T. Pavlidis

pp. 500

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Off-Line Cursive Handwriting Recognition Compared with On-Line Recognition (Abstract)

pp. 505

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A Segmentation and Recognition Strategy for Handwritten Phrases (Abstract)

G. Kim

V. Govindaraju

S.N. Srihari

pp. 510

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Adaptive Discrimination in an HMM-Based Neural Predictive System for On-Line Word Recognition (Abstract)

pp. 515

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Constraint Tangent Distance for On-Line Character Recognition (Abstract)

H. Schwenk

M. Milgram

pp. 520

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Session D9M: Genetic Algorithm and Biological Models

Reconstruction of Neutron Penumbral Images by a Constrained Genetic Algorithm (Abstract)

pp. 525

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Binary Linear Decision Tree with Genetic Algorithm (Abstract)

Y. Zhao

pp. 530

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Detection of Geometric Shapes by the Combination of Genetic Algorithm and Subpixel Accuracy (Abstract)

Y. Wang

N. Funakubo

pp. 535

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Nonlinear Interaction of ON and OFF Data Streams for the Detection of Visual Structure (Abstract)

pp. 540

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The Generation of Motion Kinematics Using a Time-Delay Neural Network (Abstract)

M.J.S. Day

J.S. Payne

pp. 545

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An Algorithm Derived from Thalamocortical Circuitry Stores and Retrieves Temporal Sequences (Abstract)

pp. 550

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Session D90: Learning to Use Formal Languages

A New Self-Organizing Neural Network Using Geometric Algebra (Abstract)

pp. 555

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Error Correction Scheme Augumented with Statistical and Lexical Learning Capability, for Japanese OCR (Abstract)

K. Muraki

pp. 560

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Learning Bidimensional Context-Dependent Models Using a Context-Sensitive Language (Abstract)

M. Sainz

A. Sanfeliu

pp. 565

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Session D91: Architectures

Multiresolution Skeletonization in Binary Pyramids (Abstract)

G. Borgefors

G. Sanniti di Baja

pp. 570

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An Integrated Memory Array Processor with a Synchronous-DRAM Interface for Real-Time Vision Applications (Abstract)

pp. 575

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Multiple Recognizers System Using Two-Stage Combination (Abstract)

J. Paik

S-B. Cho

K. Lee

Y. Lee

pp. 581

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An Improved Backpropagation Neural Network Learning (Abstract)

I. P. Stoyanov

pp. 586

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Concurrent Radar Image Shape-from-Shading on High-Performance Computers (Abstract)

A. Goller

pp. 589

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A VLSI System Architecture for Lossless Image Compression (Abstract)

pp. 594

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Knowledge-Based Integration of IU Algorithms (Abstract)

pp. 599

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Binary PACT (Abstract)

H. Yoshii

pp. 606

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A Dynamic Frequency Linear Array Processor for Image Processing (Abstract)

pp. 611

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A Parallel Partial-Sums Computation on a Pyramid Machine (Abstract)

L. Cinque

pp. 616

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Connected Component Support for Image Analysis Programs (Abstract)

A. Biancardi

A. Merigot

pp. 620

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SIMD Algorithms for Single Link and Complete Link Pattern Clustering (Abstract)

S. Arumugavelu

N. Ranganathan

pp. 625

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Session D92: Interpolation

Adaptive Radial Basis Functions (Abstract)

A.R. Webb

S. Shannon

pp. 630

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Nonlinear Feature Extraction with Radial Basis Functions Using a Weighted Multidimensional Scaling Stress Measure (Abstract)

A.R. Webb

pp. 635

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An Efficient Method to Construct a Radial Basis Function Neural Network Classifier and Its Application to Unconstrained Handwritten Digit Recognition (Abstract)

Y-S. Hwang

S-Y. Bang

pp. 640

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An RBF Network with Tunable Function Shape (Abstract)

L. Kuncheva

S. Hadjitodorov

pp. 645

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Radial Basis Function Networks and Nonparametric Classification: Complexity Regularization and the Rates of Convergence (Abstract)

A. Krzyiak

T. Linder

pp. 650

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Complexity Optimization of Adaptive RBF Networks (Abstract)

A. Leonardis

H. Bischof

pp. 654

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Session D93: Biological Models/Genetic Algorithms

Performance Comparison of Two Evolutionary Schemes (Abstract)

P. Dutta

D. DuttaMajumder

pp. 659

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On the Local Optimality of Image Quantizers (Abstract)

pp. 664

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Object Modeling from Multiple Images Using Genetic Algorithms (Abstract)

H. Saito

M. Mori

pp. 669

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3D Shape Recovery from Two-Color Image Sequences Using a Genetic Algorithm (Abstract)

Y-L. Tian

H.T. Tsui

pp. 674

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Connectionist Cognitive Processng for Invariant Pattern Recognition (Abstract)

F. Alexandre

pp. 679

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Shape Extraction of Transparent Object Using Genetic Algorithm (Abstract)

S. Hata

pp. 684

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Genetic Algorithms for Free-Form Surface Matching (Abstract)

K. Brunnstriim

A. J. Stoddart

pp. 689

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A Parallel Genetic Algorithm for Image Restoration (Abstract)

X. Fang

pp. 694

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Session D9A: Architectures and Distributed Algorithms

Parallel Architecture Dedicated to Connected Component Analysis (Abstract)

E. Mozef

J. Jaber

E. Tisserand

S. Webe

pp. 699

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Structural Adaptation in Mixture of Experts (Abstract)

V. Ramamurti

J. Ghosh

pp. 704

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An Introduction to Morphological Neural Networks (Abstract)

G.X. Ritter

P. Sussner

pp. 709

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A New Recurrent Neural Network Architecture for Pattern Recognition (Abstract)

pp. 718

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A VLSI Array Processor Accelerator for k-NN Classification (Abstract)

pp. 723

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Data Distribution Concepts for Parallel Image Processing (Abstract)

M. Nfille

G. Schreiber

pp. 728

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Session D9E: Attention, Learning and Vision

A Computational Model of Depth-Based Attention (Abstract)

A. Maki

P. Nordlund

J-O. Eklundh

pp. 734

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Vergence and Tracking Fusing Log-Polar Images (Abstract)

pp. 740

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Learning of Context-Sensitive Languages Described by Augmented Regular Expressions (Abstract)

R. Alquezar

A. Sanfeliu

pp. 745

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Learning Class Regions by the Union of Ellipsoids (Abstract)

M. Kositsky

S. Pullman

pp. 750

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S. Bandyopadhyay. C.A. Murthy

GA-Based Pattern Classification: Theoretical and Experimental Studies (Abstract)

S.K. Pal

pp. 758

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Linear Classifiers in Perceptron Design (Abstract)

S. Raudys

pp. 763

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Author Index (PDF)

pp. 769