(Return to ICNN97 Homepage) (Return to ICNN'97 Agenda)
ICNN'97 FINAL PAPER LIST
PR: PATTERN RECOGNITION & IMAGE PROCESSING
Oral Sessions: PR1, PR2, PR3, PR4, PR5, PR6 Poster Session: PRP2
Session Chairs:
PR1 Mon (AM) Sunanda Mitra, Texas Tech University
PR2 Mon (PM) Srinivas Gutta, George Mason University
PR3 Tues (AM) Chester Ornes, University of California, Irvine
PR4 Wed (AM) Hisao Ishibuchi, Osaka Prefecture University
PR5 Thurs (AM) Frank Rhee, Hanyang University
PR6 Thurs (PM) Mark Rubin, Boston University
SESSION PR1: Monday, June 9, 1997; 10:50 - 12:30 (Return to Top)
ICNN97 Pattern Recognition & Image Processing Session: PR1A Paper Number: 611 Oral
accelerating back propagation in human face recognition
D.J. Evans, M.H. Ahmad Fadzil and Z. Zainuddin
Keywords: back propagation human face recognition convergence rate
_____
ICNN97 Pattern Recognition & Image Processing Session: PR1B Paper Number: 374 Oral
Gender classification of human faces
Srinivas Gutta and Harry Wechsler
Keywords: human face classification gender FERET database
_____
ICNN97 Pattern Recognition & Image Processing Session: PR1C Paper Number: 670 Oral
Hybrid approaches to frontal view face recognition using the neural network
Kang Sik Yoon, Young Kug Ham and Rae-Hong Park
Keywords: Hybrid approaches frontal view face recognition artificial neural network
_____
ICNN97 Pattern Recognition & Image Processing Session: PR1D Paper Number: 69 Oral
Automatic facial feature extraction by applying genetic algorithms
Chun-Hung Lin and Ja-Ling Wu
Keywords: Feature extraction Genetic Algorithms Estimation region growing
_____
ICNN97 Pattern Recognition & Image Processing Session: PR1E Paper Number: 239 Oral
A principal component based BDNN for face recognition
L. J. Chen and H. C. Fu
Keywords: principal component BDNN face recognition
_____
SESSION PR2: Monday, June 9, 1997; 13:50 - 15:50 PM (Return to Top)
ICNN97 Pattern Recognition & Image Processing Session: PR2A Paper Number: 296 Oral
Two-stage neural network for volume segmentation of medical images
Mohamed N. Ahmed and Aly A. Farag
Keywords: neural network volume segmentation medical images
_____
ICNN97 Pattern Recognition & Image Processing Session: PR2B Paper Number: 236 Oral
An RBF based classifier for detection of microcalcifications in mammograms with outlier rejection capability
A. Hojjatoleslami, L. Sardo and J. Kittler
Keywords: RBF classifier outlier mammograms
_____
ICNN97 Pattern Recognition & Image Processing Session: PR2C Paper Number: 598 Oral
Tumour detection with NMR spectroscopy: current state and future prospects for the application of neural networks
P. J. G. Lisboa, W. El-Deredy, N. M. Branston and A.R. Mehri-Dehnavi
Keywords: Tumour detection NMR spectroscopy artificial neural network
_____
ICNN97 Pattern Recognition & Image Processing Session: PR2D Paper Number: 667 Oral
Recognition of handwritten digits using structural information
Sven Behnke, Marcus Pfister and Raul Rojas
Keywords: handwritten digit recognition structural information feature extraction
_____
ICNN97 Pattern Recognition & Image Processing Session: PR2E Paper Number: 541 Oral
A neuro-fuzzy approach to recognize arabic handwritten characters
Adel M. Alimi
Keywords: neuro-fuzzy arabic handwritten characters cursive handwriting fuzzy membership
_____
ICNN97 Pattern Recognition & Image Processing Session: PR2F Paper Number: 575 Oral
An empirical evaluation of bagging and boosting for artificial neural networks
David W. Opitz and Richard Maclin
Keywords: bagging boosting artificial neural networks
_____
SESSION PR3: Tuesday, June 10, 1997; 10:00 - 12:00 (Return to Top)
ICNN97 Pattern Recognition & Image Processing Session: PR3A Paper Number: 457 Oral
Evolutionary radial basis neural networks
Nicolaos B. Karayiannis and Weiqun Mi
Keywords: Evolutionary radial basis neural networks hybrid learning pattern classification
_____
ICNN97 Pattern Recognition & Image Processing Session: PR3B Paper Number: 655 Oral
Determination of the number of components in Gaussian mixtures based on agglomerative clustering
Swarup Medasani and Raghu Krishnapuram
Keywords: Gaussian mixtures agglomerative clustering expectation maximization number of components
_____
ICNN97 Pattern Recognition & Image Processing Session: PR3C Paper Number: 272 Oral
Soft-competitive-growing classifier with unsupervised fine-tuning
Jose L. Alba, Laura Docio, and Simon ruibal
Keywords: EM algorithm Paramter estimation Classification
_____
ICNN97 Pattern Recognition & Image Processing Session: PR3D Paper Number: 77 Oral
Parallel Stochastic grammar induction
Stefan C. Kremer
Keywords: stichastic grammar induction recurrent netorks
_____
ICNN97 Pattern Recognition & Image Processing Session: PR3E Paper Number: 61 Oral
Combining statistical pattern recognition approach with neural networks for recognition of large-set categories
Yoshimasa Kimura, Toru Wakahara, and Kazumi Odaka
Keywords: Statistical Pattern recognition Classification character recognition
_____
ICNN97 Pattern Recognition & Image Processing Session: PR3F Paper Number: 354 Oral
Possibilistic fuzzy classification using neural networks
Hisao Ishibuchi and Manabu Nii
Keywords: pattern classification fuzzy classification possibility analysis reject option
_____
SESSION PR4: Wednesday, June 11, 1997; 10:00 - 12:00 AM (Return to Top)
ICNN97 Pattern Recognition & Image Processing Session: PR4A Paper Number: 111 Oral
Unsupervised Hierarchical fingerprint matching
A. Murat Ozbayoglu and Cihan H. Dagli
Keywords: Hierarchical classification model identification fingerprint matching unsupervised classification
_____
ICNN97 Pattern Recognition & Image Processing Session: PR4B Paper Number: 312 Oral
Structural adaptation in neural networks with application to land mine detection
Sassan Sheedvash and Mahmood R. Azimi-Sadjadi
Keywords: Structural adaptation land mine detection orthogonal projection
_____
ICNN97 Pattern Recognition & Image Processing Session: PR4C Paper Number: 291 Oral
A visual multi-expert neural classifier
Chester Ornes and Jack Sklansky
Keywords: multi-expert neural classifier automatic pattern classifier dimensionality reduction
_____
ICNN97 Pattern Recognition & Image Processing Session: PR4D Paper Number: 562 Oral
Efficient indexing for object recognition using large neural networks
Mark R. Stevens, Charles W. Anderson and J. Ross Beveridge
Keywords: Efficient indexing object recognition template matching
_____
ICNN97 Pattern Recognition & Image Processing Session: PR4E Paper Number: 626 Oral
ARTMAP-FD: Familiarity discrimination applied to radar target recognition
Gail A. Carpenter, Mark A. Rubin and William W. Streilein
Keywords: ARTMAP-FD Familiarity discrimination radar target recognition
_____
ICNN97 Pattern Recognition & Image Processing Session: PR4F Paper Number: 622 Oral
Multiscale image factorization
John L. Johnson, Mary Lou Padgett and William A. Friday
Keywords: Multiscale image factorization hierarchical image decomposition noise
_____
SESSION PR5: Thursday, June 12, 1997; 10:00 - 12:00 PM (Return to Top)
ICNN97 Pattern Recognition & Image Processing Session: PR5A Paper Number: 24 Oral
Soft classification by extension
Yoram Baram
Keywords: Soft classification relative separator domain of indecision
_____
ICNN97 Pattern Recognition & Image Processing Session: PR5B Paper Number: 357 Oral
A scalable method for classifier knowledge reuse
K. Bollacker and J. Ghosh
Keywords: classifier learning maximum likelihood
_____
ICNN97 Pattern Recognition & Image Processing Session: PR5C Paper Number: 461 Oral
some further studies on detection number of clusters
Yiu-Ming Cheung and Lei Xu
Keywords: number of clusters unsupervised learning clustering
_____
ICNN97 Pattern Recognition & Image Processing Session: PR5D Paper Number: 325 Oral
Feature extraction from wavelet coefficients for pattern recognition tasks
Stefan Pittner and Sagar V. Kamarthi
Keywords: Feature extraction wavelet coefficients pattern recognition
_____
ICNN97 Pattern Recognition & Image Processing Session: PR5E Paper Number: 411 Oral
Fuzzy image enhancement and associative feature matching in radiotherapy
G. Krell, H. R. Tizhoosh, T. Lilienblum, C. J. Moore and B. Michaelis
Keywords: Fuzzy image enhancement associative feature matching radiotherapy
_____
ICNN97 Pattern Recognition & Image Processing Session: PR5F Paper Number: 594 Oral
A fault tolerant chinese bank check recognition system based on SOM neural networks
Wang Song, Ma Feng and Xia Shaowei
Keywords: chinese bank check recognition system, SOM neural networks, Learning Vector Quantization
Abstract:
_____
SESSION PR6: Thursday, June 12, 1997; 13:20 - 15:20 PM (Return to Top)
ICNN97 Pattern Recognition & Image Processing Session: PR6A Paper Number: 203 Oral
JPEG post processing image enhancement
Alex Lopez, Angel Torres and Shawn Hunt
Keywords: Image Enhancement Image filtering JPEG image compression
_____
ICNN97 Pattern Recognition & Image Processing Session: PR6B Paper Number: 446 Oral
Improved dynamic bit allocation in image coding using a self-organizing map with learning vector quantization
Joao Souza Neto, Sebastiao do Nascimento and Francisco Assis de O. Nascimento
Keywords: dynamic bit allocation image coding self-organizing map learning vector quantization
_____
ICNN97 Pattern Recognition & Image Processing Session: PR6C Paper Number: 472 Oral
A neural implementation of interpolation with a family of kernels
Frank M. Candocia and Jose C. Principe
Keywords: interpolation kernels SOFM
_____
ICNN97 Pattern Recognition & Image Processing Session: PR6D Paper Number: 222 Oral
Automatic extraction of drainage networks from digital terrain elevation data: a local network approach
A. Fern, M. T. Musavi, and J. Miranda
Keywords: drainage networks digital terrain elevation local network
_____
ICNN97 Pattern Recognition & Image Processing Session: PR6E Paper Number: 385 Oral
Low bit rate image compression with orthogonal projection pursuit neural networks
Hamid R. Rabiee, S. R. Safavian and R. L. Kashyap
Keywords: Low bit rate image compression orthogonal projection pursuit projection pursuit neural networks
_____
ICNN97 Pattern Recognition & Image Processing Session: PR6F Paper Number: 47 Oral
A Neural network incorporating adaptive gabor filters for image texture classification
Keisuke Kameyama, Kenzou Mori, and Yukio Kosugi
Keywords: Gabor filters texture classification back propagation training
_____
SESSION PRP2: Wednesday, June 11, 1997; 16:00 - 18:20 PM (Return to Top)
ICNN97 Learning & Memory Session: PRP2 Paper Number: 591 Poster
Resolutionable cellular neural networks
Mamoru Tanaka, Kenya Jin'no, Jun'ichi Miyata, Masaaki Imaizumi, Toshiaki Shingu and Hiroshi Inoue
Keywords: Resolutionable cellular neural networks spatio-temporal dynamics RGB color
_____
ICNN97 Pattern Recognition & Image Processing Session: PRP2 Paper Number: 2 Poster
Face recognition system based on neural networks and fuzzy logic
Ahmad Fadzil M. H. and Lim Cheah Choon
Keywords: Face recognition neural networks fuzzy logic
_____
ICNN97 Pattern Recognition & Image Processing Session: PRP2 Paper Number: 163 Poster
Competitive neural networks as adaptive algorithms for non-stationary clustering: experimental results on the color quantization of image sequences
A. I. Gonzalez and M. Grana
Keywords: Competitive neural networks non-stationary clustering color quantization
_____
ICNN97 Pattern Recognition & Image Processing Session: PRP2 Paper Number: 194 Poster
Evolutionary artificial neural networks for competitive learning
A.D. Brown and H. C. Card
Keywords: Evolutionary artificial neural networks competitive learning genetic algorithm
_____
ICNN97 Pattern Recognition & Image Processing Session: PRP2 Paper Number: 255 Poster
Identifying contact formations from force signals: A comparison of fuzzy and neural network classifiers
Marjorie Skubic, Shawn P. Castrianni, and Richard A. Volz
Keywords: Fuzzy logic Classification Membership function generation
_____
ICNN97 Pattern Recognition & Image Processing Session: PRP2 Paper Number: 125 Poster
Genetic algorithms for clustering, feature selection and classification
Lin Yu Tseng and Shiueng Bien Yang
Keywords: Genetic Algorithms Clustering Feature selection Classification
_____
ICNN97 Pattern Recognition & Image Processing Session: PRP2 Paper Number: 176 Poster
A knowledge-based approach for fault detection and isolation in analog circuits
Mohamed A. El-Gamal
Keywords: Fault detection rule based connectionist NN Fault isolation
_____
ICNN97 Pattern Recognition & Image Processing Session: PRP2 Paper Number: 198 Poster
Image retrieval System capable of learning the user's sensibility using neural networks
Yoshiteru Yageyama and Hideo Saito
Keywords: Image retreival Learning
_____
ICNN97 Pattern Recognition & Image Processing Session: PRP2 Paper Number: 335 Poster
Adapting the 2-class recursive deterministic perceptron neural network to m-classes
Mohamed Tajine, David Elizondo, Emile Fiesler and Jerzy Korczak
Keywords: 2-class recursive deterministic perceptron ne linear separability 2-valued RDP
_____
ICNN97 Pattern Recognition & Image Processing Session: PRP2 Paper Number: 671 Poster
Rough fuzzy set theoretic approach to evaluate the importance of input features in classification
Manish Sarkar and B. Yegnanarayana
Keywords: Rough fuzzy sets input features classification
_____
ICNN97 Pattern Recognition & Image Processing Session: PRP2 Paper Number: 464 Poster
An experimental comparative study on several soft and hard-cut EM algorithms for mixture of experts
Wing-kai Lam, Fai Yung and Lei Xu
Keywords: hard-cut EM algorithms soft-cut EM algorithms EM algorithm mixture of experts
_____
ICNN97 Pattern Recognition & Image Processing Session: PRP2 Paper Number: 242 Poster
Texture segmentation using gaussian markov random fields and LEGION
Erdogan Cesmeli and DeLiang Wang
Keywords: Texture segmentation gaussian markov random fields LEGION
_____
ICNN97 Pattern Recognition & Image Processing Session: PRP2 Paper Number: 50 Poster
Theoretical and experimental analyses of restoring degraded images based on contenues hopfield networks
Lei Wang and Yulong Mo
Keywords: image restoration Hopfield Neural Networks
_____
ICNN97 Pattern Recognition & Image Processing Session: PRP2 Paper Number: 421 Poster
A comparative study of layered neural networks on misclassification in pattern recognition
Kenichi Takahashi
Keywords: layered neural networks misclassification pattern recognition
_____
ICNN97 Pattern Recognition & Image Processing Session: PRP2 Paper Number: 554 Poster
Blind deconvolution by self-organization
Wen-Pin tai, Ruei-Sung Lin and Cheng-Yuan Liou
Keywords: Blind deconvolution self-organization blurred images
_____
ICNN97 Pattern Recognition & Image Processing Session: PRP2 Paper Number: 302 Poster
A neural network classifier for conflicting information environments
Pu Sun and Kenneth Marko
Keywords: neural network classifier conflicting information environments non-convergence phenomena
_____
ICNN97 Pattern Recognition & Image Processing Session: PRP2 Paper Number: 581 Poster
Non-stationary texture segmentation using an AM-FM model
M.S. Pattichis, C. Christodoulou, C.S. Pattichis and A.C. Bovik
Keywords: Non-stationary texture segmentation AM-FM model Learning vector quantization
_____
ICNN97 Pattern Recognition & Image Processing Session: PRP2 Paper Number: 486 Poster
Invariant pattern recognition of 2D images using neural networks and frequency-domain representation
Fernando Cesar C. De Castro, Jose Nelson Amaral and Paulo Roberto G. Franco
Keywords: Invariant pattern recognition 2D images frequency-domain representation
_____
ICNN97 Pattern Recognition & Image Processing Session: PRP2 Paper Number: 418 Poster
A committee of networks classifier with multi-resolution feature extraction for automatic target recognition
Lin-Cheng Wang, Sandor Der, and Nasser M. Nasrabadi
Keywords: Neural Net Classifier Automatic Target recognition FLIR imagery stacked generalization
_____
ICNN97 Pattern Recognition & Image Processing Session: PRP2 Paper Number: 331 Poster
Evolutionary CT image reconstruction from a small number of projections
Zensho Nakao, Midori Takashibu and Yen-Wei Chen
Keywords: CT image genetic algorithms gray level image reconstruction from projections
_____
ICNN97 Pattern Recognition & Image Processing Session: PRP2 Paper Number: 592 Poster
Fast inner-outer point evaluation in a generalization polytopic domain
Osvaldo Agamennoni and Pablo S. Mandolesi
Keywords: inner-outer point evaluation generalization polytopic domain interpolation
_____
ICNN97 Pattern Recognition & Image Processing Session: PRP2 Paper Number: 287 Poster
Neural trees for image segmentation
Iren Valova and Yukio Kosugi
Keywords: Neural trees image segmentation magnetic resonance images