Intelligent Computing in Signal Processing And Pattern Recognition

by Huang, De-shuang; Li, Kang; Irwin, George William

• ISBN13: 9783540372578
• ISBN10: 3540372571
• Format: Paperback
• Copyright: 2006-09-15
• Publisher: Springer Nature

Summary

" Intelligent Computing in Signal Processing and Pattern Recognition " constitutes the results of the International Conference on Intelligent Computing, ICIC 2006, held in Kunming, China, in August 2006. The carefully reviewed contributions are included in five volumes of edited books, including one volume of Lecture Notes in Computer Science (LNCS), one volume of Lecture Notes in Artificial Intelligence (LNAI), one volume of Lecture Notes in Bioinformatics (LNBI), and two volumes of Lecture Notes in Control and Information Sciences (LNCIS). The 149 revised full papers of this volume were reviewed and selected from over 3000 submissions, covering the field of Intelligent Computing in Signal Processing and Pattern Recognition, as well as a Special Session on Computing for Searching Strategies to Control Dynamic Processes.

Table of Contents

An 802.11-based location determination approach for context-aware system	p. 1
A face recognition system on distributed evolutionary computing using on-line GA	p. 9
A fuzzy Kohonen's competitive learning algorithm for 3D MRI image segmentation	p. 19
A hybrid genetic algorithm for two types of polygonal approximation problems	p. 30
A hybrid model for nondestructive measurement of internal quality of peach	p. 42
A novel approach in sports image classification	p. 54
A novel biometric identification approach based on human hand	p. 62
A novel color image watermarking method based on genetic algorithm	p. 72
A novel emitter signal recognition model based on rough set	p. 81
A novel model for independent radial basis function neural networks with multiresolution analysis	p. 90
A novelty automatic fingerprint matching system	p. 100
Abnormal pattern parameters estimation of control chart based on wavelet transform and probabilistic neural network	p. 112
An error concealment technique based on JPEG-2000 and projections onto convex sets	p. 120
An extended learning vector quantization algorithm aiming at recognition-based character segmentation	p. 131
Improved decision tree algorithm : ID3[superscript +]	p. 141
Application of support vector machines with binary tree architecture to advanced radar emitter signal recognition	p. 150
Automatic target recognition in high resolution SAR image based on electromagnetic characteristics	p. 162
Boosting in random subspace for face recognition	p. 172
Component-based human body tracking for posture estimation	p. 182
Computation of the probability on the number of solution for the P3P problem	p. 191
Context-awareness based adaptive classifier combination for object recognition	p. 201
Detecting all-zero coefficient blocks before transformation and quantization in H.264/AVC	p. 211
Efficient KPCA-based feature extraction : a novel algorithm and experiments	p. 220
Embedded system implementation for an object detection using stereo image	p. 230
Graphic editing tools in bioluminescent imaging simulation	p. 241
Harmonics real time identification based on ANN, GPS and distributed ethernet	p. 251
The synthesis of Chinese fine-brushwork painting for flower	p. 263
Hybrid Bayesian super resolution image reconstruction	p. 275
Image hiding based upon vector quantization using AES cryptosystem	p. 285
Image ownership verification via unitary transform of conjugate quadrature filter	p. 294
Inter layer intra prediction using lower layer information for spatial scalability	p. 303
Matching case history patterns in case-based reasoning	p. 312
Moment invariant based control system using hand gestures	p. 322
Multiple-ROI image coding method using maxshift over low-bandwidth	p. 334
Multi-resolution image fusion using AMOPSO-II	p. 343
Multiscale linear feature extraction based on beamlet transform	p. 353
Multisensor information fusion application to SAR data classification	p. 364
NDFT-based audio watermarking scheme with high robustness against malicious attack	p. 374
New multiple regions of interest coding using partial bitplanes scaling for medical image compression	p. 382
Particle swarm optimization for road extraction in SAR images	p. 392
Pattern recognition without feature extraction using probabilistic neural network	p. 402
Power transmission towers extraction in polarimetric SAR imagery based on genetic algorithm	p. 410
Synthesis texture by tiling s-Tiles	p. 421
Relaxation labeling using an improved Hopfield neural network	p. 430
Adaptive rank indexing scheme with arithmetic coding in color-indexed images	p. 440
Revisit to the problem of generalized low rank approximation of metrices	p. 450
Robust face recognition of images captured by different devices	p. 461
Robust feature extraction for mobile-based speech emotion recognition system	p. 470
Robust segmentation of characters marked on surface	p. 478
Screening of basal cell carcinoma by automatic classifiers with an ambiguous category	p. 488
Segmentation of mixed Chinese/English documents based on Chinese radicals recognition and complexity analysis in local segment pattern	p. 497
Sigmoid function activated blocking artifacts reduction algorithm	p. 507
Simulation of aging effects in face images	p. 517
Synthetic aperture radar image segmentation using edge entropy constrained stochastic relaxation	p. 528
The influence of channel coding on information hiding bounds and detection error rate	p. 538
Wavelet thinning algorithm based similarity evaluation for offline signature verification	p. 547
When uncorrelated linear discriminant analysis are combined with wavelets	p. 556
2D direct LDA for efficient face recognition	p. 566
3-D curve moment invariants for curve recognition	p. 572
3D ear reconstruction attempts : using multi-view	p. 578
A class of multi-scale models for image denoising in negative Hilbert-Sobolev spaces	p. 584
A detection algorithm of singular points in fingerprint images combining curvature and orientation field	p. 593
A mathematical framework for optical flow computation	p. 600
A method for camera pose estimation from object of a known shape	p. 606
A method of radar target recognition basing on wavelet packets and rough set	p. 614
A multi-resolution image segmentation method based on evolution of local variance	p. 620
A new denoising method with contourlet transform	p. 626
A novel authentication system based on chaos modulated facial expression recognition	p. 631
A novel computer-aided diagnosis system of the mammograms	p. 639
A partial curve matching method for automatic reassembly of 2D fragments	p. 645
A split/merge method with ranking selection for polygonal approximation of digital curve	p. 651
A training strategy of class-modular neural network classifier for handwritten Chinese character recognition	p. 657
Active set iteration method for new L2 soft margin support vector machine	p. 663
Adaptive eigenbackground for dynamic background modeling	p. 670
Adaptive content-based image retrieval using optimum fuzzy weight value	p. 676
An adaptive MRF-MAP motion vector recovery algorithm for video error concealment	p. 683
An efficient segmentation algorithm based on mathematical morphology and improved watershed	p. 689
An error concealment based on inter-frame information for video transmission	p. 696
An integration of topographic scheme and nonlinear diffusion filtering scheme for fingerprint binarization	p. 702
An intrusion detection model based on the maximum likelihood short system call sequence	p. 709
Analysis of shell texture feature of coscinodiscus based on fractal feature	p. 715
Associative classification approach for diagnosing cardiovascular disease	p. 721
Attentive person selection for human-robot interaction	p. 728
Basal cell carcinoma detection by classification of confocal Raman spectra	p. 735
Blind signal-to-noise ratio estimation algorithm with small samples for wireless digital communications	p. 741
Bootstrapping stochastic annealing EM algorithm for multiscale segmentation of SAR imagery	p. 749
BP neural network based SubPixel mapping method	p. 755
Cellular recognition for species of phytoplankton via statistical spatial analysis	p. 761
Combination of linear support vector machines and linear spectral mixed model for spectral unmixing	p. 767
Combining speech enhancement with feature post-processing for robust speech recognition	p. 773
Conic section function neural networks for sonar target classification and performance evaluation using ROC analysis	p. 779
3D map building for mobile robots using a 3D laser range finder	p. 785
Construction of fast and robust N-FINDR algorithm	p. 791
Dental plaque quantification using cellular neural network-based image segmentation	p. 797
Detection of microcalcifications using wavelet-based thresholding and filling diction	p. 803
ECG compression by optimized quantization of wavelet coefficients	p. 809
Effects on density resolution of CT image caused by nonstationary axis of rotation	p. 815
Embedded Linux remote control system to achieve the stereo image	p. 821
Estimation of omnidirectional camera model with one parametric projection	p. 827
Expert knowledge guided genetic algorithm for beam angle optimization problem in intensity-modulated radiotherapy planning	p. 834
Extracting structural damage features : comparison between PCA and ICA	p. 840
Face alignment using an improved active shape model	p. 846
Face detection with an adaptive skin color segmentation and eye features	p. 852
Fall detection by wearable sensor and one-class SVM algorithm	p. 858
Feature extraction and pattern classification on mining electroencephalography data for brain-computer interface	p. 864
Feature extraction of hand-vein patterns based on Ridgelet transform and local interconnection structure neural network	p. 870
Fuzzy support vector machines for automatic infant cry recognition	p. 876
Geodesic Gabriel graph based supervised nonlinear manifold learning	p. 882
Grouping sampling reduction-based linear discriminant analysis	p. 888
Hierarchical adult image rating system	p. 894
Shape representation based on polar-graph spectra	p. 900
Hybrid model method for automatic segmentation of mandarin TTS corpus	p. 906
ICIS : a novel coin identification system	p. 913
Image enhancement method for crystal identification in crystal size distribution measurement	p. 919
Image magnification using geometric structure reconstruction	p. 925
Image-based classification for automating protein crystal identification	p. 932
Inherit-based adaptive frame selection for fast multi-frame motion estimation in H.264	p. 938
Intelligent analysis of anatomical shape using multi-sensory interface	p. 945
Modeling expressive music performance in bassoon audio recordings	p. 951
Modeling MPEG-4 VBR video traffic by using ANFIS	p. 958
Multiple textural features based palmprint authentication	p. 964
Neural network deinterlacing using multiple fields	p. 970
Non-stationary movement analysis using wavelet transform	p. 976
Novel fault class detection based on novelty detection methods	p. 982
Novel scheme for automatic video object segmentation and tracking in MPEG-2 compressed domain	p. 988
Offline Chinese signature verification based on segmentation and RBFNN classifier	p. 995
On-line signature verification based on wavelet transform to extract characteristic points	p. 1002
Parameter estimation of multicomponent polynomial phase signals	p. 1008
Parameters estimation of multi-sine signals based on genetic algorithms	p. 1013
Fast vision-based camera tracking for augmented environments	p. 1018
Recognition of 3D objects from a sequence of images	p. 1024
Reconstruction of rectangular plane in 3D space using determination of non-vertical lines from hyperboloidal projection	p. 1030
Region-based fuzzy shock filter with anisotropic diffusion for adaptive image enhancement	p. 1036
Robust feature detection using 2D wavelet transform under low light environment	p. 1042
Robust music information retrieval in mobile environment	p. 1051
Robust speech feature extraction based on dynamic minimum subband spectral subtraction	p. 1056
Searching algorithm for shadow areas using correlation in fourier domain and its application	p. 1062
Shadow detection based on rgb color model	p. 1068
Shape analysis for planar barefoot impression	p. 1075
Statistical neural network based classifiers for letter recognition	p. 1081
The study of character recognition based on fuzzy support vector machine	p. 1087
Tracking, record, and analysis system of animal's motion for the clinic experiment	p. 1093
VEP estimation with feature enhancement by whiten filter for brain computer interface	p. 1101
Weight estimation for audio-visual multi-level fusion in bimodal speaker identification	p. 1107
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