Neural Information Processing: 20th International Conference, ICONIP 2013, Daegu, Korea, November 3-7, 2013. Proceedings, Part III

Front Matter....Pages -
Distance- and Direction-Dependent Synaptic Weight Distributions for Directional Spike Propagation in a Recurrent Network: Self-actuated Shutdown of Synaptic Plasticity....Pages 1-8
Modulated Neuronal Activity and Connectivity of Smoking Resist Using Real-Time fMRI Neurofeedback....Pages 9-16
Parameterized Digital Hardware Design of Pulse-Coupled Phase Oscillator Model toward Spike-Based Computing....Pages 17-24
Brain-Inspired e-Learning System Using EEG....Pages 25-32
A Method to Deal with Prospective Risks at Home in Robotic Observations by Using a Brain-Inspired Model....Pages 33-40
A Study on Region of Interest of a Selective Attention Based on Gestalt Principles....Pages 41-48
Triggered Initiation of Retrograde Wave Propagation in a Cable of FitzHugh-Nagumo Cells....Pages 49-54
Spiking Neural Network for On-line Cognitive Activity Classification Based on EEG Data....Pages 55-62
Spatio-temporal EEG Data Classification in the NeuCube 3D SNN Environment: Methodology and Examples....Pages 63-69
NeuCubeRehab: A Pilot Study for EEG Classification in Rehabilitation Practice Based on Spiking Neural Networks....Pages 70-77
NeuCube Neuromorphic Framework for Spatio-temporal Brain Data and Its Python Implementation....Pages 78-84
Vector Quantization Using Mixture of Epsilon-Insensitive Components....Pages 85-92
Applicability of ICA-Based Dimension Reduction in Fuzzy c -Means-Based Classifier....Pages 93-100
Random Segmentation Based Principal Component Analysis to Remove Residual MR Gradient Artifact in the Simultaneous EEG/fMRI: A Preliminary Study....Pages 101-107
Extracting Latent Dynamics from Multi-dimensional Data by Probabilistic Slow Feature Analysis....Pages 108-116
Challenges in Representation Learning: A Report on Three Machine Learning Contests....Pages 117-124
A Comparative Study on Image Retrieval Systems....Pages 125-132
Identifying Association between Longer Itemsets and Software Defects....Pages 133-140
Detection of Driving Fatigue Based on Grip Force on Steering Wheel with Wavelet Transformation and Support Vector Machine....Pages 141-148
Three-Way Nonparametric Bayesian Clustering for Handwritten Digit Image Classification....Pages 149-156
A Universal Visual Dictionary Learned from Natural Scenes for Recognition....Pages 157-165
Affective Abstract Image Classification and Retrieval Using Multiple Kernel Learning....Pages 166-175
Improving Accuracy for Image Parsing Using Spatial Context and Mutual Information....Pages 176-183
Text-Prompted Multistep Speaker Verification Using Gibbs-Distribution-Based Extended Bayesian Inference for Reducing Verification Errors....Pages 184-192
Dynamics of Neuronal Responses in the Inferotemporal Cortex Associated with 3D Object Recognition Learning....Pages 193-199
Multiple Metric Learning for Graph Based Human Pose Estimation....Pages 200-208
Motion Deblurring Using Super-Sparsity....Pages 209-216
Proposal of Ultra-Short-Pulse Acoustic Imaging Using Complex-Valued Spatio-temporal Neural-Network Null-Steering....Pages 217-224
Computational Study of Depth Perception for an Ambiguous Image Region: How Can We Estimate the Depth of Black or White Paper?....Pages 225-232
Learning a Sparse Representation for Robust Face Recognition....Pages 233-240
Stacked Denoising Autoencoders for Face Pose Normalization....Pages 241-248
A Wearable Cognitive Vision System for Navigation Assistance in Indoor Environment....Pages 249-257
Single-Image-Based Rain and Snow Removal Using Multi-guided Filter....Pages 258-265
Image Denoising Based on Overcomplete Topographic Sparse Coding....Pages 266-273
Predicting Emotional States of Images Using Bayesian Multiple Kernel Learning....Pages 274-282
Local Linear Spectral Hashing....Pages 283-290
Latency Modulation of Border Ownership Selective Cells in V1-V2 Feed-Forward Model....Pages 291-300
Zero-Crossings with the Precedence Effect for Sound Source Localization in Reverberant Conditions....Pages 301-308
Ensemble Joint Approximate Diagonalization by an Information Theoretic Approach....Pages 309-316
EM Training of Hidden Markov Models for Shape Recognition Using Cyclic Strings....Pages 317-324
Top-Down Biasing and Modulation for Object-Based Visual Attention....Pages 325-332
Hidden Markov Model for Action Recognition Using Joint Angle Acceleration....Pages 333-340
Level Set Initialization Based on Modified Fuzzy C Means Thresholding for Automated Segmentation of Skin Lesions....Pages 341-351
Occlusion-Robust Face Recognition Using Iterative Stacked Denoising Autoencoder....Pages 352-359
Image Classification Based on Weight Adjustment before Feature Pooling....Pages 360-367
Fast Approximated Discriminative Common Vectors Using Rank-One SVD Updates....Pages 368-375
Centering SVDD for Unsupervised Feature Representation in Object Classification....Pages 376-383
Improved HOG Descriptors in Image Classification with CP Decomposition....Pages 384-391
Phantom Elimination Based on Linear Stability and Local Intensity Disparity for Sonar Images....Pages 392-400
Composite Color Invariant Feature H ′ Applied to Image Matching....Pages 401-408
GPU-Based Real-Time Pedestrian Detection and Tracking Using Equi-Height Mosaicking Image....Pages 409-416
Feature Selection for HOG Descriptor Based on Greedy Algorithm....Pages 417-424
A Fault Diagnosis Method under Varying Rotate Speed Conditions Based on Auxiliary Particle Filter....Pages 425-432
Efficient Traffic Sign Detection Using Bag of Visual Words and Multi-scales SIFT....Pages 433-441
Image Feature Extraction and Similarity Evaluation Using Kernels for Higher-Order Local Autocorrelation....Pages 442-449
Integrated Multi-scale Retinex Using Fuzzy Connectivity Based on CIELAB Color Space for Preserving Color....Pages 450-457
Object Pose Estimation by Locally Linearly Embedded Regression....Pages 458-468
Single-Channel Speech Dereverberation Based on Non-negative Blind Deconvolution and Prior Imposition on Speech and Filter....Pages 469-476
Spectral Feature Extraction Using dNMF for Emotion Recognition in Vowel Sounds....Pages 477-484
Robust Visual Tracking Using Local Sparse Covariance Descriptor and Matching Pursuit....Pages 485-492
PCA-Based Appearance Template Learning for Contour Tracking....Pages 493-500
A Novel Variational PDE Technique for Image Denoising....Pages 501-508
Coronary Plaque Boundary Calculation in IVUS Image by Modified PMD Filter and Fuzzy Inference....Pages 509-516
Multiple Kernel Learning with Hierarchical Feature Representations....Pages 517-524
Effects of Large Constituent Size in Variable Neural Ensemble Classifier for Breast Mass Classification....Pages 525-532
Reduction of Ballistocardiogram Artifact Using EMD-AF....Pages 533-540
Exploring the Power of Kernel in Feature Representation for Object Categorization....Pages 541-548
A Novel Image Quality Index for Image Quality Assessment....Pages 549-556
Experimental Analysis of Moments of Predictive Deviations as Ensemble Diversity Measures for Model Selection in Time Series Prediction....Pages 557-565
Adaptive Multiple Component Metric Learning for Robust Visual Tracking....Pages 566-575
Empirical Evaluation on Deep Learning of Depth Feature for Human Activity Recognition....Pages 576-583
Salient Object Segmentation Based on Automatic Labeling....Pages 584-591
ICA for Separation of Respiratory Motion and Heart Motion from Chest Surface Motion....Pages 592-599
Real-Time Head Detection with Kinect for Driving Fatigue Detection....Pages 600-607
A Classification-Based Approach for Retake and Scene Detection in Rushes Video....Pages 608-615
Person Re-identification Using Deformable Part Models....Pages 616-623
Convolutional Neural Networks Learn Compact Local Image Descriptors....Pages 624-630
Back Matter....Pages -