Neural information processing : 20th International Conference, ICONIP 2013, Daegu, Korea, November 3-7, 2013. Proceedings. Part III / Minho Lee, Akira Hirose, Zeng-Guang Hou, Rhee Man Kil (eds.).

By: (20th : ICONIP (Conference) (20th : 2013 : Taegu, Korea)
Contributor(s): Lee, Minho [editor.]
Material type: TextTextSeries: SerienbezeichnungLecture notes in computer science: 8228.; LNCS sublibrary: Publisher: Heidelberg : Springer, 2013Description: 1 online resource (xviii, 638 pages) : illustrationsContent type: text Media type: computer Carrier type: online resourceISBN: 9783642420511; 3642420516; 3642420508; 9783642420504Other title: ICONIP 2013Subject(s): Neural networks (Computer science) -- Congresses | Neural Networks, Computer | Neural networks (Computer science)Genre/Form: Congress. | Electronic books. | Ebook. | Conference papers and proceedings. Additional physical formats: Printed edition:: No titleDDC classification: 006.3/2 LOC classification: QA76.87Online resources: Click here to access online
Contents:
Distance- and Direction-Dependent Synaptic Weight Distributions for Directional Spike Propagation in a Recurrent Network: Self-actuated Shutdown of Synaptic Plasticity / Toshikazu Samura, Yutaka Sakai and Hatsuo Hayashi -- Modulated Neuronal Activity and Connectivity of Smoking Resist Using Real-Time fMRI Neurofeedback / Dong-Youl Kim and Jong-Hwan Lee -- Parameterized Digital Hardware Design of Pulse-Coupled Phase Oscillator Model toward Spike-Based Computing / Yasuhiro Suedomi, Hakaru Tamukoh and Michio Tanaka -- Brain-Inspired e-Learning System Using EEG / Kiyohisa Natsume -- A Method to Deal with Prospective Risks at Home in Robotic Observations by Using a Brain-Inspired Model / David Chik, Gyanendra Nath Tripathi and Hiroaki Wagatsuma -- A Study on Region of Interest of a Selective Attention Based on Gestalt Principles / Hyunrae Jo, Amitash Ojha and Minho Lee.
Triggered Initiation of Retrograde Wave Propagation in a Cable of FitzHugh-Nagumo Cells / Katsumi Tateno -- Spiking Neural Network for On-line Cognitive Activity Classification Based on EEG Data / Stefan Schliebs, Elisa Capecci and Nikola Kasabov -- Spatio-temporal EEG Data Classification in the NeuCube 3D SNN Environment: Methodology and Examples / Nikola Kasabov [and others] -- NeuCubeRehab: A Pilot Study for EEG Classification in Rehabilitation Practice Based on Spiking Neural Networks / Yixiong Chen [and others] -- NeuCube Neuromorphic Framework for Spatio-temporal Brain Data and Its Python Implementation / Nathan Scott, Nikola Kasabov and Giacomo Indiveri -- Vector Quantization Using Mixture of Epsilon-Insensitive Components / Kazuho Watanabe -- Applicability of ICA-Based Dimension Reduction in Fuzzy c-Means-Based Classifier / Takuya Kobayashi, Katsuhiro Honda and Akira Notsu.
Random Segmentation Based Principal Component Analysis to Remove Residual MR Gradient Artifact in the Simultaneous EEG/fMRI: A Preliminary Study / Hyun-Chul Kim and Jong-Hwan Lee -- Extracting Latent Dynamics from Multi-dimensional Data by Probabilistic Slow Feature Analysis / Toshiaki Omori -- Challenges in Representation Learning: A Report on Three Machine Learning Contests / Ian J. Goodfellow, Dumitru Erhan and Pierre Luc Carrier -- A Comparative Study on Image Retrieval Systems / Chee Sheen Chan and Jer Lang Hong -- Identifying Association between Longer Itemsets and Software Defects / Zeeshan A. Rana, Sehrish Abdul Malik and Shafay Shamail -- Detection of Driving Fatigue Based on Grip Force on Steering Wheel with Wavelet Transformation and Support Vector Machine / Fan Li, Xiao-Wei Wang and Bao-Liang Lu -- Three-Way Nonparametric Bayesian Clustering for Handwritten Digit Image Classification / Tomonari Masada and Atsuhiro Takasu.
A Universal Visual Dictionary Learned from Natural Scenes for Recognition / Li Ding and Jinhua Xu -- Affective Abstract Image Classification and Retrieval Using Multiple Kernel Learning / He Zhang [and others] -- Improving Accuracy for Image Parsing Using Spatial Context and Mutual Information / Thi Ly Vu, Sun-Wook Choi and Chong Ho Lee -- Text-Prompted Multistep Speaker Verification Using Gibbs-Distribution-Based Extended Bayesian Inference for Reducing Verification Errors / Shuichi Kurogi [and others] -- Dynamics of Neuronal Responses in the Inferotemporal Cortex Associated with 3D Object Recognition Learning / Reona Yamaguchi, Kazunari Honda and Jun-ya Okamura -- Multiple Metric Learning for Graph Based Human Pose Estimation / Mohammadreza Zolfaghari and Morteza Ghareh Gozlou -- Motion Deblurring Using Super-Sparsity / Jingxiong Zhao [and others].
Proposal of Ultra-Short-Pulse Acoustic Imaging Using Complex-Valued Spatio-temporal Neural-Network Null-Steering / Kotaro Terabayashi and Akira Hirose -- Computational Study of Depth Perception for an Ambiguous Image Region: How Can We Estimate the Depth of Black or White Paper? / Eiichi Mitsukura and Shunji Satoh -- Learning a Sparse Representation for Robust Face Recognition / Weihua Ou [and others] -- Stacked Denoising Autoencoders for Face Pose Normalization / Yoonseop Kang [and others] -- A Wearable Cognitive Vision System for Navigation Assistance in Indoor Environment / Liyuan Li [and others] -- Single-Image-Based Rain and Snow Removal Using Multi-guided Filter / Xianhui Zheng [and others] -- Image Denoising Based on Overcomplete Topographic Sparse Coding / Haohua Zhao [and others] -- Predicting Emotional States of Images Using Bayesian Multiple Kernel Learning / He Zhang [and others].
Local Linear Spectral Hashing / Kang Zhao, Dengxiang Liu and Hongtao Lu -- Latency Modulation of Border Ownership Selective Cells in V1-V2 Feed-Forward Model / Ko Sakai and Shunsuke Michii -- Zero-Crossings with the Precedence Effect for Sound Source Localization in Reverberant Conditions / Sung Jun An, Rhee Man Kil and Byoung-Gi Lee -- Ensemble Joint Approximate Diagonalization by an Information Theoretic Approach / Yoshitatsu Matsuda and Kazunori Yamaguchi -- EM Training of Hidden Markov Models for Shape Recognition Using Cyclic Strings / Vicente Palazón-González, Andrés Marzal and Juan M. Vilar -- Top-Down Biasing and Modulation for Object-Based Visual Attention / Alcides Xavier Benicasa, Marcos G. Quiles and Liang Zhao -- Hidden Markov Model for Action Recognition Using Joint Angle Acceleration / Sha Huang and Liqing Zhang.
Level Set Initialization Based on Modified Fuzzy C Means Thresholding for Automated Segmentation of Skin Lesions / Ammara Masood, Adel Ali Al-Jumaily and Yashar Maali -- Occlusion-Robust Face Recognition Using Iterative Stacked Denoising Autoencoder / Ying Zhang [and others] -- Image Classification Based on Weight Adjustment before Feature Pooling / Shaokun Feng, Hongtao Lu and Lei Huang -- Fast Approximated Discriminative Common Vectors Using Rank-One SVD Updates / Francesc J. Ferri and Katerine Diaz-Chito -- Centering SVDD for Unsupervised Feature Representation in Object Classification / Dong Wang and Xiaoyang Tan -- Improved HOG Descriptors in Image Classification with CP Decomposition / Tan Vo [and others] -- Phantom Elimination Based on Linear Stability and Local Intensity Disparity for Sonar Images / Qiuyu Zhu and Yichun Li -- Composite Color Invariant Feature H' Applied to Image Matching / Keisuke Kameyama and Wataru Matsumoto.
GPU-Based Real-Time Pedestrian Detection and Tracking Using Equi-Height Mosaicking Image / Min Woo Park and Soon Ki Jung -- Feature Selection for HOG Descriptor Based on Greedy Algorithm / Yonghwa Choi, Sungmoon Jeong and Minho Lee -- A Fault Diagnosis Method under Varying Rotate Speed Conditions Based on Auxiliary Particle Filter / Hongxia Pan and Jumei Yuan -- Efficient Traffic Sign Detection Using Bag of Visual Words and Multi-scales SIFT / Khanh-Duy Nguyen, Duy-Dinh Le and Duc Anh Duong -- Image Feature Extraction and Similarity Evaluation Using Kernels for Higher-Order Local Autocorrelation / Keisuke Kameyama and Trung Nguyen Bao Phan -- Integrated Multi-scale Retinex Using Fuzzy Connectivity Based on CIELAB Color Space for Preserving Color / Biho Kim, Wonyong Jo and Hyung-Min Park -- Object Pose Estimation by Locally Linearly Embedded Regression / Bisser Raytchev, Kazuya Terakado and Toru Tamaki.
Single-Channel Speech Dereverberation Based on Non-negative Blind Deconvolution and Prior Imposition on Speech and Filter / Il-Young Jeong, Biho Kim and Hyung-Min Park -- Spectral Feature Extraction Using dNMF for Emotion Recognition in Vowel Sounds / Bo-Kyeong Kim and Soo-Young Lee -- Robust Visual Tracking Using Local Sparse Covariance Descriptor and Matching Pursuit / Bo Ma [and others] PCA-Based Appearance Template Learning for Contour Tracking / Bo Ma [and others] -- A Novel Variational PDE Technique for Image Denoising / Tudor Barbu -- Coronary Plaque Boundary Calculation in IVUS Image by Modified PMD Filter and Fuzzy Inference / Syaiful Anam, Eiji Uchino and Noriaki Suetake -- Multiple Kernel Learning with Hierarchical Feature Representations / Juhyeon Lee [and others] -- Effects of Large Constituent Size in Variable Neural Ensemble Classifier for Breast Mass Classification / Peter Mc Leod and Brijesh Verma.
Reduction of Ballistocardiogram Artifact Using EMD-AF / Ehtasham Javed, Ibrahima Faye and Aamir Saeed Malik -- Exploring the Power of Kernel in Feature Representation for Object Categorization / Weiqiang Ren [and others] -- A Novel Image Quality Index for Image Quality Assessment / Sheikh Md. Rabiul Islam, Xu Huang and Kim Le -- Experimental Analysis of Moments of Predictive Deviations as Ensemble Diversity Measures for Model Selection in Time Series Prediction / Shuichi Kurogi, Kohei Ono and Takeshi Nishida -- Adaptive Multiple Component Metric Learning for Robust Visual Tracking / Behzad Bozorgtabar and Roland Goecke -- Empirical Evaluation on Deep Learning of Depth Feature for Human Activity Recognition / Junik Jang, Youngbin Park and Il Hong Suh -- Salient Object Segmentation Based on Automatic Labeling / Lei Zhou [and others].
ICA for Separation of Respiratory Motion and Heart Motion from Chest Surface Motion / Ghufran Shafiq, Yubo Wang and Sivanagaraja Tatinati -- Real-Time Head Detection with Kinect for Driving Fatigue Detection / Yang Cao and Bao-Liang Lu -- A Classification-Based Approach for Retake and Scene Detection in Rushes Video / Quang-Vinh Tran, Duy-Dinh Le and Duc Anh Duong -- Person Re-identification Using Deformable Part Models / Vu-Hoang Nguyen [and others] -- Convolutional Neural Networks Learn Compact Local Image Descriptors / Christian Osendorfer, Justin Bayer and Sebastian Urban.
Summary: The three volume set LNCS 8226, LNCS 8227, and LNCS 8228 constitutes the proceedings of the 20th International Conference on Neural Information Processing, ICONIP 2013, held in Daegu, Korea, in November 2013. The 180 full and 75 poster papers presented together with 4 extended abstracts were carefully reviewed and selected from numerous submissions. These papers cover all major topics of theoretical research, empirical study and applications of neural information processing research. The specific topics covered are as follows: cognitive science and artificial intelligence; learning theory, algorithms, and architectures; computational neuroscience and brain imaging; vision, speech and signal processing; control, robotics and hardware technologies; and novel approaches and applications.
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Includes author index.

Distance- and Direction-Dependent Synaptic Weight Distributions for Directional Spike Propagation in a Recurrent Network: Self-actuated Shutdown of Synaptic Plasticity / Toshikazu Samura, Yutaka Sakai and Hatsuo Hayashi -- Modulated Neuronal Activity and Connectivity of Smoking Resist Using Real-Time fMRI Neurofeedback / Dong-Youl Kim and Jong-Hwan Lee -- Parameterized Digital Hardware Design of Pulse-Coupled Phase Oscillator Model toward Spike-Based Computing / Yasuhiro Suedomi, Hakaru Tamukoh and Michio Tanaka -- Brain-Inspired e-Learning System Using EEG / Kiyohisa Natsume -- A Method to Deal with Prospective Risks at Home in Robotic Observations by Using a Brain-Inspired Model / David Chik, Gyanendra Nath Tripathi and Hiroaki Wagatsuma -- A Study on Region of Interest of a Selective Attention Based on Gestalt Principles / Hyunrae Jo, Amitash Ojha and Minho Lee.

Triggered Initiation of Retrograde Wave Propagation in a Cable of FitzHugh-Nagumo Cells / Katsumi Tateno -- Spiking Neural Network for On-line Cognitive Activity Classification Based on EEG Data / Stefan Schliebs, Elisa Capecci and Nikola Kasabov -- Spatio-temporal EEG Data Classification in the NeuCube 3D SNN Environment: Methodology and Examples / Nikola Kasabov [and others] -- NeuCubeRehab: A Pilot Study for EEG Classification in Rehabilitation Practice Based on Spiking Neural Networks / Yixiong Chen [and others] -- NeuCube Neuromorphic Framework for Spatio-temporal Brain Data and Its Python Implementation / Nathan Scott, Nikola Kasabov and Giacomo Indiveri -- Vector Quantization Using Mixture of Epsilon-Insensitive Components / Kazuho Watanabe -- Applicability of ICA-Based Dimension Reduction in Fuzzy c-Means-Based Classifier / Takuya Kobayashi, Katsuhiro Honda and Akira Notsu.

Random Segmentation Based Principal Component Analysis to Remove Residual MR Gradient Artifact in the Simultaneous EEG/fMRI: A Preliminary Study / Hyun-Chul Kim and Jong-Hwan Lee -- Extracting Latent Dynamics from Multi-dimensional Data by Probabilistic Slow Feature Analysis / Toshiaki Omori -- Challenges in Representation Learning: A Report on Three Machine Learning Contests / Ian J. Goodfellow, Dumitru Erhan and Pierre Luc Carrier -- A Comparative Study on Image Retrieval Systems / Chee Sheen Chan and Jer Lang Hong -- Identifying Association between Longer Itemsets and Software Defects / Zeeshan A. Rana, Sehrish Abdul Malik and Shafay Shamail -- Detection of Driving Fatigue Based on Grip Force on Steering Wheel with Wavelet Transformation and Support Vector Machine / Fan Li, Xiao-Wei Wang and Bao-Liang Lu -- Three-Way Nonparametric Bayesian Clustering for Handwritten Digit Image Classification / Tomonari Masada and Atsuhiro Takasu.

A Universal Visual Dictionary Learned from Natural Scenes for Recognition / Li Ding and Jinhua Xu -- Affective Abstract Image Classification and Retrieval Using Multiple Kernel Learning / He Zhang [and others] -- Improving Accuracy for Image Parsing Using Spatial Context and Mutual Information / Thi Ly Vu, Sun-Wook Choi and Chong Ho Lee -- Text-Prompted Multistep Speaker Verification Using Gibbs-Distribution-Based Extended Bayesian Inference for Reducing Verification Errors / Shuichi Kurogi [and others] -- Dynamics of Neuronal Responses in the Inferotemporal Cortex Associated with 3D Object Recognition Learning / Reona Yamaguchi, Kazunari Honda and Jun-ya Okamura -- Multiple Metric Learning for Graph Based Human Pose Estimation / Mohammadreza Zolfaghari and Morteza Ghareh Gozlou -- Motion Deblurring Using Super-Sparsity / Jingxiong Zhao [and others].

Proposal of Ultra-Short-Pulse Acoustic Imaging Using Complex-Valued Spatio-temporal Neural-Network Null-Steering / Kotaro Terabayashi and Akira Hirose -- Computational Study of Depth Perception for an Ambiguous Image Region: How Can We Estimate the Depth of Black or White Paper? / Eiichi Mitsukura and Shunji Satoh -- Learning a Sparse Representation for Robust Face Recognition / Weihua Ou [and others] -- Stacked Denoising Autoencoders for Face Pose Normalization / Yoonseop Kang [and others] -- A Wearable Cognitive Vision System for Navigation Assistance in Indoor Environment / Liyuan Li [and others] -- Single-Image-Based Rain and Snow Removal Using Multi-guided Filter / Xianhui Zheng [and others] -- Image Denoising Based on Overcomplete Topographic Sparse Coding / Haohua Zhao [and others] -- Predicting Emotional States of Images Using Bayesian Multiple Kernel Learning / He Zhang [and others].

Local Linear Spectral Hashing / Kang Zhao, Dengxiang Liu and Hongtao Lu -- Latency Modulation of Border Ownership Selective Cells in V1-V2 Feed-Forward Model / Ko Sakai and Shunsuke Michii -- Zero-Crossings with the Precedence Effect for Sound Source Localization in Reverberant Conditions / Sung Jun An, Rhee Man Kil and Byoung-Gi Lee -- Ensemble Joint Approximate Diagonalization by an Information Theoretic Approach / Yoshitatsu Matsuda and Kazunori Yamaguchi -- EM Training of Hidden Markov Models for Shape Recognition Using Cyclic Strings / Vicente Palazón-González, Andrés Marzal and Juan M. Vilar -- Top-Down Biasing and Modulation for Object-Based Visual Attention / Alcides Xavier Benicasa, Marcos G. Quiles and Liang Zhao -- Hidden Markov Model for Action Recognition Using Joint Angle Acceleration / Sha Huang and Liqing Zhang.

Level Set Initialization Based on Modified Fuzzy C Means Thresholding for Automated Segmentation of Skin Lesions / Ammara Masood, Adel Ali Al-Jumaily and Yashar Maali -- Occlusion-Robust Face Recognition Using Iterative Stacked Denoising Autoencoder / Ying Zhang [and others] -- Image Classification Based on Weight Adjustment before Feature Pooling / Shaokun Feng, Hongtao Lu and Lei Huang -- Fast Approximated Discriminative Common Vectors Using Rank-One SVD Updates / Francesc J. Ferri and Katerine Diaz-Chito -- Centering SVDD for Unsupervised Feature Representation in Object Classification / Dong Wang and Xiaoyang Tan -- Improved HOG Descriptors in Image Classification with CP Decomposition / Tan Vo [and others] -- Phantom Elimination Based on Linear Stability and Local Intensity Disparity for Sonar Images / Qiuyu Zhu and Yichun Li -- Composite Color Invariant Feature H' Applied to Image Matching / Keisuke Kameyama and Wataru Matsumoto.

GPU-Based Real-Time Pedestrian Detection and Tracking Using Equi-Height Mosaicking Image / Min Woo Park and Soon Ki Jung -- Feature Selection for HOG Descriptor Based on Greedy Algorithm / Yonghwa Choi, Sungmoon Jeong and Minho Lee -- A Fault Diagnosis Method under Varying Rotate Speed Conditions Based on Auxiliary Particle Filter / Hongxia Pan and Jumei Yuan -- Efficient Traffic Sign Detection Using Bag of Visual Words and Multi-scales SIFT / Khanh-Duy Nguyen, Duy-Dinh Le and Duc Anh Duong -- Image Feature Extraction and Similarity Evaluation Using Kernels for Higher-Order Local Autocorrelation / Keisuke Kameyama and Trung Nguyen Bao Phan -- Integrated Multi-scale Retinex Using Fuzzy Connectivity Based on CIELAB Color Space for Preserving Color / Biho Kim, Wonyong Jo and Hyung-Min Park -- Object Pose Estimation by Locally Linearly Embedded Regression / Bisser Raytchev, Kazuya Terakado and Toru Tamaki.

Single-Channel Speech Dereverberation Based on Non-negative Blind Deconvolution and Prior Imposition on Speech and Filter / Il-Young Jeong, Biho Kim and Hyung-Min Park -- Spectral Feature Extraction Using dNMF for Emotion Recognition in Vowel Sounds / Bo-Kyeong Kim and Soo-Young Lee -- Robust Visual Tracking Using Local Sparse Covariance Descriptor and Matching Pursuit / Bo Ma [and others] PCA-Based Appearance Template Learning for Contour Tracking / Bo Ma [and others] -- A Novel Variational PDE Technique for Image Denoising / Tudor Barbu -- Coronary Plaque Boundary Calculation in IVUS Image by Modified PMD Filter and Fuzzy Inference / Syaiful Anam, Eiji Uchino and Noriaki Suetake -- Multiple Kernel Learning with Hierarchical Feature Representations / Juhyeon Lee [and others] -- Effects of Large Constituent Size in Variable Neural Ensemble Classifier for Breast Mass Classification / Peter Mc Leod and Brijesh Verma.

Reduction of Ballistocardiogram Artifact Using EMD-AF / Ehtasham Javed, Ibrahima Faye and Aamir Saeed Malik -- Exploring the Power of Kernel in Feature Representation for Object Categorization / Weiqiang Ren [and others] -- A Novel Image Quality Index for Image Quality Assessment / Sheikh Md. Rabiul Islam, Xu Huang and Kim Le -- Experimental Analysis of Moments of Predictive Deviations as Ensemble Diversity Measures for Model Selection in Time Series Prediction / Shuichi Kurogi, Kohei Ono and Takeshi Nishida -- Adaptive Multiple Component Metric Learning for Robust Visual Tracking / Behzad Bozorgtabar and Roland Goecke -- Empirical Evaluation on Deep Learning of Depth Feature for Human Activity Recognition / Junik Jang, Youngbin Park and Il Hong Suh -- Salient Object Segmentation Based on Automatic Labeling / Lei Zhou [and others].

ICA for Separation of Respiratory Motion and Heart Motion from Chest Surface Motion / Ghufran Shafiq, Yubo Wang and Sivanagaraja Tatinati -- Real-Time Head Detection with Kinect for Driving Fatigue Detection / Yang Cao and Bao-Liang Lu -- A Classification-Based Approach for Retake and Scene Detection in Rushes Video / Quang-Vinh Tran, Duy-Dinh Le and Duc Anh Duong -- Person Re-identification Using Deformable Part Models / Vu-Hoang Nguyen [and others] -- Convolutional Neural Networks Learn Compact Local Image Descriptors / Christian Osendorfer, Justin Bayer and Sebastian Urban.

The three volume set LNCS 8226, LNCS 8227, and LNCS 8228 constitutes the proceedings of the 20th International Conference on Neural Information Processing, ICONIP 2013, held in Daegu, Korea, in November 2013. The 180 full and 75 poster papers presented together with 4 extended abstracts were carefully reviewed and selected from numerous submissions. These papers cover all major topics of theoretical research, empirical study and applications of neural information processing research. The specific topics covered are as follows: cognitive science and artificial intelligence; learning theory, algorithms, and architectures; computational neuroscience and brain imaging; vision, speech and signal processing; control, robotics and hardware technologies; and novel approaches and applications.

Online resource; title from PDF title page (SpringerLink, viewed November 4, 2013).

English.

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