| Description |
1 online resource (xxxvi, 753 pages) : illustrations |
| Series |
Lecture notes in computer science ; 8251 |
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LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition, and graphics |
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Lecture notes in computer science ; 8251.
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LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition, and graphics.
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| Contents |
Invited Papers. Interactive Computations: Toward Risk Management in Interactive Intelligent Systems -- Fuzzy Digital Topology and Geometry and Their Applications to Medical Imaging -- Scalable Knowledge Discovery in Complex Data with Pattern Structures -- A Recurrent Neural Network with Non-gesture Rejection Model for Recognizing Gestures with Smartphone Sensors -- Granular Attribute Selection: A Case Study of Rough Set Approach to MRI Segmentation -- Pattern Recognition. Performance Tuning of PCA by CFS-Shapley Ensemble and Its Application to Medical Diagnosis -- A Modified K-Modes Clustering Algorithm -- BiAS: A Theme Metric to Model Mutual Association -- Inter-domain Cluster Mapping and GMCV Based Transformation for Domain Adaptation -- Structural Feature Based Classification of Printed Gujarati Characters -- Mining Anomalous Sub-graphs in Graph Data Using Non-negative Matrix Factorization |
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Discriminant Analysis for Identifying Individuals of Electrocardiogram -- Trust Based Secure and Energy Efficient Clustering in Wireless Sensor Network: A Bee Mating Approach -- Training by ART-2 and Classification of Ballistic Missiles Using Hidden Markov Model -- Performance Analysis of Multiclass Common Spatial Patterns in Brain-Computer Interface -- A Fuzzy Hybrid Framework for Offline Signature Verification -- A Graph Based Approach to Multiview Clustering -- Classification of Fricatives Using Novel Modulation Spectrogram Based Features -- Speaker Recognition Using Sparse Representation via Superimposed Features -- Kernel Based Rough-Fuzzy C-Means -- Palmprint Recognition Using Data Field and PCNN -- Highly Sparse Reductions to Kernel Spectral Clustering -- A Rough Clustering Algorithm for Mining Outliers in Categorical Data -- On the Use of Monogenic Scale Space for Efficient Face Representation and Recognition |
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Fingerprint Recognition Based on Adaptive Neuro-Fuzzy Inference System -- Dynamic Programming for Bayesian Logistic Regression Learning under Concept Drift -- Gait Recognition from Front and Back View Sequences Captured Using Kinect -- Unconstrained Kannada Handwritten Character Recognition Using Multi-level SVM Classifier -- Semi-supervised Clustering by Selecting Informative Constraints -- Spatio-temporal Change Detection of Urban Heat Islands Using Spatial Interpolation -- Distance based Incremental Clustering for Mining Clusters of Arbitrary Shapes -- Machine Learning. C-MAP: Framework for Multi-agent Planning in Cyber Physical Systems -- A New Intelligent Approach for Mobile Robot Navigation -- Rapid Game Strategy Evaluation Using Fuzzy Extreme Learning Machine -- New Fuzzy Integral for the Unit Maneuver in RTS Game -- Weighted Coordinate-Wise Pegasos -- Image Processing. Recognition of Cross Profiles of Roadbed Based on Polygonal Representations |
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A New Orthogonalization of Locality Preserving Projection and Applications -- A Complex Diffusion Driven Approach for Removing Data-Dependent Multiplicative Noise -- Extracting Linear Features from SAR Images Using CGVF Snake Model and Beamlet Transform -- Learning Semantic Interaction among Graspable Objects -- New Additive Wavelet Image Fusion Algorithm for Satellite Images -- Iris Recognition under Non-ideal Imaging Conditions and CCD Noise -- KID: Kirsch Directional Features Based Image Descriptor -- Local Morphological Pattern Spectrum Based Approach for Off-line Signature Verification -- A Robust On-road Moving Platform Video Stabilization Using Derivative Curve Warping -- Efficient Image Plane Rotation Invariant Frequency Domain Face Recognition Technique Using Eye Localization -- A New Rotation Invariant Weber Local Descriptor for Recognition of Skin Diseases -- A Composite Wavelets and Morphology Approach for ECG Noise Filtering |
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A Bi-level IHS Transform for Fusing Panchromatic and Multispectral Images -- Visualisation of Multibeam Echosounder Measurement Data -- Image Annotation in Presence of Noisy Labels -- Speech and Video Processing. Corpus Based Emotional Speech Synthesis in Hindi -- Tracking Objects with Rigid Body Templates: An Iterative Constrained Linear Least Squares Approach -- Duration Modeling Using Multi-model Based on Positional Information -- Video Key Frame Extraction through Canonical Correlation Analysis and Graph Modularity -- Semi-automated Magnification of Small Motions in Videos -- Pixel-wise Background Segmentation with Moving Camera -- A Fast Video Inpainting Technique -- Static Summarization of Video Scenes Based on Minimal Spanning Tree -- Real-Time Smoke Detection in Video Sequences: Combined Approach -- Medical Imaging. A New Nonlocal Maximum Likelihood Estimation Method for Denoising Magnetic Resonance Images |
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Object Shape Recognition from EEG Signals during Tactile and Visual Exploration -- Bone Contour Tracing in Digital X-ray Images Based on Adaptive Thresholding -- Content Based Image Retrieval of T2 Weighted Brain MR Images Similar to T1 Weighted Images -- Robust Classification of MR Brain Images Based on Multiscale Geometric Analysis -- Document Image Processing. A Copula Based Statistical Model for Text Extraction from Scene Images -- Query Expansion Using PRF-CBD Approach for Documents Retrieval -- Text Localization in Historical Document Images with Local Binary Patterns and Variance Models -- Identification of Devnagari and Roman Scripts from Multi-script Handwritten Documents -- Extraction of Doodles and Drawings from Manuscripts -- Text Segmentation from Land Map Images -- Rough-Fuzzy Clustering and M-Band Wavelet Packet for Text-Graphics Segmentation -- A New Image Binarization Technique by Classifying Document Images |
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Colored Rubber Stamp Removal from Document Images -- Soft Computing. On the Role of Compensatory Operators in Fuzzy Result Merging for Metasearch -- The Fuzzy Parametrized Model for Classifying Blocks in the Non-binary Motion Mask -- Homomorphisms on the Monoid of Fuzzy Implications -- A Complete Characterization -- Monotonicity of SISO Fuzzy Relational Inference Mechanism with Yager's Class of Fuzzy Implications -- Small World Particle Swarm Optimizer for Global Optimization Problems -- Ordered Solution Generation for Implicit AND/OR Search Spaces -- Intuitionistic Multi Fuzzy Soft Set and its Application in Decision Making -- Incorporation of Particle Swarm Optimization in Adaptive Boosting -- Exploring a Quantum Hebbian Model of Feature Map Formation -- Real Parameter Optimization Using Levy Distributed Differential Evolution -- Particle Swarm Optimization with Exploratory Move |
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Multi Objective Optimization of Expense and Revenue in a Cognitive Radio Network Using NSGA-II -- Anytime Pack Heuristic Search -- Bioinformatics and Computational Biology. A Subspace Module Extraction Technique for Gene Expression Data -- Simultaneous Gene Selection and Cancer Classification Using a Hybrid Intelligent Water Drop Approach -- Scored Protein-Protein Interaction to Predict Subcellular Localizations for Yeast Using Diffusion Kernel -- An Evolutionary Approach for Analysing the Effect of Interaction Site Structural Features on Protein- Protein Complex Formation -- Random Weighting through Linear Programming into Intracellular Transporters of Rice Metabolic Network -- Fuzzy SVM with a Novel Membership Function for Prediction of Protein-Protein Interaction Sites in Homo sapiens -- A Consensus Approach for Identification of Protein-Protein Interaction Sites in Homo Sapiens |
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Gaussian Fuzzy Index (GFI) for Cluster Validation: Identification of High Quality Biologically Enriched Clusters of Genes and Selection of Some Possible Genes Mediating Lung Cancer -- Semi-supervised Self-organizing Feature Map for Gene Expression Data Classification -- Social Media Mining. FlowSummary: Summarizing Network Flows for Communication Periodicity Detection -- Precedence Mining in Group Recommender Systems -- Optimizing Research Progress Trajectories with Semantic Power Graphs -- An Induced Fuzzy Rasch-Vikor Model for Warehouse Location Evaluation under Risky Supply Chain -- Discourse Based Sentiment Analysis for Hindi Reviews -- Rel-Div: Generating Diversified Query Interpretations from Semantic Relations -- Automatic Generation of Multiple Choice Questions Using Wikipedia -- Link Prediction Using Power Law Clique Distribution and Common Edges Distribution -- A Hybrid Algorithm for the Permutation Flow Shop Scheduling Problem |
| Summary |
This book constitutes the refereed proceedings of the 5th International Conference on Pattern Recognition and Machine Intelligence, PReMI 2013, held in Kolkata, India in December 2013. The 101 revised papers presented together with 9 invited talks were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on pattern recognition; machine learning; image processing; speech and video processing; medical imaging; document image processing; soft computing; bioinformatics and computational biology; and social media mining |
| Bibliography |
Includes bibliographical references and index |
| Notes |
Print version record |
| Subject |
Pattern perception -- Congresses
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Computer vision -- Congresses
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Artificial intelligence -- Congresses
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Artificial intelligence.
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Pattern recognition systems.
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Artificial Intelligence
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Pattern Recognition, Automated
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artificial intelligence.
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Pattern recognition systems
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Artificial intelligence
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Computer vision
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Pattern perception
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| Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Maji, Pradipta, 1976- editor.
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| ISBN |
9783642450624 |
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3642450628 |
