Title Progress in pattern recognition, image analysis, computer vision, and applications : 18th Iberoamerican Congress, CIARP 2013, Havana, Cuba, November 20-23, 2013, Proceedings. Part I / José Ruiz-Shulcloper, Gabriella Sanniti di Baja (eds.)

Published Heidelberg : Springer, 2013

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Description 1 online resource (xxxii, 563 pages) : illustrations Series Lecture Notes in Computer Science, 0302-9743 ; 8258 LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition, and graphics Lecture notes in computer science ; 8258. 0302-9743 LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition, and graphics Contents Keynote -- Pattern Recognition Systems under Attack -- Mathematical Theory of PR -- Genetic Programming of Heterogeneous Ensembles for Classification -- Deletion Rules for Equivalent Sequential and Parallel Reductions -- Decomposing and Sketching 3D Objects by Curve Skeleton Processing -- Analysis of Dynamic Processes by Statistical Moments of High Orders -- Distance Transform Separable by Mathematical Morphology in GPU -- Estimation of Single-Gaussian and Gaussian Mixture Models for Pattern Recognition -- Set Distance Functions for 3D Object Recognition -- Single-Step-Ahead and Multi-Step-Ahead Prediction with Evolutionary Artificial Neural Networks -- Conformal Hough Transform for 2D and 3D Cloud Points -- Sieve Bootstrap Prediction Intervals for Contaminated Non-linear Processes -- A Genetic Algorithm-Evolved 3D Point Cloud Descriptor -- Reconstruction and Enumeration of hv-Convex Polyominoes with Given Horizontal Projection Supervised and Unsupervised Classification -- A Constraint Acquisition Method for Data Clustering -- Auto-encoder Based Data Clustering -- On the Generalization of the Mahalanobis Distance -- Encoding Classes of Unaligned Objects Using Structural Similarity Cross-Covariance Tensors -- Dynamic K: A Novel Satisfaction Mechanism for CAR-Based Classifiers -- Weighted Naïve Bayes Classifiers by Renyi Entropy -- CICE-BCubed: A New Evaluation Measure for Overlapping Clustering Algorithms -- Supervised Classification Using Homogeneous Logical Proportions for Binary and Nominal Features -- Multimodal Bone Cancer Detection Using Fuzzy Classification and Variational Model -- Extreme Learning Classifier with Deep Concepts -- Automatic Graph Building Approach for Spectral Clustering -- Qualitative Transfer for Reinforcement Learning with Continuous State and Action Spaces -- New Penalty Scheme for Optimal Subsequence Bijection Missing Values in Dissimilarity-Based Classification of Multi-way Data -- A New Distance for Data Sets in a Reproducing Kernel Hilbert Space Context -- Bi-clustering via MDL-Based Matrix Factorization -- Kernel Spectral Clustering for Dynamic Data -- Feature or Instance Selection for Classification -- Feature Space Reduction for Graph-Based Image Classification -- Mixed Data Balancing through Compact Sets Based Instance Selection -- An Empirical Study of Oversampling and Undersampling for Instance Selection Methods on Imbalance Datasets -- Learning Stability Features on Sigmoid Fuzzy Cognitive Maps through a Swarm Intelligence Approach -- A Feature Set Decomposition Method for the Construction of Multi-classifier Systems Trained with High-Dimensional Data -- On Stopping Rules in Dependency-Aware Feature Ranking -- Towards Cluster-Based Prototype Sets for Classification in the Dissimilarity Space Easy Categorization of Attributes in Decision Tables Based on Basic Binary Discernibility Matrix -- Comparing Quality Measures for Contrast Pattern Classifiers -- Selecting Features with SVM -- Benchmarking Datasets for Breast Cancer Computer-Aided Diagnosis (CADx) -- Managing Imbalanced Data Sets in Multi-label Problems: A Case Study with the SMOTE Algorithm -- Online Matrix Factorization for Space Embedding Multilabel Annotation -- A Theoretical and Practical Framework for Assessing the Computational Behavior of Typical Testor-Finding Algorithms -- Image Analysis and Retrieval -- A NSGA Based Approach for Content Based Image Retrieval -- Large Scale Image Indexing Using Online Non-negative Semantic Embedding -- Using Boundary Conditions for Combining Multiple Descriptors in Similarity Based Queries Stopping Criterion for the Mean Shift Iterative Algorithm -- Evolutionary Optimisation of JPEG2000 Part 2 Wavelet Packet Structures for Polar Iris Image Compression -- Improving Image Segmentation for Boosting Image Annotation with Irregular Pyramids -- Implementation of Non Local Means Filter in GPUs -- Wide-Angle Lens Distortion Correction Using Division Models -- Current Trends in the Algebraic Image Analysis: A Survey -- Combining Texture and Shape Descriptors for Bioimages Classification: A Case of Study in ImageCLEF Dataset -- CWMA: Circular Window Matching Algorithm -- A Histogram-Based Approach to Mathematical Line Segmentation -- Cleaning Up Multiple Detections Caused by Sliding Window Based Object Detectors -- A Differential Method for Representing Spinal MRI for Perceptual-CBIR -- Image Segmentation Using Active Contours and Evidential Distance Signals Analysis and Processing -- Threshold Estimation in Energy-Based Methods for Segmenting Birdsong Recordings -- Detection of Periodic Signals in Noise Based on Higher-Order Statistics Joined to Convolution Process and Spectral Analysis -- Hierarchical Models for Rescoring Graphs vs. Full Integration -- A Phonetic-Based Approach to Query-by-Example Spoken Term Detection -- Method to Correct Artifacts in Multilead ECG Using Signal Entropy -- Improvements to the HNR Estimation Based-on Generalized Variogram -- Using Three Reassigned Spectrogram Patches and Log-Gabor Filter for Audio Surveillance Application -- Dominant Set Approach to ECG Biometrics -- Onset and Peak Pattern Recognition on Photoplethysmographic Signals Using Neural Networks -- Gaussian Segmentation and Tokenization for Low Cost Language Identification Mathematical Theory of PR -- Supervised and Unsupervised Classification -- Feature or Instance Selection for Classification -- Image Analysis and Retrieval -- Signals Analysis and Processing Summary The two-volume set LNCS 8258 and 8259 constitutes the refereed proceedings of the 18th Iberoamerican Congress on Pattern Recognition, CIARP 2013, held in Havana, Cuba, in November 2013. The 137 papers presented, together with two keynotes, were carefully reviewed and selected from 262 submissions. The papers are organized in topical sections on mathematical theory of PR, supervised and unsupervised classification, feature or instance selection for classification, image analysis and retrieval, signals analysis and processing, applications of pattern recognition, biometrics, video analysis, and data mining Notes International conference proceedings Includes author index Online resource; title from PDF title page (SpringerLink, viewed November 11, 2013) Subject Pattern recognition systems -- Congresses Optical pattern recognition -- Congresses Computer vision -- Congresses Image processing -- Digital techniques -- Congresses Artificial intelligence. Pattern recognition systems. Artificial Intelligence Image Processing, Computer-Assisted Pattern Recognition, Automated artificial intelligence. Artificial intelligence Computer vision Image processing -- Digital techniques Optical pattern recognition Pattern recognition systems Genre/Form proceedings (reports) Conference papers and proceedings Conference papers and proceedings. Actes de congrès. Form Electronic book Author Ruiz-Shulcloper, José, editor Sanniti di Baja, Gabriella, editor ISBN 9783642418228 3642418228

Other Titles CIARP 2013

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