Pattern Recognition: 8th Mexican Conference, MCPR 2016, Guanajuato, Mexico, June 22-25, 2016. Proceedings

Description

This book constitutes the refereed proceedings of the 8th Mexican Conference on Pattern Recognition, MCPR 2016, held in Guanajuato, Mexico, in June 2016. The 34 revised full papers presented were carefully reviewed and selected from 60 submissions. The papers are organized in topical sections on computer vision and image analysis; pattern recognition and artificial intelligent techniques; signal processing and analysis; and applications of pattern recognition. Front Matter....Pages I-XIV Front Matter....Pages 1-1 Text Detection in Digital Images Captured with Low Resolution Under Nonuniform Illumination Conditions....Pages 3-12 Rotation Invariant Local Shape Descriptors for Classification of Archaeological 3D Models....Pages 13-22 Feature Extraction as Ellipse of Wild-Life Images....Pages 23-32 Comparing Threshold-Selection Methods for Image Segmentation: Application to Defect Detection in Automated Visual Inspection Systems....Pages 33-43 Training a Multilayered Perceptron to Compute the Euler Number of a 2-D Binary Image....Pages 44-53 Edge Detection in Time Variant Scenarios Based on a Novel Perceptual Method and a Gestalt Spiking Cortical Model....Pages 54-63 An Effective Image De-noising Alternative Approach Based on Third Generation Neural Networks....Pages 64-73 Toward the Labeled Segmentation of Natural Images Using Rough-Set Rules....Pages 74-83 Dynamic Object Detection and Representation for Mobile Robot Application....Pages 84-93 Saliency Detection Based on Heuristic Rules....Pages 94-103 Order Tracking by Square-Root Cubature Kalman Filter with Constraints....Pages 104-114 Contour Detection at Range Images Using Sparse Normal Detector....Pages 115-124 An Optimization Approach to the TWPVD Method for Digital Image Steganography....Pages 125-134 Real Time Gesture Recognition with Heuristic-Based Classification....Pages 135-144 Simultaneous Encryption and Compression of Digital Images Based on Secure-JPEG Encoding....Pages 145-154 Front Matter....Pages 155-155 Automatic Tuning of the Pulse-Coupled Neural Network Using Differential Evolution for Image Segmentation....Pages 157-166 Efficient Counting of the Number of Independent Sets on Polygonal Trees....Pages 167-176 SMOTE-D a Deterministic Version of SMOTE....Pages 177-188 A Glance to the Goldman’s Testors from the Point of View of Rough Set Theory....Pages 189-197 Automatic Construction of Radial-Basis Function Networks Through an Adaptive Partition Algorithm....Pages 198-207 Front Matter....Pages 155-155 Feature Selection Using Genetic Algorithms for Hand Posture Recognition....Pages 208-218 Activity Recognition in Meetings with One and Two Kinect Sensors....Pages 219-228 Front Matter....Pages 229-229 EEG Pattern Recognition: An Efficient Improvement Combination of ERD/ERS/Laterality Features to Create a Self-paced BCI System....Pages 231-240 Highly Transparent Steganography Scheme of Speech Signals into Color Images Using Quantization Index Modulation....Pages 241-250 High Scrambling Degree in Audio Through Imitation of an Unintelligible Signal....Pages 251-259 A Dynamic Indoor Location Model for Smartphones Based on Magnetic Field: A Preliminary Approach....Pages 260-269 Using N-Grams of Quantized EEG Values for Happiness Detection....Pages 270-279 LSTM Deep Neural Networks Postfiltering for Improving the Quality of Synthetic Voices....Pages 280-289 Front Matter....Pages 291-291 Detecting Pneumatic Failures on Temporary Immersion Bioreactors....Pages 293-302 Classification of Motor States from Brain Rhythms Using Lattice Neural Networks....Pages 303-312 Crime Detection via Crowdsourcing....Pages 313-323 Signature Recognition: Human Performance Analysis vs. Automatic System and Feature Extraction via Crowdsourcing....Pages 324-334 Automated Image Registration for Knee Pain Prediction in Osteoarthritis: Data from the OAI....Pages 335-345 Towards a Supervised Incremental Learning System for Automatic Recognition of the Skeletal Age....Pages 346-355 Back Matter....Pages 357-358