Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications: 21st Iberoamerican Congress, CIARP 2016, Lima, Peru, November 8–11, 2016, Proceedings

Front Matter....Pages I-XVIII
Direction-Based Segmentation of Retinal Blood Vessels....Pages 1-9
Identifying Aedes aegypti Mosquitoes by Sensors and One-Class Classifiers....Pages 10-18
Partial Matching of Finger Vein Patterns Based on Point Sets Alignment and Directional Information....Pages 19-26
Highly Transparent and Secure Scheme for Concealing Text Within Audio....Pages 27-35
Spatio-Colour Asplünd’s Metric and Logarithmic Image Processing for Colour Images (LIPC)....Pages 36-43
Two Compound Random Field Texture Models....Pages 44-51
An Automatic Tortoise Specimen Recognition....Pages 52-59
Autonomous Scanning of Structural Elements in Buildings....Pages 60-67
Parallel Integer Motion Estimation for High Efficiency Video Coding (HEVC) Using OpenCL....Pages 68-75
Automatic Fruit and Vegetable Recognition Based on CENTRIST and Color Representation....Pages 76-83
Scale Sensitivity of Textural Features....Pages 84-92
Noise-Added Texture Analysis....Pages 93-100
Breast Density Classification with Convolutional Neural Networks....Pages 101-108
Community Feature Selection for Anomaly Detection in Attributed Graphs....Pages 109-116
Lung Nodule Classification Based on Deep Convolutional Neural Networks....Pages 117-124
A Hierarchical K-Nearest Neighbor Approach for Volume of Tissue Activated Estimation....Pages 125-133
Discriminative Capacity and Phonetic Information of Bottleneck Features in Speech....Pages 134-141
Boosting SpLSA for Text Classification....Pages 142-149
A Compact Representation of Multiscale Dissimilarity Data by Prototype Selection....Pages 150-157
A Kernel-Based Approach for DBS Parameter Estimation....Pages 158-166
Consensual Iris Segmentation Fusion....Pages 167-174
Depth Estimation with Light Field and Photometric Stereo Data Using Energy Minimization....Pages 175-183
Distributed and Parallel Algorithm for Computing Betweenness Centrality....Pages 184-191
A New Parallel Training Algorithm for Optimum-Path Forest-Based Learning....Pages 192-199
Face Composite Sketch Recognition by BoVW-Based Discriminative Representations....Pages 200-207
Efficient Sparse Approximation of Support Vector Machines Solving a Kernel Lasso....Pages 208-216
Metric Learning in the Dissimilarity Space to Improve Low-Resolution Face Recognition....Pages 217-224
Video Temporal Segmentation Based on Color Histograms and Cross-Correlation....Pages 225-232
Automatic Classification of Herbal Substances Enhanced with an Entropy Criterion....Pages 233-240
Extended LBP Operator to Characterize Event-Address Representation Connectivity....Pages 241-248
Definition and Composition of Motor Primitives Using Latent Force Models and Hidden Markov Models....Pages 249-256
Similarity Measure for Cell Membrane Fusion Proteins Identification....Pages 257-265
Abnormal Behavior Detection in Crowded Scenes Based on Optical Flow Connected Components....Pages 266-273
Identifying Colombian Bird Species from Audio Recordings....Pages 274-281
GMM Background Modeling Using Divergence-Based Weight Updating....Pages 282-290
Bayesian Optimization for Fitting 3D Morphable Models of Brain Structures....Pages 291-299
Star: A Contextual Description of Superpixels for Remote Sensing Image Classification....Pages 300-308
A Similarity Indicator for Differentiating Kinematic Performance Between Qualified Tennis Players....Pages 309-317
Subsampling the Concurrent AdaBoost Algorithm: An Efficient Approach for Large Datasets....Pages 318-325
Deep Learning Features for Wireless Capsule Endoscopy Analysis....Pages 326-333
Interactive Data Visualization Using Dimensionality Reduction and Similarity-Based Representations....Pages 334-342
Multi-labeler Classification Using Kernel Representations and Mixture of Classifiers....Pages 343-351
Detection of Follicles in Ultrasound Videos of Bovine Ovaries....Pages 352-359
Decision Level Fusion for Audio-Visual Speech Recognition in Noisy Conditions....Pages 360-367
Improving Nearest Neighbor Based Multi-target Prediction Through Metric Learning....Pages 368-376
An Approximate Support Vector Machines Solver with Budget Control....Pages 377-384
Multi-biometric Template Protection on Smartphones: An Approach Based on Binarized Statistical Features and Bloom Filters....Pages 385-392
Computing Arithmetic Operations on Sequences of Handwritten Digits....Pages 393-400
Automatic Classification of Non-informative Frames in Colonoscopy Videos Using Texture Analysis....Pages 401-408
Efficient Training Over Long Short-Term Memory Networks for Wind Speed Forecasting....Pages 409-416
Classifying Estimated Stereo Correspondences Based on Delaunay Triangulation....Pages 417-425
Data Fusion from Multiple Stations for Estimation of PM2.5 in Specific Geographical Location....Pages 426-433
Multivariate Functional Network Connectivity for Disorders of Consciousness....Pages 434-442
Non-parametric Source Reconstruction via Kernel Temporal Enhancement for EEG Data....Pages 443-450
Tsallis Entropy Extraction for Mammographic Region Classification....Pages 451-458
Edge Detection Robust to Intensity Inhomogeneity: A 7T MRI Case Study....Pages 459-466
Fine-Tuning Based Deep Convolutional Networks for Lepidopterous Genus Recognition....Pages 467-475
Selection of Statistically Representative Subset from a Large Data Set....Pages 476-483
Non-local Exposure Fusion....Pages 484-492
Analysis of the Geometry and Electric Properties of Brain Tissue in Simulation Models for Deep Brain Stimulation....Pages 493-501
Spatial Resolution Enhancement in Ultrasound Images from Multiple Annotators Knowledge....Pages 502-510
How Deep Can We Rely on Emotion Recognition....Pages 511-520
Sparse Linear Models Applied to Power Quality Disturbance Classification....Pages 521-529
Trading off Distance Metrics vs Accuracy in Incremental Learning Algorithms....Pages 530-538
Back Matter....Pages 539-541