Pattern Recognition and Image Analysis : 7th Iberian Conference, IbPRIA 2015, Santiago de Compostela, Spain, June 17-19, 2015, Proceedings / edited by Roberto Paredes, Jaime S. Cardoso, Xosé M. Pardo.

Format:

Book

Contributor:

Paredes, Roberto, editor.

Cardoso, Jaime S. (Jaime dos Santos), editor.

Pardo, Xosé M. (Xosé Manuel), editor.

SpringerLink (Online service)

Series:

Computer Science (Springer-11645)

LNCS sublibrary. Image processing, computer vision, pattern recognition, and graphics ; SL 6, 9117.

Image Processing, Computer Vision, Pattern Recognition, and Graphics ; 9117

Language:

English

Subjects (All):

Pattern perception.

Optical data processing.

Natural language processing (Computer science).

Computer graphics.

Artificial intelligence.

Pattern Recognition.

Computer Imaging, Vision, Pattern Recognition and Graphics.

Image Processing and Computer Vision.

Natural Language Processing (NLP).

Computer Graphics.

Artificial Intelligence.

Local Subjects:

Pattern Recognition.

Computer Imaging, Vision, Pattern Recognition and Graphics.

Image Processing and Computer Vision.

Natural Language Processing (NLP).

Computer Graphics.

Artificial Intelligence.

Physical Description:

1 online resource (XVI, 753 pages) : 275 illustrations.

Edition:

First edition 2015.

Contained In:

Springer eBooks

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2015.

System Details:

text file PDF

Summary:

This book constitutes the proceedings of the 7th Iberian Conference on Pattern Recognition and Image Analysis, IbPRIA 2015, held in Santiage de Compostela, Spain, in June 2015. The 83 papers presented in this volume were carefully reviewed and selected from 141 submissions. They were organized in topical sections named: Pattern Recognition and Machine Learning; Computer Vision; Image and Signal Processing; Applications; Medical Image; Pattern Recognition and Machine Learning; Computer Vision; Image and Signal Processing; and Applications.

Contents:

Pattern Recognition and Machine Learning

Spatiotemporal Stacked Sequential Learning for Pedestrian Detection

Social Signaling Descriptor for Group Behaviour Analysis

A New Smoothing Method for Lexicon-Based Handwritten Text Keyword Spotting

Empirical Evaluation of Different Feature Representations for Social Circles Detection

Source-Target-Source Classification Using Stacked Denoising Autoencoders

On the Impact of Distance Metrics in Instance-Based Learning Algorithms

Multi-class Boosting for Imbalanced Data

Computer Vision

Object Discovery Using CNN Features in Egocentric Videos

Prototype Generation on Structural Data Using Dissimilarity Space Representation: A Case of Study

Estimation and Tracking of Partial Planar Templates to Improve VSLAM

Human Centered Scene Understanding Based on 3D Long-Term Tracking Data

Fast Head Pose Estimation for Human-Computer Interaction

Structured Light System Calibration for Perception in Underwater Tanks

Dense 3D SLAM in Dynamic Scenes Using Kinect

Scene Recognition Invariant to Symmetrical Reflections and Illumination Conditions in Robotics

System for Medical Mask Detection in the Operating Room Through Facial Attributes

Image and Signal Processing

New Method for Obtaining Optimal Polygonal Approximations

Noise Decomposition Using Polynomial Approximation

Color Correction for Image Stitching by Monotone Cubic Spline Interpolation

Structured Output Prediction with Hierarchical Loss Functions for Seafloor Imagery Taxonomic Categorization

Escaping Path Approach with Extended Neighborhood for Speckle Noise Reduction

Adaptive Line Matching for Low-Textured Images

Unsupervised Approximation of Digital Planar Curves

On the Modification of Binarization Algorithms to Retain Grayscale Information for Handwritten Text Recognition

Applications

Improving the Minimum Description Length Inference of Phrase-Based Translation Models

A Kinect-Based System to Assess Lymphedema Impairments in Breast Cancer Patients

Arabic Writer Identification Using Local Binary Patterns (LBP) of Handwritten Fragments

A Fuzzy C-Means Algorithm for Fingerprint Segmentation

Word-Graph Based Applications for Handwriting Documents: Impact of Word-Graph Size on Their Performances

Temporal Segmentation of Digital Colposcopies

Goal-Driven Phenotyping Through Spectral Imaging for Grape Aromatic Ripeness Assessment

Medical Image

Robust 3D Active Shape Model for the Segmentation of the Left Ventricle in MRI

Kernel-Based Feature Relevance Analysis for ECG Beat Classification

Spatial-Dependent Similarity Metric Supporting Multi-atlas MRI Segmentation

Color Detection in Dermoscopy Images Based on Scarce Annotations

Pattern Recognition and Machine Learning

Spectral Clustering Using Friendship Path Similarity

R-Clustering for Egocentric Video Segmentation

Applying Basic Features from Sentiment Analysis for Automatic Irony Detection

Exploiting the Bin-Class Histograms for Feature Selection on Discrete Data

Time-Series Prediction Based on Kernel Adaptive Filtering with Cyclostationary Codebooks

Latent Topic Encoding for Content-Based Retrieval

Dissimilarity-Based Learning from Imbalanced Data with Small Disjuncts and Noise

Binary and Multi-class Parkinsonian Disorders Classification Using Support Vector Machines

Peripheral Nerve Segmentation Using Speckle Removal and Bayesian Shape Models

Measuring Scene Detection Performance

Threshold of Graph-Based Volumetric Segmentation

Brain Neural Data Analysis with Feature Space Defined by Descriptive Statistics

Extremely Overlapping Vehicle Counting

Sentence Clustering Using Continuous Vector Space Representation

Online Learning of Stochastic Bi-automaton to Model Dialogues

Single-Channel Separation Between Stationary and Non-stationary Signals Using Relevant Information

A New Trajectory Based Motion Segmentation Benchmark Dataset (UdG-MS15)

Escritoire: A Multi-touch Desk with e-Pen Input for Capture, Management and Multimodal Interactive Transcription of Handwritten Documents

Person Enrollment by Face-Gait Fusion

Homographic Class Template for Logo Localization and Recognition

Multimodal Object Recognition Using Random Clustering Trees

Videogrammetry System for Wind Turbine Vibration Monitoring

Canonical Views for Scene Recognition in Mobile Robotics

Crater Detection in Multi-ring Basins of Mercury

Iterative Versus Voting Method to Reach Consensus Given Multiple Correspondences of Two Sets

Extracting Categories by Hierarchical Clustering Using Global Relational Features

A Calibration Algorithm for Multi-camera Visual Surveillance Systems Based on Single-View Metrology

3D-Guided Multiscale Sliding Window for Pedestrian Detection

A Feature-Based Gaze Estimation Algorithm for Natural Light Scenarios

Fast Simple Linear Iterative Clustering by Early Candidate Cluster Elimination

Pectoral Muscle Segmentation in Mammograms Based on Cartoon-Texture Decomposition

PPG Beat Reconstruction Based on Shape Models and Probabilistic Templates for Signals Acquired with Conventional Smartphones

Peripheral Nerves Segmentation in Ultrasound Images Using Non-linear Wavelets and Gaussian Processes

Improving Diffusion Tensor Estimation Using Adaptive and Optimized Filtering Based on Local Similarity

Dimension Reduction of Hyperspectral Image with Rare Event Preserving

Clustering of Strokes from Pen-Based Music Notation: An Experimental Study

Image Analysis-Based Automatic Detection of Transmission Towers Using Aerial Imagery

A Sliding Window Framework for Word Spotting Based on Word Attributes

Combining Statistical and Semantic Knowledge for Sarcasm Detection in Online Dialogues

Estimating Fuel Consumption from GPS Data

A Bag-of-phonemes Model for Homeplace Classification of Mandarin Speakers

A Gaussian Process Emulator for Estimating the Volume of Tissue Activated During Deep Brain Stimulation

Genetic Seam Carving: A Genetic Algorithm Approach for Content-Aware Image Retargeting

Analysis of Expressiveness of Portuguese Sign Language Speakers

Automatic Eye Localization; Multi-block LBP vs. Pyramidal LBP Three-Levels Image Decomposition for Eye Visual Appearance Description

Clinical Evaluation of an Automatic Method for Segmentation and Characterization of the Thoracic Aorta with and Without Aneurysm Patients

Combined MPEG7 Color Descriptors for Image Classification: Bypassing the Training Phase

A Multi-platform Graphical Software for Determining Reproductive Parameters in Fishes Using Histological Image Analysis.

Other Format:

Printed edition:

ISBN:

978-3-319-19390-8

9783319193908

Access Restriction:

Restricted for use by site license.