Image Analysis and Recognition : 13th International Conference, ICIAR 2016, in Memory of Mohamed Kamel, Póvoa de Varzim, Portugal, July 13-15, 2016, Proceedings / edited by Aurélio Campilho, Fakhri Karray.

Format:

Book

Contributor:

Campilho, A., Editor.

Karray, Fakhri, Editor.

SpringerLink (Online service)

Series:

Computer Science (SpringerNature-11645)

LNCS sublibrary. Image processing, computer vision, pattern recognition, and graphics ; SL 6, 9730

Image Processing, Computer Vision, Pattern Recognition, and Graphics ; 9730

Language:

English

Subjects (All):

Computer vision.

Biometric identification.

Artificial intelligence.

Pattern recognition systems.

Data protection.

Data structures (Computer science).

Information theory.

Computer Vision.

Biometrics.

Artificial Intelligence.

Automated Pattern Recognition.

Data and Information Security.

Data Structures and Information Theory.

Local Subjects:

Computer Vision.

Biometrics.

Artificial Intelligence.

Automated Pattern Recognition.

Data and Information Security.

Data Structures and Information Theory.

Physical Description:

1 online resource (XXI, 820 pages) : 337 illustrations

Edition:

1st ed. 2016.

Contained In:

Springer Nature eBook

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2016.

System Details:

text file PDF

Summary:

This book constitutes the thoroughly refereed proceedings of the 13th International Conference on Image Analysis and Recognition, ICIAR 2016, held in Póvoa de Varzim, Portugal, in July 2016. The 79 revised full papers and 10 short papers presented were carefully reviewed and selected from 167 submissions. The papers are organized in the following topical sections: Advances in Data Analytics and Pattern Recognition with Applications, Image Enhancement and Restoration, Image Quality Assessment, Image Segmentation, Pattern Analysis and Recognition, Feature Extraction, Detection and Recognition, Matching, Motion and Tracking, 3D Computer Vision, RGB-D Camera Applications, Visual Perception in Robotics, Biometrics, Biomedical Imaging, Brain Imaging, Cardiovascular Image Analysis, Image Analysis in Ophthalmology, Document Analysis, Applications, and Obituaries. The chapter 'Morphological Separation of Clustered Nuclei in Histological Images' is published open access under a CC BY 4.0 license at link.springer.com. .

Contents:

Adaptation Approaches in Unsupervised Learning: A Survey of the State-of-the-art and Future Directions

Semi-supervised Dictionary Learning Based on Hilbert-Schmidt Independence Criterion

Transferring and Compressing Convolutional Neural Networks for Face Representations

High-Frequency Spectral Energy Map Estimation Based Gait Analysis System Using a Depth Camera for Pathology Detection

Combining low-level features of o_ine questionnaires for handwriting identification

Person Profiling Using Image and Facial Attributes Analyses on Unconstrained Images Retrieved from Online Sources

Palm Print Identification and Verification using a Genetic-based Feature Extraction Technique

PCA-based Face recognition: Similarity Measures and Number of Eigenvectors

Image Enhancement and Restoration Sinogram Restoration Using Confidence Maps to Reduce Metal Artifact in Computed Tomography

Enhancement of a Turbulent Degraded Frame using 2D-DTW Averaging

Denoising Multi-view Images Using Non-local Means with Different Similarity Measures

Image Denoising Using Euler-Lagrange Equations for Function-Valued Mappings

Run Time Performance Enhancement of a Superpixel Based Saliency Detection Model

Total Variation Minimization for Measure-Valued Images with Diffusion Spectrum Imaging as Motivation

Quality Assessment of Spectral Reproductions: the Camera's Perspective

An Image Database for Design and Evaluation of Visual Quality Metrics in Synthetic Scenarios

Perceptual Comparison of Multi-Exposure High Dynamic Range and Single-Shot Camera RAW Photographs

Objective image quality measures of degradation in compressed natural images and their comparison with subjective assessments

Cell Segmentation Using Level Set Methods with a New Variance Term

Video Object Segmentation based on Superpixel Trajectories

Automatic Nonlinear Filtering and Segmentation for Breast Ultrasound Images

Phenotypic Integrated Framework for Classi_cation of ADHD using fMRI 197

Counting People in Crowded Scenes via Detection and Regression Fusion

Multi-graph Based Salient Object Detection

Analysis of temporal coherence in videos for action recognition

Effectiveness of Camouage Make-up Patterns Against Face Detection Algorithms

A Comparative Study of Vision-based Tra_c Signs Recognition

A copy-move detection algorithm using binary gradient contours

Object Detection and Localization using Deep Convolutional Networks with Softmax Activation and Multi-class Log Loss

Clustering-Based Abnormal Event Detection: Experimental Comparison for Similarity Measures' Efficiency

Improved DSP Matching with RPCA for Dense Correspondences

Bio-Inspired Boosting for Moving Objects Segmentation

A Lightweight Face Tracking System for Video Surveillance

Single Droplet Tracking in Jet Flow

Video Based Group Tracking and Management

Calibration of Shared Flat Refractive Stereo Systems

3D Structured Light Scanner on the Smartphone

Stereo and active-sensor data fusion for improved stereo Block Matching

Dense Light Disparity Estimation using Total Variation Regularization

Target Position and Speed Estimation using LiDAR

Combining Shape And Color for 3D Object Recognition

Privacy-Preserving Fall Detection in Healthcare using Shape and Motion Features from Low-Resolution RGB-D Videos

Proprioceptive Visual Tracking of a Humanoid Robot Head Motion

A Hybrid Top-down Bottom-up Approach for the Detection of Cuboid Shaped Objects

The Impact of Convergence Cameras in a Stereoscopic System for AUVs

Gender recognition from face images using a fusion of SVM classifiers

Kinship Verification from Faces via Similarity Metric Based Combination of topological and local shape features for writer's gender, handedness and age classification

Selection of User-Dependent Cohorts using Bezier Curves for Person Bag of Visual Words Approach for Bleeding Detection in Wireless Capsule Endoscopy Images

A self-learning tumor segmentation method on DCE-MRI images.

Other Format:

Printed edition:

ISBN:

978-3-319-41501-7

9783319415017

Access Restriction:

Restricted for use by site license.