Image Analysis and Recognition : 12th International Conference, ICIAR 2015, Niagara Falls, ON, Canada, July 22-24, 2015, Proceedings / edited by Mohamed Kamel, Aurélio Campilho.

Format:

Book

Contributor:

Kamel, Mohamed, Editor.

Campilho, A., Editor.

SpringerLink (Online service)

Series:

Computer Science (SpringerNature-11645)

LNCS sublibrary. Image processing, computer vision, pattern recognition, and graphics ; SL 6, 9164

Image Processing, Computer Vision, Pattern Recognition, and Graphics ; 9164

Language:

English

Subjects (All):

Computer vision.

Artificial intelligence.

Pattern recognition systems.

Computer graphics.

Biometric identification.

Application software.

Computer Vision.

Artificial Intelligence.

Automated Pattern Recognition.

Computer Graphics.

Biometrics.

Computer and Information Systems Applications.

Local Subjects:

Computer Vision.

Artificial Intelligence.

Automated Pattern Recognition.

Computer Graphics.

Biometrics.

Computer and Information Systems Applications.

Physical Description:

1 online resource (XVIII, 543 pages) : 247 illustrations

Edition:

1st ed. 2015.

Contained In:

Springer Nature eBook

Place of Publication:

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

System Details:

text file PDF

Summary:

This book constitutes the thoroughly refereed proceedings of the 12th International Conference on Image Analysis and Recognition, ICIAR 2015, held in Niagara Falls, ON, Canada, in July 2015. The 55 revised full papers and 5 short papers presented were carefully reviewed and selected from 80 submissions. The papers are organized in the following topical sections: image quality assessment; image enhancement; image segmentation, registration and analysis; image coding, compression and encryption; dimensionality reduction and classification; biometrics; face description, detection and recognition; human activity recognition; robotics and 3D vision; medical image analysis; and applications.

Contents:

Modelling of Subjective Radiological Assessments with Objective Image Quality Measures of Brain and Body CT Images

Blind Image Quality Assessment Through Wakeby Statistics Model

Improving Image Quality of Tiled Displays

Structural Similarity-Based Optimization Problems with L1-Regularization: Smoothing Using Mollifiers

Improved Non-Local Means Algorithm Based on Dimensionality Reduction

Non-local Means for Stereo Image Denoising Using Structural Similarity

Structural Similarity Optimized Wiener Filter: A Way to Fight Image Noise

A Real-Time Framework for Detection of Long Linear Infrastructural Objects in Aerial Imagery

Structural Representations for Multi-modal Image Registration Based on Modified Entropy

Attributed Relational Graph-Based Learning of Object Models for Object Segmentation

Label Fusion for Multi-atlas Segmentation Based on Majority Voting

An Optimized Selective Encryption for Video Confidentiality

Near-Lossless PCA-Based Compression of Seabed Surface with Prediction

Adaptive Weighted Neighbors Lossless Image Coding

Dimensionality Reduction of Proportional Data Through Data Separation Using Dirichlet Distribution

Image Categorization Using a Heuristic Automatic Clustering Method Based on Hierarchical Clustering

Semantic Scene Classification with Generalized Gaussian Mixture Models

Classification of Tooth Shapes for Human Identification Purposes - An Experimental Comparison of Selected Simple Shape Descriptors

Micro Genetic and Evolutionary Feature Extraction: An Exploratory Data Analysis Approach for Multispectral Iris Recognition

Biometric Analysis of Human Ear Matching Using Scale and Rotation Invariant Feature Detectors

Mutibiometric System Based on Game Theory

Head Pose Classification Using a Bidimensional Correlation Filter

Illumination Robust Facial Feature Detection via Decoupled Illumination and Texture Features

Posed Facial Expression Detection Using Reflection Symmetry and Structural Similarity

Improving the Recognition of Occluded Faces by Means of Two-Dimensional Orthogonal Projection into Local Subspaces

Hybrid Age Estimation Using Facial Images

Unsupervised Sub-graph Selection and Its Application in Face Recognition Techniques

Dynamic Perceptual Attribute-Based Hidden Conditional Random Fields for Gesture Recognition

The Bag of Micro-Movements for Human Activity Recognition

An Efficient Method for Extracting Key-Frames from 3D Human Joint Locations for Action Recognition

A Simple View-Based Software Architecture for an Autonomous Robot Navigation System

A Comparison of Feature Detectors and Descriptors in RGB-D SLAM Methods

Accuracy Improvement for Depth from Small Irregular Camera Motions and Its Performance Evaluation. Fast and Robust Algorithm for Fundamental Matrix Estimation

Biologically-Inspired Supervised Vasculature Segmentation in SLO Retinal Fundus Images

Assessment of Retinal Vascular Changes Through Arteriolar-to-Venular Ratio Calculation

Automatic Segmentation of Vertebrae in Ultrasound Images

Towards an Automatic Clinical Classification of Age-Related Macular Degeneration

Optical Flow Based Approach for Automatic Cardiac Cycle Estimation in Ultrasound Images of the Carotid

Statistical Textural Distinctiveness in Multi-Parametric Prostate MRI for Suspicious Region Detection

Automatic Detection of Immunogold Particles from Electron Microscopy Images

Specular Reflectance Suppression in Endoscopic Imagery via Stochastic Bayesian Estimation

Characterization of Medical Images Using Edge Density and Local Directional Pattern (LDP)

Angiography Images for Transcatheter Aortic Valve Implantation Patients

Retinal Blood Vessels Differentiation for Calculation of Arterio-Venous Ratio

Graph Structuring of Skeleton Object for Its High-Level Exploitation

Vehicle Detection Using Approximation of Feature Pyramids in the DFT Domain

Real-Time Speed-Limit Sign Detection and Recognition Using Spatial Pyramid Feature and Boosted Random Forest

Automatic Nacre Thickness Measurement of Tahitian Pearls

Automated Wheat Disease Classification Under Controlled and Uncontrolled Image Acquisition

Color Space Identification for Image Display

Application of the General Shape Analysis in Determining the Class of Binary Object Silhouettes in the Video Surveillance System

Speedy Character Line Detection Algorithm Using Image Block-Based Histogram Analysis

Detecting Parked Vehicles in Static Images Using Simple Spectral Features in the 'SM4Public' System

Road Detection in Urban Areas Using Random Forest Tree-Based Ensemble Classification

Application of the Polar-Fourier Greyscale Descriptor to the Automatic Traffic Sign Recognition

Camera-Based Lane Marking Detection for ADAS and Autonomous Driving

Handling Inter-object Occlusion for Multi-object Tracking Based on Attraction Force Constraint

Indian Sign Language Recognition Using Kinect Sensor

Automatic Planning of Minimally Invasive Aortic Valve Replacement Surgery.

Other Format:

Printed edition:

ISBN:

978-3-319-20801-5

9783319208015

Access Restriction:

Restricted for use by site license.