| Description |
1 online resource (xxi, 809 pages) : illustrations |
| Series |
Lecture notes in computer science, 1611-3349 ; 7950 |
|
LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition, and graphics |
|
Lecture notes in computer science ; 7950. 1611-3349
|
|
LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition, and graphics.
|
| Contents |
Biometrics: Behavioral. Visual Speaker Identification with Spatiotemporal Directional Features -- Soft Biometrics for Keystroke Dynamics -- Waving Detection Using the FuzzyBoost Algorithm and Flow-Based Features -- Automatic Eye Gesture Recognition in Audiometries for Patients with Cognitive Decline -- Comparative Study between Spatio/Temporal Descriptors for Pedestrians Recognition by Gait -- Biometrics: Physiological. Outlier Detection in Non-intrusive ECG Biometric System -- A Unifying Approach to ECG Biometric Recognition Using the Wavelet Transform -- Independent Performance Evaluation of Pseudonymous Identifier Fingerprint Verification Algorithms -- On Adaptive Fingerprint Pore Extraction -- A Novel Template Protection Method Based on Palmprint Feature -- Biometric Authentication Based on Pupillary Light Reflex Using Neural Networks -- Fusion of Novel Iris Segmentation Quality Metrics for Failure Detection -- Facial Expression Recognition by Sparse Reconstruction with Robust Features |
|
Classification and Regression. On Solving the Small Sample Size Problem for Marginal Fisher Analysis -- Multiple-Classifier Fusion Using Spatial Features for Partially Occluded Handwritten Digit Recognition -- Predicting Aquaplaning Performance from Tyre Profile Images with Machine Learning -- Sign Language Recognition Using Hilbert Curve Features -- Hierarchic Image Classification Visualization -- Object Recognition. A Two-Layer Marked Point Process Framework for Multilevel Object Population Analysis -- Contour-Based Object Extraction and Clutter Removal for Semantic Vision -- Spectral Geometric Descriptor for Deformable 3D Shape Matching and Retrieval -- A Novel Method for Barcode Localization in Image Domain -- Evaluation of Features for Leaf Discrimination -- Combining Leaf Salient Points and Leaf Contour Descriptions for Plant Species Recognition -- Combined Categorization and Localization of Logistic Goods Using Superquadrics |
|
Image Processing and Analysis: Representations and models. Hyperspectral Images as Function-Valued Mappings, Their Self-similarity and a Class of Fractal Transforms -- Image Processing and Analysis: Compression. The Discrete Orthonormal Stockwell Transform and Variations, with Applications to Image Compression -- Image Processing and Analysis: Enhancement. Cosine-Driven Non-linear Denoising -- Color Correction Problem of Image Displayed on Non-white Projection Screen -- SRAD with Weighted Diffusion Function -- Correction of Geometrical Distortions in Bands of Chromatography Images -- Explicit and Semi-implicit Complex-Diffusion Schemes for Optical Coherence Tomography Despeckling -- A New Algorithm for Background Removal of Document Images Acquired Using Portable Digital Cameras -- Removing Shade and Specular Noise in Images of Objects and Documents Acquired with a 3D-Scanner -- Shading Removal of Illustrated Documents |
|
Image Processing and Analysis: Feature Detection and Segmentation. Line Detection by Spherical Gradient -- New Tools for Gray Level Histogram Analysis, Applications in Segmentation -- Unsupervised Visual Changepoint Detection Using Maximum Mean Discrepancy -- Novel Technique for Image Segmentation Based on Grammar Parsing and Hilbert Transform -- Revisiting Harris Corner Detector Algorithm: A Gradual Thresholding Approach -- 3D Image Analysis. A View Based Approach for Matching the 3D Appearance of Local Features -- A 3D Ear Acquisition System Design by Using Triangulation Imaging Principle -- Application of Enhanced-2D-CWT in Topographic Images for Mapping Landslide Risk Areas -- Three-Dimensional Object Representation Based on 2D UNL-Fourier Shape Descriptor -- Tracking. Cascaded Generative and Discriminative Learning for Visual Tracking -- Multi-distributions Particle Filter for Eye Tracking Inside a Vehicle -- Motion Recovery of a Single Camera Installed on a Wheeled Vehicle -- Gaze-Dependent Tone Mapping -- Cancer Cell Detection and Tracking Based on Local Interest Point Detectors |
|
Medical Imaging: Image Segmentation. Robust Proximal Femur Segmentation in Conventional X-Ray Images via Random Forest Regression on Multi-resolution Gradient Features -- Automatic Segmentation of Adipose Tissue from Thigh Magnetic Resonance Images -- Segmentation and Analysis of Vocal Tract from MidSagittal Real-Time MRI -- Medical Imaging: Image Registration. A Modular Registration Algorithm for Medical Images -- Medical Imaging: Image Analysis. Stochastic Extraction of Elongated Curvilinear Structures in Mammographic Images -- Detecting and Localizing Tree Nodes in Anatomic Structures of Branching Topology -- A Morphologic Analysis of Cirrhotic Liver in CT Images -- Medical Imaging: Coronary Image Analysis. 3-D Coronary Vessel Extraction Using a Novel Minimum Path Based Region Growing -- Coronary Artery MultiScale Enhancement Methods: A Comparative Study |
|
Medical Imaging: Retinal Image Analysis. Small Red Lesions Detection Using a MAS Approach -- Automatic Estimation of the Arteriolar-to-Venular Ratio in Retinal Images Using a Graph-Based Approach for Artery/Vein Classification -- Medical Imaging: Computer Aided Diagnosis. Classification Approach for Measurement of Atherosclerosis Using B-Mode Ultrasound Carotid Images -- Bag-of-Features Classification Model for the Diagnose of Melanoma in Dermoscopy Images Using Color and Texture Descriptors -- Lane Background Removal for the Classification of Thin-Layer Chromatography Images -- Medical Imaging: Brain Image Analysis. Bayesian Approach for Reconstruction of Moving Brain Dipoles -- Segmentation for Multiple Sclerosis Lesions Based on 3D Volume Enhancement and 3D Alpha Matting -- Automatic Total Generalized Variation-Based DTI Rician Denoising -- Reconstruction of HARDI Data Using a Split Bregman Optimization Approach |
|
Cell Image Analysis. Characterization of Cancer and Normal Intracellular Images by the Power Law of a Fuzzy Partition Functional -- Unsupervised Cell Nuclei Segmentation Based on Morphology and Adaptive Active Contour Modelling -- Automatic Annotation of Leishmania Infections in Fluorescence Microscopy Images -- Automatic Spectral Unmixing of Leishmania Infection Macrophage Cell Cultures Image -- RGB-D Camera Applications. Sequence Alignment for RGB-D and Motion Capture Skeletons -- Object Detection Using Active Contour Model with Depth Clue -- A Decision Forest Based Feature Selection Framework for Action Recognition from RGB-Depth Cameras -- Hierarchical Grid-Based Learning Approach for Recovering Unknown Depths in Kinect Depth Maps -- Analysis of the SoftKinetic DepthSense for Range Imaging -- The Methods of Moments. Numerical Stability Quality-Factor for Orthogonal Polynomials: Zernike Radial Polynomials Case Study -- Image Reconstruction from Orthogonal Fourier-Mellin Moments -- Break-Up Analysis of the Tear Film Based on Time, Location, Size and Shape of the Rupture Area -- Gabor Wavelet Enabled Zernike Moments for Effective Content Based Image Retrieval -- Chinese Character Recognition by Krawtchouk Moment Featuress |
|
Applications. Delineation of Impact Craters by a Mathematical Morphology Based Approach -- Steganographic Authentication Method for Electronic IDs -- Global Constraints for Syntactic Consistency in OMR: An Ongoing Approach -- Occluded Dark Field: A New Inspection Technique of Convex Mirrored Surfaces -- Interactive Prototyping of Physical Lighting -- Compressive Sensing Based Face Detection without Explicit Image Reconstruction Using Support Vector Machines -- Unsupervised Internet-Based Category Learning for Object Recognition -- An Algorithm for the Automatic Analysis of Characters Located on Car License Plates -- Image-Based Delineation of Built Heritage Masonry for Automatic Classification -- Image Analysis for Automatic Characterization of Polyhydroxyalcanoates Granules -- Building and Evaluation of a Mosaic of Images Using Aerial Photographs |
| Summary |
This book constitutes the thoroughly refereed proceedings of the 10th International Conference on Image Analysis and Recognition, ICIAR 2013, held in Póvoa do Varzim, Portugal, in June 2013, The 92 revised full papers presented were carefully reviewed and selected from 177 submissions. The papers are organized in topical sections on biometrics: behavioral; biometrics: physiological; classification and regression; object recognition; image processing and analysis: representations and models, compression, enhancement, feature detection and segmentation; 3D image analysis; tracking; medical imaging: image segmentation, image registration, image analysis, coronary image analysis, retinal image analysis, computer aided diagnosis, brain image analysis; cell image analysis; RGB-D camera applications; methods of moments; applications |
| Analysis |
Computer science |
|
Artificial intelligence |
|
Computer graphics |
|
Optical pattern recognition |
|
Biometrics |
|
Image Processing and Computer Vision |
|
Pattern Recognition |
|
Information Systems Applications (incl. Internet) |
|
computerwetenschappen |
|
computer sciences |
|
informatiesystemen |
|
information systems |
|
internet |
|
beeldverwerking |
|
image processing |
|
machine vision |
|
patroonherkenning |
|
biometrie |
|
biometry |
|
kunstmatige intelligentie |
|
computergrafie |
|
Information and Communication Technology (General) |
|
Informatie- en communicatietechnologie (algemeen) |
| Bibliography |
Includes bibliographical references and author index |
| Notes |
Online resource; title from PDF title page (SpringerLink, viewed July 31, 2013) |
| Subject |
Image analysis -- Congresses
|
|
Image processing -- Digital techniques -- Congresses
|
|
Pattern recognition systems -- Congresses
|
|
Optical pattern recognition -- Congresses
|
|
Biometric identification -- Congresses
|
|
Artificial intelligence.
|
|
Human face recognition (Computer science)
|
|
Pattern recognition systems.
|
|
Artificial Intelligence
|
|
Biometric Identification
|
|
Image Processing, Computer-Assisted
|
|
Pattern Recognition, Automated
|
|
artificial intelligence.
|
|
Human face recognition (Computer science)
|
|
Artificial intelligence
|
|
Biometric identification
|
|
Image analysis
|
|
Image processing -- Digital techniques
|
|
Optical pattern recognition
|
|
Pattern recognition systems
|
| Genre/Form |
proceedings (reports)
|
|
Conference papers and proceedings
|
|
Conference papers and proceedings.
|
|
Actes de congrès.
|
| Form |
Electronic book
|
| Author |
Kamel, Mohamed.
|
|
Campilho, A.
|
| ISBN |
9783642390944 |
|
3642390943 |
