Image Analysis and Processing – ICIAP 2013: 17th International Conference, Naples, Italy, September 9-13, 2013. Proceedings, Part I

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This two volume set (LNCS 8156 and 8157) constitutes the refereed proceedings of the 17th International Conference on Image Analysis and Processing, ICIAP 2013, held in Naples, Italy, in September 2013. The 162 papers presented were carefully reviewed and selected from 354 submissions. The papers aim at highlighting the connection and synergies of image processing and analysis with pattern recognition and machine learning, human computer systems, biomedical imaging and applications, multimedia interaction and processing, 3D computer vision, and understanding objects and scene.

Author(s): Radu Tudor Ionescu, Marius Popescu (auth.), Alfredo Petrosino (eds.)
Series: Lecture Notes in Computer Science 8156
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2013

Language: English
Pages: 858
Tags: Image Processing and Computer Vision; Pattern Recognition; Artificial Intelligence (incl. Robotics); Algorithm Analysis and Problem Complexity

Front Matter....Pages -
Speeding Up Local Patch Dissimilarity....Pages 1-10
A Graph-Based Hierarchical Image Segmentation Method Based on a Statistical Merging Predicate....Pages 11-20
Application of Local Binary Pattern to Windowed Nonlocal Means Image Denoising....Pages 21-30
Integrating Color Sampling into Depth Based Bilayer Segmentation....Pages 31-40
Local Intrinsic Dimensionality Based Features for Clustering....Pages 41-50
Deeply Optimized Hough Transform: Application to Action Segmentation....Pages 51-60
Layout-Based Document-Retrieval System by Radon Transform Using Dynamic Time Warping....Pages 61-70
Evaluation of Low-Level Image Representations for Illumination-Insensitive Recognition of Textureless Objects....Pages 71-80
Kernels for Visual Words Histograms....Pages 81-90
A New Adaptive Zoning Technique for Handwritten Digit Recognition....Pages 91-100
Image Annotation by Learning Label-Specific Distance Metrics....Pages 101-110
Approximating the Skeleton for Fine-to-Coarse Shape Representation....Pages 111-120
Learning Iterative Strategies in Multi-Expert Systems Using SVMs for Digit Recognition....Pages 121-130
Learning Precise Local Boundaries in Images from Human Tracings....Pages 131-140
Age Estimation Using Local Binary Pattern Kernel Density Estimate....Pages 141-150
Improving the Quality of Color Image Segmentation Using Genetic Algorithm....Pages 151-160
Detection of the Vanishing Line of the Ocean Surface from Pairs of Scale-Invariant Keypoints....Pages 161-169
Average Common Submatrix: A New Image Distance Measure....Pages 170-180
A Fast Jensen-Shannon Subgraph Kernel....Pages 181-190
Evaluation of Interactive Segmentation Algorithms Using Densely Sampled Correct Interactions....Pages 191-200
Estimating Complex Refractive Index Using Ellipsometry....Pages 201-210
Lazy Nonlinear Diffusion Parameter Estimation....Pages 211-220
Analysis of WD Face Dictionary for Sparse Coding Based Face Recognition....Pages 221-230
Fast and Robust Edge-Guided Exemplar-Based Image Inpainting....Pages 231-240
A Watershed-Based Segmentation Technique for Multiresolution Data....Pages 241-250
Database for Arabic Printed Text Recognition Research....Pages 251-259
On the Stability of Ranks to Low Image Quality in Biometric Identification Systems....Pages 260-269
Approximated Overlap Error for the Evaluation of Feature Descriptors on 3D Scenes....Pages 270-279
Exploiting the Golden Ratio on Human Faces for Head-Pose Estimation....Pages 280-289
An Interactive Video Retrieval Approach Based on Latent Topics....Pages 290-299
Performance Study of a Regularization-Based Deformable Handwritten Recognition Approach....Pages 300-309
Layered Self-Organizing Map for Image Classification in Unrestricted Domains....Pages 310-319
Wide Area Camera Localization....Pages 320-329
Arabic Printed Word Recognition Using Windowed Bernoulli HMMs....Pages 330-339
Head Direction Estimation from Silhouette....Pages 340-350
Combined Supervised / Unsupervised Algorithm for Skin Detection: A Preliminary Phase for Face Detection....Pages 351-360
Conic Based Camera Re-calibration after Zooming....Pages 361-370
Dynamic Hierarchical Segmentation of Remote Sensing Images....Pages 371-380
Road Traffic Conflict Analysis from Geo-referenced Stereo Sequences....Pages 381-390
Adaptive Compression of Stereoscopic Images....Pages 391-399
Trajectory Similarity Measures Using Minimal Paths....Pages 400-409
Structured Multi-class Feature Selection for Effective Face Recognition....Pages 410-419
Measuring Sandy Bottom Dynamics by Exploiting Depth from Stereo Video Sequences....Pages 420-430
Daily Living Activities Recognition via Efficient High and Low Level Cues Combination and Fisher Kernel Representation....Pages 431-441
What Epipolar Geometry Can Do for Video-Surveillance....Pages 442-451
Class Representative Computation Using Graph Embedding....Pages 452-461
Robust Selective Stereo SLAM without Loop Closure and Bundle Adjustment....Pages 462-471
Demographics versus Biometric Automatic Interoperability....Pages 472-481
Edge Detection on Polynomial Texture Maps....Pages 482-491
A Ripplet Transform Based Statistical Framework for Natural Color Image Retrieval....Pages 492-502
A Fully Automatic Approach for the Accurate Localization of the Pupils....Pages 503-512
Problems in Distortion Corrected Texture Classification and the Impact of Scale and Interpolation....Pages 513-522
On Optimized Color Image Coding Using Correlation of Primary Colors....Pages 523-531
Towards Learning Hierarchical Compositional Models in the Presence of Clutter....Pages 532-541
Social Groups Detection in Crowd through Shape-Augmented Structured Learning....Pages 542-551
Evaluation of Statistical Features for Medical Image Retrieval....Pages 552-561
Hierarchical Image Representation Simplification Driven by Region Complexity....Pages 562-571
Anisotropic Diffusion and Curve Evolution for Segmentation of Color Images in Cultural Heritage....Pages 572-581
Comparison of Three Approaches for Scenario Classification for the Automotive Field....Pages 582-591
Adverse Driving Conditions Alert: Investigations on the SWIR Bandwidth for Road Status Monitoring....Pages 592-601
Simple and Robust Facial Portraits Recognition under Variable Lighting Conditions Based on Two-Dimensional Orthogonal Transformations....Pages 602-611
Investigation of Different Classification Models to Determine the Presence of Leukemia in Peripheral Blood Image....Pages 612-621
Estimating the Serial Combination’s Performance from That of Individual Base Classifiers....Pages 622-631
3D Interest Points Detection Using Symmetric Surround-Based Surface Saliency....Pages 632-641
Robust Silhouette Extraction from Kinect Data....Pages 642-651
A Modified SIFT Descriptor for Image Matching under Spectral Variations....Pages 652-661
A New Fuzzy Skeletonization Algorithm and Its Applications to Medical Imaging....Pages 662-671
A Subunit-Based Dynamic Time Warping Approach for Hand Movement Recognition....Pages 672-681
Softmax Regression for ECOC Reconstruction....Pages 682-691
Multisubjects Tracking by Time-of-Flight Camera....Pages 692-701
3D Tracking of Honeybees Enhanced by Environmental Context....Pages 702-711
Classification of Pollen Apertures Using Bag of Words....Pages 712-721
Evaluating Temporal Information for Social Image Annotation and Retrieval....Pages 722-732
VSCAN: An Enhanced Video Summarization Using Density-Based Spatial Clustering....Pages 733-742
On the Impact of Alterations on Face Photo Recognition Accuracy....Pages 743-751
An Efficient Indexing Scheme Based on Linked-Node m-Ary Tree Structure....Pages 752-762
A Natural Interface for the Training of Medical Personnel in an Immersive and Virtual Reality System....Pages 763-772
Saliency Based Image Cropping....Pages 773-782
First Quantization Coefficient Extraction from Double Compressed JPEG Images....Pages 783-792
Soccer Ball Detection with Isophotes Curvature Analysis....Pages 793-802
A Bayesian Approach to Tracking Learning Detection....Pages 803-812
Blind Invisible Watermarking Technique in DT-CWT Domain Using Visual Cryptography....Pages 813-822
An Ensemble Algorithm Framework for Automated Stereology of Cervical Cancer....Pages 823-832
Attributed Relational SIFT-Based Regions Graph for Art Painting Retrieval....Pages 833-842
Video Segmentation Framework by Dynamic Background Modelling....Pages 843-852
Back Matter....Pages -