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): Abdenour Hadid, Mohammad Ghahramani (auth.), Alfredo Petrosino (eds.)
Series: Lecture Notes in Computer Science 8157
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2013
Language: English
Pages: 766
Tags: Image Processing and Computer Vision; Pattern Recognition; Artificial Intelligence (incl. Robotics); Algorithm Analysis and Problem Complexity
Front Matter....Pages -
Improving Gait Biometrics under Spoofing Attacks....Pages 1-10
Extracting Compact Information from Image Benchmarking Tools: The SAR Despeckling Case....Pages 11-20
Automatic Aesthetic Photo Composition....Pages 21-30
Face Recognition in Uncontrolled Conditions Using Sparse Representation and Local Features....Pages 31-40
Eigenvector Sign Correction for Spectral Correspondence Matching....Pages 41-50
An Interactive Image Rectification Method Using Quadrangle Hypothesis....Pages 51-60
MRF Based Image Segmentation Augmented with Domain Specific Information....Pages 61-70
Segmentation of Time-Lapse Images with Focus on Microscopic Images of Cells....Pages 71-80
Segmentation with Incremental Classifiers....Pages 81-90
3D Femur Reconstruction Using X-Ray Stereo Pairs....Pages 91-100
Information-Based Learning of Deep Architectures for Feature Extraction....Pages 101-110
Image Classification with Multivariate Gaussian Descriptors....Pages 111-120
Non–referenced Quality Assessment of Image Processing Methods in Infrared Non-destructive Testing....Pages 121-130
Using Dominant Sets for k-NN Prototype Selection....Pages 131-140
Feature Extraction for Iris Recognition Based on Optimized Convolution Kernels....Pages 141-150
Saliency Based Aesthetic Cut of Digital Images....Pages 151-160
A Plant Recognition Approach Using Shape and Color Features in Leaf Images....Pages 161-170
Robust Coarse-to-Fine Sparse Representation for Face Recognition....Pages 171-180
SketchSPORE: A Sketch Based Domain Separation and Recognition System for Interactive Interfaces....Pages 181-190
Ontology-Assisted Object Detection: Towards the Automatic Learning with Internet....Pages 191-200
Epithelial Cell Segmentation in Histological Images of Testicular Tissue Using Graph-Cut....Pages 201-208
Urban Road Network Extraction Based on Fuzzy ART, Radon Transform and Morphological Operations on DSM Data....Pages 209-218
A Weighted Majority Vote Strategy Using Bayesian Networks....Pages 219-228
Pedestrian Detection in Poor Visibility Conditions: Would SWIR Help?....Pages 229-238
Multi-target Data Association Using Sparse Reconstruction....Pages 239-248
The Recognition of Polynomial Position and Orientation through the Finite Polynomial Discrete Radon Transform....Pages 249-258
Multiple Classifier Systems for Image Forgery Detection....Pages 259-268
Using the Watershed Transform for Iris Detection....Pages 269-278
Outdoor Environment Monitoring with Unmanned Aerial Vehicles....Pages 279-287
Training Binary Descriptors for Improved Robustness and Efficiency in Real-Time Matching....Pages 288-298
Towards Semantic KinectFusion....Pages 299-308
Face Recognition under Ageing Effect: A Comparative Analysis....Pages 309-318
A Slightly Supervised Approach for Positive/Negative Classification of Fluorescence Intensity in HEp-2 Images....Pages 319-328
Landmarks-SIFT Face Representation for Gender Classification....Pages 329-338
Discrete Morse versus Watershed Decompositions of Tessellated Manifolds....Pages 339-348
A New Algorithm for Cortical Bone Segmentation with Its Validation and Applications to In Vivo Imaging....Pages 349-358
Automatic Lesion Detection in Breast DCE-MRI....Pages 359-368
Invariants to Symmetrical Convolution with Application to Dihedral Kernel Symmetry....Pages 369-378
Observing Dynamic Urban Environment through Stereo-Vision Based Dynamic Occupancy Grid Mapping....Pages 379-388
A Multiple Classifier Approach for Detecting Naked Human Bodies in Images....Pages 389-398
Diversity in Ensembles of Codebooks for Visual Concept Detection....Pages 399-408
A Novel Method for Fast Processing of Large Remote Sensed Image....Pages 409-418
MATRIOSKA: A Multi-level Approach to Fast Tracking by Learning....Pages 419-428
Towards a Realistic Distribution of Cells in Synthetically Generated 3D Cell Populations....Pages 429-438
Single Textual Image Super-Resolution Using Multiple Learned Dictionaries Based Sparse Coding....Pages 439-448
Mixed Kernel Function SVM for Pulmonary Nodule Recognition....Pages 449-458
Fast and Accurate Tree-Based Clustering for Japanese/Chinese Character Recognition....Pages 459-468
Towards Automatic Hands Detection in Single Images....Pages 469-478
Precise 3D Angle Measurements in CT Wrist Images....Pages 479-488
Layout Estimation of Highly Cluttered Indoor Scenes Using Geometric and Semantic Cues....Pages 489-499
Dissimilarity Measures for the Identification of Earthquake Focal Mechanisms....Pages 500-509
Texture Classification Based on Co-occurrence Matrix and Neuro-Morphological Approach....Pages 510-521
A Virtually Continuous Representation of the Deep Structure of Scale-Space....Pages 522-531
Integral Spiral Image for Fast Hexagonal Image Processing....Pages 532-541
Rough Set Based Homogeneous Unsharp Masking for Bias Field Correction in MRI....Pages 542-551
Real-Time Estimation of Planar Surfaces in Arbitrary Environments Using Microsoft Kinect Sensor....Pages 552-561
Data Ranking and Clustering via Normalized Graph Cut Based on Asymmetric Affinity....Pages 562-571
A Boosting-Based Approach to Refine the Segmentation of Masses in Mammography....Pages 572-580
Visual Concept Detection and Annotation via Multiple Kernel Learning of Multiple Models....Pages 581-590
Facial Expression Recognition Based on Perceived Facial Images and Local Feature Matching....Pages 591-600
Real-Time 2DHoG-2DPCA Algorithm for Hand Gesture Recognition....Pages 601-610
Shearlet Network-based Sparse Coding Augmented by Facial Texture Features for Face Recognition....Pages 611-620
Fuzzy Analysis of Classifier Handshapes from 3D Sign Language Data....Pages 621-630
Cooking Action Recognition with i VAT: An Interactive Video Annotation Tool....Pages 631-641
Spatial Resolution and Distance Information for Color Quantization....Pages 642-651
On the Robustness of Color Texture Descriptors across Illuminants....Pages 652-662
Semiotic-based Conceptual Modelling of Hypermedia....Pages 663-672
Modelling Visual Appearance of Handwriting....Pages 673-682
Learning the Scene Illumination for Color-Based People Tracking in Dynamic Environment....Pages 683-692
Multicamera People Tracking Using a Locus-based Probabilistic Occupancy Map....Pages 693-702
Construction and Application of Marine Oil Spill Gravity Vector Differences Detection Model....Pages 703-710
A Graph-Based Method for PET Image Segmentation in Radiotherapy Planning: A Pilot Study....Pages 711-720
White Paper on Industrial Applications of Computer Vision and Pattern Recognition....Pages 721-730
Empty Vehicle Detection with Video Analytics....Pages 731-739
Stock Control through Video Surveillance in Logistics....Pages 740-748
H.264 Sensor Aided Video Encoder for UAV BLOS Missions....Pages 749-752
Pattern Recognition for Defect Detection in Uncontrolled Environment Railway Applications....Pages 753-757
Erratum: Epithelial Cell Segmentation in Histological Images of Testicular Tissue Using Graph-Cut....Pages E1-E1
Back Matter....Pages -
