Image analysis and recognition : 11th international conference, ICIAR 2014, Vilamoura, Portugal, October 22 - 24, 2014 ; proceedings. 1

Description

The two volumes LNCS 8814 and 8815 constitute the thoroughly refereed proceedings of the 11th International Conference on Image Analysis and Recognition, ICIAR 2014, held in Vilamoura, Portugal, in October 2014. The 107 revised full papers presented were carefully reviewed and selected from 177 submissions. The papers are organized in the following topical sections: image representation and models; sparse representation; image restoration and enhancement; feature detection and image segmentation; classification and learning methods; document image analysis; image and video retrieval; remote sensing; applications; action, gestures and audio-visual recognition; biometrics; medical image processing and analysis; medical image segmentation; computer-aided diagnosis; retinal image analysis; 3D imaging; motion analysis and tracking; and robot vision Front Matter....Pages I-XXIII Front Matter....Pages 1-1 Path Descriptors for Geometric Graph Matching and Registration....Pages 3-11 A Method to Detect Repeated Unknown Patterns in an Image....Pages 12-19 Some “Weberized” $$L^2$$ -Based Methods of Signal/Image Approximation....Pages 20-29 A New Compressor for Measuring Distances among Images....Pages 30-37 Perceptual Evaluation of Demosaicing Artefacts....Pages 38-45 Multiscale Shape Description with Laplacian Profile and Fourier Transform....Pages 46-54 Structural Similarity-Based Approximation over Orthogonal Bases: Investigating the Use of Individual Component Functions $$S_k(\mathbf{x} ,\mathbf{y})$$ ....Pages 55-64 2D Thinning Algorithms with Revised Endpixel Preservation....Pages 65-72 Front Matter....Pages 73-73 A New Landmark-Independent Tool for Quantifying and Characterizing Morphologic Variation....Pages 75-83 Low Light Image Enhancement via Sparse Representations....Pages 84-93 Incremental and Multi-feature Tensor Subspace Learning Applied for Background Modeling and Subtraction....Pages 94-103 Face Image Super-Resolution Based on Topology ICA and Sparse Representation....Pages 104-111 Iterative Sparse Coding for Colorization Based Compression....Pages 112-120 Noise Modelling in Parallel Magnetic Resonance Imaging: A Variational Approach....Pages 121-128 Front Matter....Pages 129-129 An Examination of Several Methods of Hyperspectral Image Denoising: Over Channels, Spectral Functions and Both Domains....Pages 131-140 Towards a Comprehensive Evaluation of Ultrasound Speckle Reduction....Pages 141-149 An Evaluation of Potential Functions for Regularized Image Deblurring....Pages 150-158 Drawing Parrots with Charcoal....Pages 159-166 Unconstrained Structural Similarity-Based Optimization....Pages 167-176 Front Matter....Pages 177-177 Reflectance-Based Segmentation Using Photometric and Illumination Invariants....Pages 179-186 Front Matter....Pages 177-177 Meta-learning for Adaptive Image Segmentation....Pages 187-197 Dynamic Multiple View Geometry with Affine Cameras....Pages 198-206 Energy Minimization by $$\alpha $$ -Erosion for Supervised Texture Segmentation....Pages 207-214 ALOE: Augmented Local Operator for Edge Detection....Pages 215-223 Multiple Object Detection with Occlusion Using Active Contour Model and Fuzzy C-Mean....Pages 224-233 Front Matter....Pages 235-235 Conversational Interaction Recognition Based on Bodily and Facial Movement....Pages 237-245 Handwritten Digit Recognition Using SVM Binary Classifiers and Unbalanced Decision Trees....Pages 246-255 A Visual-Based Driver Distraction Recognition and Detection Using Random Forest....Pages 256-265 Improving Representation of the Positive Class in Imbalanced Multiple-Instance Learning....Pages 266-273 Restricted Boltzmann Machines for Gender Classification....Pages 274-281 DropAll: Generalization of Two Convolutional Neural Network Regularization Methods....Pages 282-289 Transfer Learning Using Rotated Image Data to Improve Deep Neural Network Performance....Pages 290-300 Catalogue-Based Traffic Sign Asset Management: Towards User’s Effort Minimisation....Pages 301-308 Scalable Prototype Learning Using GPUs....Pages 309-319 Fuzzy Integral Combination of One-Class Classifiers Designed for Multi-class Classification....Pages 320-328 Automatic Classification of Human Body Postures Based on Curvelet Transform....Pages 329-337 QR Code Localization Using Boosted Cascade of Weak Classifiers....Pages 338-345 Front Matter....Pages 347-347 Using Scale-Space Anisotropic Smoothing for Text Line Extraction in Historical Documents....Pages 349-358 Multi-script Identification from Printed Words....Pages 359-368 Segmentation-Free Keyword Retrieval in Historical Document Images....Pages 369-378 Front Matter....Pages 347-347 Character-Level Alignment Using WFST and LSTM for Post-processing in Multi-script Recognition Systems - A Comparative Study....Pages 379-386 Handwritten and Printed Text Separation: Linearity and Regularity Assessment....Pages 387-394 Parallel Layer Scanning Based Fast Dot/Dash Line Detection Algorithm for Large Scale Binary Document Images....Pages 395-402 A Hybrid CRF/HMM Approach for Handwriting Recognition....Pages 403-410 Front Matter....Pages 411-411 Exploring the Impact of Inter-query Variability on the Performance of Retrieval Systems....Pages 413-420 Relevance Assessment for Visual Video Re-ranking....Pages 421-430 Front Matter....Pages 431-431 Delineation of Martian Craters Based on Edge Maps and Dynamic Programming....Pages 433-440 Automatic Interpretation of Remotely Sensed Images for Urban Form Assessment....Pages 441-449 Image Mosaicing by Camera Pose Estimation Based on Extended Kalman Filter....Pages 450-457 Front Matter....Pages 459-459 A Fast Plain Copy-Move Detection Algorithm Based on Structural Pattern and 2D Rabin-Karp Rolling Hash....Pages 461-468 Automatic Annotation of an Ultrasound Corpus for Studying Tongue Movement....Pages 469-476 Improving Fire Detection Reliability by a Combination of Videoanalytics....Pages 477-484 Automatic Method for Visual Grading of Seed Food Products....Pages 485-495 Weight Estimation of Pigs Using Top-View Image Processing....Pages 496-503 An Efficient Image Self-recovery and Tamper Detection Using Fragile Watermarking....Pages 504-513 Back Matter....Pages 515-518