Image Analysis and Recognition: 13th International Conference, ICIAR 2016, in Memory of Mohamed Kamel, Póvoa de Varzim, Portugal, July 13-15, 2016, Proceedings ... Notes in Computer Science Book 9730)

This Book Constitutes The Thoroughly Refereed Proceedings Of The 13th International Conference On Image Analysis And Recognition, Iciar 2016, Held In Póvoa De Varzim, Portugal, In July 2016. The 79 Revised Full Papers And 10 Short Papers Presented Were Carefully Reviewed And Selected From 167 Submissions. The Papers Are Organized In The Following Topical Sections: Advances In Data Analytics And Pattern Recognition With Applications, Image Enhancement And Restoration, Image Quality Assessment, Image Segmentation, Pattern Analysis And Recognition, Feature Extraction, Detection And Recognition, Matching, Motion And Tracking, 3d Computer Vision, Rgb-d Camera Applications, Visual Perception In Robotics, Biometrics, Biomedical Imaging, Brain Imaging, Cardiovascular Image Analysis, Image Analysis In Ophthalmology, Document Analysis, Applications, And Obituaries. The Chapter 'morphological Separation Of Clustered Nuclei In Histological Images' Is Published Open Access Under A Cc By 4.0 License At Link.springer.com. Front Matter....Pages I-XXI Front Matter....Pages 1-1 Adaptation Approaches in Unsupervised Learning: A Survey of the State-of-the-Art and Future Directions....Pages 3-11 Semi-supervised Dictionary Learning Based on Hilbert-Schmidt Independence Criterion....Pages 12-19 Transferring and Compressing Convolutional Neural Networks for Face Representations....Pages 20-29 Efficient Melanoma Detection Using Texture-Based RSurf Features....Pages 30-37 High-Frequency Spectral Energy Map Estimation Based Gait Analysis System Using a Depth Camera for Pathology Detection....Pages 38-45 Combining Low-Level Features of Offline Questionnaires for Handwriting Identification....Pages 46-54 Person Profiling Using Image and Facial Attributes Analyses on Unconstrained Images Retrieved from Online Sources....Pages 55-62 Palm Print Identification and Verification Using a Genetic-Based Feature Extraction Technique....Pages 63-68 PCA-Based Face Recognition: Similarity Measures and Number of Eigenvectors....Pages 69-77 Front Matter....Pages 79-79 Sinogram Restoration Using Confidence Maps to Reduce Metal Artifact in Computed Tomography....Pages 81-89 Enhancement of a Turbulent Degraded Frame Using 2D-DTW Averaging....Pages 90-100 Denoising Multi-view Images Using Non-local Means with Different Similarity Measures....Pages 101-109 Image Denoising Using Euler-Lagrange Equations for Function-Valued Mappings....Pages 110-119 Runtime Performance Enhancement of a Superpixel Based Saliency Detection Model....Pages 120-130 Total Variation Minimization for Measure-Valued Images with Diffusion Spectrum Imaging as Motivation....Pages 131-137 Front Matter....Pages 139-139 Quality Assessment of Spectral Reproductions: The Camera’s Perspective....Pages 141-147 An Image Database for Design and Evaluation of Visual Quality Metrics in Synthetic Scenarios....Pages 148-153 Perceptual Comparison of Multi-exposure High Dynamic Range and Single-Shot Camera RAW Photographs....Pages 154-162 Objective Image Quality Measures of Degradation in Compressed Natural Images and their Comparison with Subjective Assessments....Pages 163-172 Front Matter....Pages 173-173 Human Detection Based on Infrared Images in Forestry Environments....Pages 175-182 Front Matter....Pages 173-173 Cell Segmentation Using Level Set Methods with a New Variance Term....Pages 183-190 Video Object Segmentation Based on Superpixel Trajectories....Pages 191-197 Interactive 3D Segmentation of Lymphatic Valves in Confocal Microscopic Images....Pages 198-205 Automatic Nonlinear Filtering and Segmentation for Breast Ultrasound Images....Pages 206-213 Front Matter....Pages 215-215 Phenotypic Integrated Framework for Classification of ADHD Using fMRI....Pages 217-225 Directional Local Binary Pattern for Texture Analysis....Pages 226-233 Kernel Likelihood Estimation for Superpixel Image Parsing....Pages 234-242 Front Matter....Pages 243-253 Rotation Tolerant Hand Pose Recognition Using Aggregation of Gradient Orientations....Pages 255-255 Extracting Lineage Information from Hand-Drawn Ancient Maps....Pages 257-267 Evaluation of Stochastic Gradient Descent Methods for Nonlinear Mapping of Hyperspectral Data....Pages 268-275 Automatic Selection of the Optimal Local Feature Detector....Pages 276-283 Multiple Object Scene Description for the Visually Impaired Using Pre-trained Convolutional Neural Networks....Pages 284-289 Front Matter....Pages 290-295 Effective Comparison Features for Pedestrian Detection....Pages 297-297 Counting People in Crowded Scenes via Detection and Regression Fusion....Pages 299-308 Multi-graph Based Salient Object Detection....Pages 309-317 Analysis of Temporal Coherence in Videos for Action Recognition....Pages 318-324 Effectiveness of Camouflage Make-Up Patterns Against Face Detection Algorithms....Pages 325-332 A Comparative Study of Vision-Based Traffic Signs Recognition Methods....Pages 333-340 A Copy-Move Detection Algorithm Using Binary Gradient Contours....Pages 341-348 Front Matter....Pages 349-357 Object Detection and Localization Using Deep Convolutional Networks with Softmax Activation and Multi-class Log Loss....Pages 297-297 Clustering-Based Abnormal Event Detection: Experimental Comparison for Similarity Measures’ Efficiency....Pages 358-366 Front Matter....Pages 367-374 Improved DSP Matching with RPCA for Dense Correspondences....Pages 375-375 An Approach to Improve Accuracy of Photo–to–Sketch Matching....Pages 377-384 Front Matter....Pages 385-393 Bio-inspired Boosting for Moving Objects Segmentation....Pages 395-395 A Lightweight Face Tracking System for Video Surveillance....Pages 397-406 Single Droplet Tracking in Jet Flow....Pages 407-414 Video Based Group Tracking and Management....Pages 415-422 Front Matter....Pages 423-430 Calibration of Shared Flat Refractive Stereo Systems....Pages 431-431 3D Structured Light Scanner on the Smartphone....Pages 433-442 Stereo and Active-Sensor Data Fusion for Improved Stereo Block Matching....Pages 443-450 Dense Lightfield Disparity Estimation Using Total Variation Regularization....Pages 451-461 Target Position and Speed Estimation Using LiDAR....Pages 462-469 Front Matter....Pages 470-477 Combining 3D Shape and Color for 3D Object Recognition....Pages 479-479 Privacy-Preserving Fall Detection in Healthcare Using Shape and Motion Features from Low-Resolution RGB-D Videos....Pages 481-489 Front Matter....Pages 490-499 Proprioceptive Visual Tracking of a Humanoid Robot Head Motion....Pages 501-501 A Hybrid Top-Down Bottom-Up Approach for the Detection of Cuboid Shaped Objects....Pages 503-511 The Impact of Convergence Cameras in a Stereoscopic System for AUVs....Pages 512-520 Front Matter....Pages 521-529 Gender Recognition from Face Images Using a Fusion of SVM Classifiers....Pages 531-531 Kinship Verification from Faces via Similarity Metric Based Convolutional Neural Network....Pages 533-538 Front Matter....Pages 539-548 Combination of Topological and Local Shape Features for Writer’s Gender, Handedness and Age Classification....Pages 531-531 Hybrid Off-Line Handwritten Signature Verification Based on Artificial Immune Systems and Support Vector Machines....Pages 549-557 Selection of User-Dependent Cohorts Using Bezier Curve for Person Identification....Pages 558-565 Front Matter....Pages 566-572 Bag of Visual Words Approach for Bleeding Detection in Wireless Capsule Endoscopy Images....Pages 573-573 Central Medialness Adaptive Strategy for 3D Lung Nodule Segmentation in Thoracic CT Images....Pages 575-582 A Self-learning Tumor Segmentation Method on DCE-MRI Images....Pages 583-590 Morphological Separation of Clustered Nuclei in Histological Images....Pages 591-598 Fitting of Breast Data Using Free Form Deformation Technique....Pages 599-607 Domain Adaptive Classification for Compensating Variability in Histopathological Whole Slide Images....Pages 608-615 Comparison of Flow Cytometry and Image-Based Screening for Cell Cycle Analysis....Pages 616-622 Front Matter....Pages 623-630 Improving QuickBundles to Extract Anatomically Coherent White Matter Fiber-Bundles....Pages 631-631 Automatic Rating of Perivascular Spaces in Brain MRI Using Bag of Visual Words....Pages 633-641 White Matter Fiber-Bundle Analysis Using Non-negative Tensor Factorization....Pages 642-649 Front Matter....Pages 650-657 A Flexible 2D-3D Parametric Image Registration Algorithm for Cardiac MRI....Pages 659-659 Sparse-View CT Reconstruction Using Curvelet and TV-Based Regularization....Pages 661-671 Estimating Ejection Fraction and Left Ventricle Volume Using Deep Convolutional Networks....Pages 672-677 A Hybrid Model for Extracting the Aortic Valve in 3D Computerized Tomography and Its Application to Calculate a New Calcium Score Index....Pages 678-686 Front Matter....Pages 687-694 Automatic Optic Disc and Fovea Detection in Retinal Images Using Super-Elliptical Convergence Index Filters....Pages 695-695 Age-Related Macular Degeneration Detection and Stage Classification Using Choroidal OCT Images....Pages 697-706 3D Retinal Vessel Tree Segmentation and Reconstruction with OCT Images....Pages 707-715 Front Matter....Pages 716-726 Segmentation of Retinal Blood Vessels Based on Ultimate Elongation Opening....Pages 695-695 Front Matter....Pages 727-733 ISauvola: Improved Sauvola’s Algorithm for Document Image Binarization....Pages 735-735 Recognition of Handwritten Arabic Words with Dropout Applied in MDLSTM....Pages 737-745 Direct Unsupervised Text Line Extraction from Colored Historical Manuscript Images Using DCT....Pages 746-752 Front Matter....Pages 753-762 Time Series Analysis of Garment Distributions via Street Webcam....Pages 763-763 Automatic System for Zebrafish Counting in Fish Facility Tanks....Pages 765-773 A Lightweight Mobile System for Crop Disease Diagnosis....Pages 774-782 Automatic Cattle Identification Using Graph Matching Based on Local Invariant Features....Pages 783-791 An Intelligent Vision-Based System Applied to Visual Quality Inspection of Beans....Pages 792-800 Back Matter....Pages 801-809 ....Pages 811-820 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.