Advanced Concepts for Intelligent Vision Systems: 17th International Conference, ACIVS 2016, Lecce, Italy, October 24-27, 2016, Proceedings (Lecture Notes in Computer Science Book 10016)

This book constitutes the refereed proceedings of the 17th International Conference on Advanced Concepts for Intelligent Vision Systems, ACIVS 2016, held in Lecce, Italy, in October 2016. The 64 revised full papers presented in this volume were carefully selected from 137 submissions. They deal with classical low-level image processing techniques; image and video compression; 3D; security and forensics; and evaluation methodologies. Front Matter....Pages I-XVIII Gradients versus Grey Values for Sparse Image Reconstruction and Inpainting-Based Compression....Pages 1-13 Global Bilateral Symmetry Detection Using Multiscale Mirror Histograms....Pages 14-24 Neural Network Boundary Detection for 3D Vessel Segmentation....Pages 25-36 A Simple Human Activity Recognition Technique Using DCT....Pages 37-46 Hand Gesture Recognition Using Infrared Imagery Provided by Leap Motion Controller....Pages 47-57 Horizon Line Detection from Fisheye Images Using Color Local Image Region Descriptors and Bhattacharyya Coefficient-Based Distance....Pages 58-70 Joint Segmentation of Myocardium on Rest and Stress Spect Images....Pages 71-80 Parallel Hough Space Image Generation Method for Real-Time Lane Detection....Pages 81-91 A Novel Decentralised System Architecture for Multi-camera Target Tracking....Pages 92-104 Intramolecular FRET Efficiency Measures for Time-Lapse Fluorescence Microscopy Images....Pages 105-116 Predicting Image Aesthetics with Deep Learning....Pages 117-125 Automatic Image Splicing Detection Based on Noise Density Analysis in Raw Images....Pages 126-134 Breast Shape Parametrization Through Planar Projections....Pages 135-146 Decreasing Time Consumption of Microscopy Image Segmentation Through Parallel Processing on the GPU....Pages 147-159 Coral Reef Fish Detection and Recognition in Underwater Videos by Supervised Machine Learning: Comparison Between Deep Learning and HOG+SVM Methods....Pages 160-171 A Real-Time Eye Gesture Recognition System Based on Fuzzy Inference System for Mobile Devices Monitoring....Pages 172-180 Spatially Varying Weighting Function-Based Global and Local Statistical Active Contours. Application to X-Ray Images....Pages 181-192 Vegetation Segmentation in Cornfield Images Using Bag of Words....Pages 193-204 Fast Traffic Sign Recognition Using Color Segmentation and Deep Convolutional Networks....Pages 205-216 The Orlando Project: A 28 nm FD-SOI Low Memory Embedded Neural Network ASIC....Pages 217-227 Factor Analysis of Dynamic Sequence with Spatial Prior for 2D Cardiac Spect Sequences Analysis....Pages 228-237 Soccer Player Detection with only Color Features Selected Using Informed Haar-like Features....Pages 238-249 Person Re-identification in Frontal Gait Sequences via Histogram of Optic Flow Energy Image....Pages 250-262 A Bayesian Approach to Linear Unmixing in the Presence of Highly Mixed Spectra....Pages 263-274 Key Frames Extraction Based on Local Features for Efficient Video Summarization....Pages 275-285 A Simple Evaluation Procedure for Range Camera Measurement Quality....Pages 286-296 Accordion Representation Based Multi-scale Covariance Descriptor for Multi-shot Person Re-identification....Pages 297-310 Jensen Shannon Divergence as Reduced Reference Measure for Image Denoising....Pages 311-323 Visual Localization Using Sequence Matching Based on Multi-feature Combination....Pages 324-335 Towards Automated Drone Surveillance in Railways: State-of-the-Art and Future Directions....Pages 336-348 Combining Stacked Denoising Autoencoders and Random Forests for Face Detection....Pages 349-360 Multimodal Registration of PET/MR Brain Images Based on Adaptive Mutual Information....Pages 361-372 Aerial Detection in Maritime Scenarios Using Convolutional Neural Networks....Pages 373-384 Vector Quantization Enhancement for Computer Vision Tasks....Pages 385-397 Learning Approaches for Parking Lots Classification....Pages 398-409 Video Event Detection Based Non-stationary Bayesian Networks....Pages 410-418 Optimized Connected Components Labeling with Pixel Prediction....Pages 419-430 Hierarchical Fast Mean-Shift Segmentation in Depth Images....Pages 431-440 Robust Color Watermarking Method Based on Clifford Transform....Pages 441-452 Action-02MCF: A Robust Space-Time Correlation Filter for Action Recognition in Clutter and Adverse Lighting Conditions....Pages 453-464 An Image Quality Metric with Reference for Multiply Distorted Image....Pages 465-476 3D Planar RGB-D SLAM System....Pages 477-485 Towards a Generic M-SVM Parameters Estimation Using Overlapping Swarm Intelligence for Handwritten Characters Recognition....Pages 486-497 Human Action Recognition Based on Temporal Pyramid of Key Poses Using RGB-D Sensors....Pages 498-509 Multi-layer Dictionary Learning for Image Classification....Pages 510-521 Intelligent Vision System for ASD Diagnosis and Assessment....Pages 522-533 Visual Target Detection and Tracking in UAV EO/IR Videos by Moving Background Subtraction....Pages 534-546 A Multiphase Level Set Method on Graphs for Hyperspectral Image Segmentation....Pages 547-558 A Mobile Application for Leaf Detection in Complex Background Using Saliency Maps....Pages 559-569 Content-Based Mammogram Retrieval Using Mixed Kernel PCA and Curvelet Transform....Pages 570-581 Combination of RGB-D Features for Head and Upper Body Orientation Classification....Pages 582-590 A Parametric Algorithm for Skyline Extraction....Pages 591-603 Quaternion Linear Color Edge-Glowing Filter Using Genetic Algorithm....Pages 604-615 Scalable Vision System for Mouse Homecage Ethology....Pages 616-625 Spatiotemporal Features Learning with 3DPyraNet....Pages 626-637 Automatic Segmentation of TV News into Stories Using Visual and Temporal Information....Pages 638-647 Wavelet Neural Network Initialization Using LTS for DNA Sequence Classification....Pages 648-660 Collection of Visual Data in Climbing Experiments for Addressing the Role of Multi-modal Exploration in Motor Learning Efficiency....Pages 661-673 Fog Augmentation of Road Images for Performance Analysis of Traffic Sign Detection Algorithms....Pages 674-684 ....Pages 685-697 This book constitutes the thoroughly refereed proceedings of the 15th International Conference on Advanced Concepts for Intelligent Vision Systems, ACIVS 2013, held in Poznań, Poland, in October 2013. The 63 revised full papers were carefully selected from 111 submissions. The topics covered are aquisition, pre-processing and coding, biometry, classification and recognition, depth, 3D and tracking, efficient implementation and frameworks, low level image analysis, segmentation, and video analysis.