Advanced Concepts for Intelligent Vision Systems
Springer International Publishing (Verlag)
978-3-319-48679-6 (ISBN)
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.
Gradients versus Grey Values for Sparse Image Reconstruction and Inpainting-Based Compression.- Global Bilateral Symmetry Detection Using Multiscale Mirror Histograms.- Neural Network Boundary Detection for 3D Vessel Segmentation.- A Simple Human Activity Recognition Technique using DCT.- Hand Gesture Recognition using Infrared Imagery Provided by Leap Motion Controller.- Horizon line detection from fisheye images using color local image region descriptors and Bhattacharyya coefficient-based distance.- Joint Segmentation Of Myocardium On Multi State Spect Images.- Parallel Hough space image generation method for real time lane detection.- A Novel Decentralised System Architecture for Multi-Camera Target Tracking.- Intramolecular FRET efficiency measures for time-lapse fluorescence microscopy images.- Predicting Image Aesthetics with Deep Learning.- Automatic Image Splicing Detection Based On Noise Density Analysis In Raw Images.- Breast Shape Parametrization through Planar Projections.- Decreasing Time Consumption of Microscopy Image Segmentation through Parallel Processing on the GPU.- Coral reef fish detection and recognition in underwater videos by supervised machine learning : Comparison between Deep Learning and hog+svm methods.- A Real-time Eye Gesture Recognition System Based on Fuzzy Inference System for Mobile Devices Monitoring.- Spatially Varying Weighting Function-based Global and Local Statistical Active Contours. Application to X-ray Images.- Vegetation segmentation in cornfield images using bag of words.- Fast Traffic Sign Recognition Using Color Segmentation and Deep Convolutional Networks.- The Orlando Project: a 28 nm FDSOI Low Memory Embedded Neural Network ASIC.- Factor Analysis of Dynamic Sequence with Spatial Prior for 2D Cardiac Spect Sequences Analysis.- Soccer Player Detection with Only Color Features Selected Using Informed Haar-like Features.- Person Re-identification in frontal gait sequences via Histogram of Optic flow Energy Image.-A Bayesian approach to linear unmixing in the presence of highly mixed spectra.- Key frames extraction based on local features for efficient video summarization.- A simple evaluation procedure for range camera measurement quality.- Accordion Representation based Multi-scale Covariance Descriptor for Multi-shot Person Re-identification.- Jensen Shannon divergence as reduced reference measure for image denoising.- Visual Localization using Sequence Matching Based on Multi-feature Combination.- Towards Automated Drone Surveillance in Railways: State-of-the-Art and Future Directions.- Combining Stacked Denoising Autoencoders and Random Forests for Face Detection.- Multimodal Registration of PET/MR Brain Images based on Adaptive Mutual Information.- Aerial detection in maritime scenarios using convolutional neural networks.- R3P: Real-time RGB-D Registration Pipeline.- Vector Quantization Enhancement for Computer Vision Tasks.- Learning Approaches for Parking Lots Classification.- Video event detection based non-stationary Bayesian networks.- Optimized Connected Components Labeling with Pixel Prediction.- Hierarchical Fast Mean-Shift Segmentation in Depth Images.- Robust Color Watermarking Method Based On Clifford Transform.- Action-02MCF: A robust space-time Correlation Filter for Action Recognition in clutter and adverse lighting conditions.- An Image Quality Metric With Reference For Multiply Distorted Image.- 3D Planar RGB-D SLAM System.- Towards a generic m-svm parameters estimation using overlapping swarm intelligence for handwritten characters recognition.- Human Action Recognition Based on Temporal Pyramid of Key Poses Using RGB-D Sensors.- Multi-layer Dictionary Learning for Image Classification.- Intelligent Vision System for ASD Diagnosis and Assessment.- Visual Target Detection and Tracking in UAV EO/IR Videos by Moving Background Subtraction.- A Multiphase Level Set Method on Graphs for Hyperspectral Image Segmentation.- A Mobile Application for Leaf Detection in Complex Background using Saliency Maps.- Content-based mammogram retrieval using mixed kernel PCA and curvelet transform.- Combination of RGB-D Features for Head and Upper Body Orientation Classification.- A parametric algorithm for skyline extraction.- Quaternion linear color edge-glowing filter using genetic algorithm.- Scalable Vision System for Mouse Homecage Ethology.- Spatio-Temporal Features Learning with 3DPyraNet.- Automatic segmentation of tv news into stories using visual and temporal information.- Wavelet neural network initialization using LTS for DNA Sequence Classification.- Collection of Visual Data in Climbing Experiments for Addressing the Role of Multi-Modal Exploration in Motor Learning Efficiency.- Fog Augmentation of Road Images for Performance Analysis of Traffic Sign Detection Algorithms.- Statistical Modeling based Adaptive Parameter Setting for Random Walk Segmentation.- On-the-y Architecture Design and Implementation of a Real-Time Stereovision System.- Complex Image Processing Using Correlated Color Information.- Using PNU-based Techniques to Detect Alien Frames in Videos.
Erscheinungsdatum | 22.11.2016 |
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Reihe/Serie | Image Processing, Computer Vision, Pattern Recognition, and Graphics | Lecture Notes in Computer Science |
Zusatzinfo | XVIII, 749 p. 326 illus. |
Verlagsort | Cham |
Sprache | englisch |
Maße | 155 x 235 mm |
Themenwelt | Informatik ► Grafik / Design ► Digitale Bildverarbeitung |
Schlagworte | 3d imaging • activity recognition and understanding • Applications • biometrics • clustering and classification • Computer Science • computer vision • Computer vision representations • conference proceedings • Deep learning • evoluationary computation • feature extraction • Image Processing • image processing and computer vision • image search • Image Segmentation • Informatics • machine learning • Multimedia Streaming • multimodal registration • Ontology • Optimization • Research • Tracking • Video Search • Video segmentation |
ISBN-10 | 3-319-48679-9 / 3319486799 |
ISBN-13 | 978-3-319-48679-6 / 9783319486796 |
Zustand | Neuware |
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