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Computer Analysis of Images and Patterns -

Computer Analysis of Images and Patterns

16th International Conference, CAIP 2015, Valletta, Malta, September 2-4, 2015, Proceedings, Part II
Buch | Softcover
XXII, 799 Seiten
2015 | 1st ed. 2015
Springer International Publishing (Verlag)
9783319231167 (ISBN)
CHF 74,85 inkl. MwSt
The two volume set LNCS 9256 and 9257 constitutes the refereed proceedings of the 16th International Conference on Computer Analysis of Images and Patterns, CAIP 2015, held in Valletta, Malta, in September 2015. The 138 papers presented were carefully reviewed and selected from numerous submissions. CAIP 2015 is the sixteenth in the CAIP series of biennial international conferences devoted to all aspects of computer vision, image analysis and processing, pattern recognition, and related fields.

Texture and mathematical morphology for hot-spot detection in whole slice images of meningiomas and oligodendrogliomas.- Scale estimation in multiple models Fitting via Consensus Clustering.- Writer Identification and Retrieval using a Convolutional Neural Network.- Optical Truck Tracking for Autonomous Platooning.- Combination of Air- and Water-Calibration for a Fringe Projection Based Underwater 3D-Scanner.- Calibration of Stereo 3D Scanners with Minimal Number of Views Using Plane Targets and Vanishing Points.- Spatially Aware Enhancement of BoVW-based Image Retrieval Exploiting Saliency Map.- An Edge-based Matching Kernel for Graphs through the Directed Line Graphs.- The Virtues of Peer Pressure: A Simple Method for Discovering High-Value Mistakes.- Binarization of MultiSpectral Document Images.- Parallel 2D local pattern spectra of moment invariants for galaxy classification.- Automatic detection of nodules in legumes by imagery in a phenotyping Context.- Human Skin Segmentation Improved by Saliency Detection.- Disparity Estimation for Image Fusion in a Multi-aperture Camera.- Optimizing the Accuracy and Compactness of Multi-View Reconstructions.- Multiframe Super-Resolution for Flickering Objects.- Entropy-based automatic segmentation and extraction of tumors from brain MRI images.- Multiple Hypothesis Tracking with Sign Language Hand Motion Constraints.- Combining Features for Texture Analysis.- A novel canonical form for the registration of non rigid 3D shapes.- A NewOne Class Classifier Based on Ensemble of Binary Classifiers.- Real-Time Head Pose Estimation Using Multi-Variate RVM on Faces in the Wild.- A Verification-based Multithreshold Probing Approach to HEp-2 Cell Segmentation.- Precise cross-section estimation on tubular organs.- Materials Classification using Sparse Gray-Scale Bidirectional Reflectance Measurements.- Multiscale blood vessel delineation using B-COSFIRE Filters.- Progressive Blind Deconvolution.- Leaf-based plant identification through morphological characterization in digital images.- Cutting edge localisation in an edge profile milling head.- Recognition of architectural and electrical symbols by COSFIRE Filters with inhibition.- Improving Cross-Domain Concept Detection via Object-based Features.- Deep learning for feature extraction of Arabic Handwritten Script.- Automatic Summary Creation by Applying Natural Language Processing on Unstructured Medical Records.- Bilateral Filtering of 3D Point Clouds for Refined 3D Roadside Reconstructions.- Can Computer Vision Problems Benefit from Structured Hierarchical Classification?- A Multiple Classifier Learning by Sampling System for White Blood Cells Segmentation.- TECA: Petscale Pattern Recognition for Climate Science.- Visualization of Regression Models using Discriminative Dimensionality Reduction.- Evalulation of multi-view 3D reconstruction software.- Sample size for maximum likelihood estimates of Gaussian model.- Projective Label Propagation by Label Embedding.- Simplifying Indoor Scenes for Real-time Manipulation on Mobile Devices.- Image Contrast Enhancement by Distances Among Points in Fuzzy Hyper-cubes.- Iris Recognition Using Discrete Cosine Transform and Relational Measures.- 3D Texture Recognition for RGB-D Images.- Detection and Classification of Interesting Parts in Scanned Documents by Means of AdaBoost Classification and Low-level Features Verification.- Speed parameters in the level-set segmentation.- Bayesian Networks-based Defects Classes Discrimination in Weld Radiographic Images.- Feature Selection in Gait Classification using Geometric PSO Assisted by SVM.- Automatic Images Annotation Extension Using a Probabilistic Graphical Model.- An Improved ANOVA Algorithm for Crop Mark Extraction from Large Aerial Images using Semantics.- An Electronic Travel Aid to Assist Blind and Visually Impaired People to Avoid Obstacles.- Cellular Skeletons: a New Approach to Topological Skeletons with Geometric Features.- Model-Free Head Pose Est

Erscheint lt. Verlag 18.8.2015
Reihe/Serie Image Processing, Computer Vision, Pattern Recognition, and Graphics
Lecture Notes in Computer Science
Zusatzinfo XXII, 799 p. 389 illus.
Verlagsort Cham
Sprache englisch
Maße 155 x 235 mm
Themenwelt Informatik Theorie / Studium Künstliche Intelligenz / Robotik
Schlagworte 3D Reconstruction • Action Recognition • artificial intelligence (incl. robotics) • biometrics • brain computer interfaces • Clustering • Computer Science • Data Compression • Genetic algorithms • Handwriting Recognition • High-resolution images • image classification • Image Retrieval • machine learning • Mobile Robot Navigation • Multimodality • Natural Language Processing • object tracking • pattern recognition • Probabilistic Graphical Models • Stereo Vision • Texture Analysis • texture similarity • video streams
ISBN-13 9783319231167 / 9783319231167
Zustand Neuware
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