Campilho Image Analysis and Recognition 9783319415000

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Автор: Campilho
Название: Image Analysis and Recognition
ISBN: 9783319415000
Издательство: Springer
Классификация:

Теория информации

Алгоритмы и структуры данных

Компьютерная безопасность

Безопасность работы в компьютерных сетях

Искусственный интеллект

Распознавание образов

Машинное зрение

ISBN-10: 331941500X
Обложка/Формат: Paperback
Страницы: 820
Вес: 1.27 кг.
Дата издания: 2016
Серия: Image Processing, Computer Vision, Pattern Recognition, and Graphics
Язык: English
Иллюстрации: 337 black & white illustrations, biography
Размер: 234 x 156 x 42
Читательская аудитория: General (us: trade)
Основная тема: Computer Science
Подзаголовок: 13th International Conference, ICIAR 2016, in Memory of Mohamed Kamel, P?voa de Varzim, Portugal, July 13-15, 2016, Proceedings
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание:

Adaptation Approaches in Unsupervised Learning: A Survey of the State-of-the-art and Future Directions.- Semi-supervised Dictionary Learning Based on Hilbert-Schmidt Independence Criterion.- Transferring and Compressing Convolutional Neural Networks for Face Representations.- High-Frequency Spectral Energy Map Estimation Based Gait Analysis System Using a Depth Camera for Pathology Detection.- Combining low-level features of o_ine questionnaires for handwriting identification.- Person Profiling Using Image and Facial Attributes Analyses on Unconstrained Images Retrieved from Online Sources.- Palm Print Identification and Verification using a Genetic-based Feature Extraction Technique.- PCA-based Face recognition: Similarity Measures and Number of Eigenvectors.- Image Enhancement and Restoration Sinogram Restoration Using Confidence Maps to Reduce Metal Artifact in Computed Tomography.- Enhancement of a Turbulent Degraded Frame using 2D-DTW Averaging.- Denoising Multi-view Images Using Non-local Means with Different Similarity Measures.- Image Denoising Using Euler-Lagrange Equations for Function-Valued Mappings.- Run Time Performance Enhancement of a Superpixel Based Saliency Detection Model.- Total Variation Minimization for Measure-Valued Images with Diffusion Spectrum Imaging as Motivation.- Quality Assessment of Spectral Reproductions: the Cameras Perspective.- An Image Database for Design and Evaluation of Visual Quality Metrics in Synthetic Scenarios.- Perceptual Comparison of Multi-Exposure High Dynamic Range and Single-Shot Camera RAW Photographs.- Objective image quality measures of degradation in compressed natural images and their comparison with subjective assessments.- Cell Segmentation Using Level Set Methods with a New Variance Term.- Video Object Segmentation based on Superpixel Trajectories.- Automatic Nonlinear Filtering and Segmentation for Breast Ultrasound Images.- Phenotypic Integrated Framework for Classi_cation of ADHD using fMRI 197.- Counting People in Crowded Scenes via Detection and Regression Fusion.- Multi-graph Based Salient Object Detection.- Analysis of temporal coherence in videos for action recognition.- Effectiveness of Camouage Make-up Patterns Against Face Detection Algorithms.- A Comparative Study of Vision-based Tra_c Signs Recognition.- A copy-move detection algorithm using binary gradient contours.- Object Detection and Localization using Deep Convolutional Networks with Softmax Activation and Multi-class Log Loss.- Clustering-Based Abnormal Event Detection: Experimental Comparison for Similarity Measures Efficiency.- Improved DSP Matching with RPCA for Dense Correspondences.- Bio-Inspired Boosting for Moving Objects Segmentation.- A Lightweight Face Tracking System for Video Surveillance.- Single Droplet Tracking in Jet Flow.- Video Based Group Tracking and Management.- Calibration of Shared Flat Refractive Stereo Systems.- 3D Structured Light Scanner on the Smartphone.- Stereo and active-sensor data fusion for improved stereo Block Matching.- Dense Light Disparity Estimation using Total Variation Regularization.- Target Position and Speed Estimation using LiDAR.- Combining Shape And Color for 3D Object Recognition.- Privacy-Preserving Fall Detection in Healthcare using Shape and Motion Features from Low-Resolution RGB-D Videos.- Proprioceptive Visual Tracking of a Humanoid Robot Head Motion.- A Hybrid Top-down Bottom-up Approach for the Detection of Cuboid Shaped Objects.- The Impact of Convergence Cameras in a Stereoscopic System for AUVs.- Gender recognition from face images using a fusion of SVM classifiers.- Kinship Verification from Faces via Similarity Metric Based Combination of topological and local shape features for writers gender, handedness and age classification.- Selection of User-Dependent Cohorts using Bezier Curves for Person Bag of Visual Words Approach for Bleeding Detection in Wireless Capsule Endoscopy Images.- A self-learning tumor segmen
Дополнительное описание: Adaptation Approaches in Unsupervised Learning: A Survey of the State-of-the-art and Future Directions.- Semi-supervised Dictionary Learning Based on Hilbert-Schmidt Independence Criterion.- Transferring and Compressing Convolutional Neural Networks for F

Image Analysis and Recognition, Campilho