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BuchGebunden
433 Seiten
Englisch
Springererschienen am07.10.2013Repr. d. Ausg. v. 2013
This book presents a broad selection of cutting-edge research, covering both theoretical and practical aspects of reconstruction, registration, and recognition. Features: investigates visual features, trajectory features, and stereo matching;mehr
Verfügbare Formate
BuchKartoniert, Paperback
EUR106,99
BuchGebunden
EUR106,99
E-BookPDF1 - PDF WatermarkE-Book
EUR96,29

Produkt

KlappentextThis book presents a broad selection of cutting-edge research, covering both theoretical and practical aspects of reconstruction, registration, and recognition. Features: investigates visual features, trajectory features, and stereo matching;
Details
ISBN/GTIN978-1-4471-5519-5
ProduktartBuch
EinbandartGebunden
Verlag
Erscheinungsjahr2013
Erscheinungsdatum07.10.2013
AuflageRepr. d. Ausg. v. 2013
ReiheAdvances in Computer Vision and Pattern Recognition
Seiten433 Seiten
SpracheEnglisch
Gewicht859 g
IllustrationenXIV, 433 p. 218 illus., 180 illus. in color.
Artikel-Nr.29465138

Inhalt/Kritik

Inhaltsverzeichnis
Visual Features: From Early Concepts to Modern Computer Vision.- Where Next in Object Recognition and How Much Supervision Do We Need?.- Recognizing Human Actions by Using Effective Codebooks and Tracking.- Evaluating and Extending Trajectory Features for Activity Recognition.- Co-Recognition of Images and Videos: Unsupervised Matching of Identical Object Patterns and its Applications.- Stereo Matching: State-of-the-Art and Research Challenges.- Visual Localization for Micro Aerial Vehicles in Urban Outdoor Environments.- Moment Constraints in Convex Optimization for Segmentation and Tracking.- Large Scale Metric Learning for Distance-Based Image Classification on Open Ended Data Sets.- Top-Down Bayesian Inference of Indoor Scenes.- Efficient Loopy Belief Propagation Using the Four Color Theorem.- Boosting k-Nearest Neighbors Classification.- Learning Object Detectors in Stationary Environments.- Video Temporal Super-Resolution Based on Self-Similarity.mehr
Kritik
From the book reviews:

"The goal of this book is to provide an overview of recent works in computer vision. ... The book is intended more for engineers and researchers who will use it as a relevant source of knowledge in the computer vision field, and benefit from the presence of recent and representative methods that are among the best existing solutions to solve the problems reviewed in the book." (Sebastien Lefevre, Computing Reviews, June, 2014)mehr

Schlagworte

Autor

Dr. Giovanni Maria Farinella is Adjunct Professor of Computer Science at the University of Catania, Italy, and Contract Professor of Computer Vision at the School of Arts of Catania, Italy. Dr. Sebastiano Battiato is Associate Professor at the University of Catania, Italy. Dr. Roberto Cipolla is Professor of Information Engineeringat the University of Cambridge, UK.
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