Detailansicht
Advanced Topics in Computer Vision
eBook - Advances in Computer Vision and Pattern Recognition
ISBN/EAN: 9781447155201
Umbreit-Nr.: 9277479
Sprache:
Englisch
Umfang: 433 S., 18.77 MB
Format in cm:
Einband:
Keine Angabe
Erschienen am 24.09.2013
Auflage: 1/2013
E-Book
Format: PDF
DRM: Digitales Wasserzeichen
- Zusatztext
- This book presents a broad selection of cutting-edge research, covering both theoretical and practical aspects of reconstruction, registration, and recognition. The text provides an overview of challenging areas and descriptions of novel algorithms. Features: investigates visual features, trajectory features, and stereo matching; reviews the main challenges of semi-supervised object recognition, and a novel method for human action categorization; presents a framework for the visual localization of MAVs, and for the use of moment constraints in convex shape optimization; examines solutions to the co-recognition problem, and distance-based classifiers for large-scale image classification; describes how the four-color theorem can be used for solving MRF problems; introduces a Bayesian generative model for understanding indoor environments, and a boosting approach for generalizing the k-NN rule; discusses the issue of scene-specific object detection, and an approach for making temporal super resolution video.
- Kurztext
- This book presents a broad selection of cutting-edge research, covering both theoretical and practical aspects of reconstruction, registration, and recognition. The text describes novel algorithms designed to infer the semantic content of images and videos.
- Autorenportrait
- <b>Dr. Giovanni Maria Farinella</b> 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.<b>Dr.</b><b>Sebastiano Battiato</b> is Associate Professor at the University of Catania, Italy.<b>Dr. Roberto Cipolla</b> is Professor of Information Engineeringat the University of Cambridge, UK.