Übersicht			Auf mobile öffnen

Lieferstatus:	i.d.R. innert 5-10 Tagen versandfertig
Veröffentlichung:	September 2016
Genre:	EDV / Informatik
	Artificial Intelligence / B / computer science / Computer Vision / Data Mining / Data Mining and Knowledge Discovery / Expert systems / knowledge-based systems / Graphical & digital media applications / Image Processing and Computer Vision / Multimedia Information Systems / Optical data processing
ISBN:	9783319347745
EAN-Code:	9783319347745
Verlag:	Springer International Publishing
Einband:	Kartoniert
Sprache:	English
Serie:	Advances in Computer Vision and Pattern Recognition
Dimensionen:	H 235 mm / B 155 mm / D 15 mm
Gewicht:	493 gr
Seiten:	288
Zus. Info:	Paperback
Bewertung:	Titel bewerten / Meinung schreiben

Inhalt:

This book presents a thorough overview of fusion in computer vision, from an interdisciplinary and multi-application viewpoint, describing successful approaches, evaluated in the context of international benchmarks that model realistic use cases. Features: examines late fusion approaches for concept recognition in images and videos; describes the interpretation of visual content by incorporating models of the human visual system with content understanding methods; investigates the fusion of multi-modal features of different semantic levels, as well as results of semantic concept detections, for example-based event recognition in video; proposes rotation-based ensemble classifiers for high-dimensional data, which encourage both individual accuracy and diversity within the ensemble; reviews application-focused strategies of fusion in video surveillance, biomedical information retrieval, and content detection in movies; discusses the modeling of mechanisms of human interpretation of complex visual content.