Multimodal Location Estimation of Videos and Images

Buch | Hardcover
XII, 191 Seiten
2014 | 2015
Springer International Publishing (Verlag)
978-3-319-09860-9 (ISBN)

Lese- und Medienproben

Multimodal Location Estimation of Videos and Images -
106,99 inkl. MwSt
This book presents an overview of the field of multimodal location estimation. The authors' aim is to describe the research results in this field in a unified way. The book describes fundamental methods of acoustic, visual, textual, social graph, and metadata processing as well as multimodal integration methods used for location estimation. In addition, the book covers benchmark metrics and explores the limits of the technology based on a human baseline. The book also outlines privacy implications and discusses directions for future research in the area.

Dr. Gerald Friedland is the Director at the Audio and Multimedia Research, International Computer Science Institute Dr. Jaeyoung Chois is a Researcher at the Audio and Multimedia Research, International Computer Science Institute

Introduction.- The Benchmark as a Research Catalyst: Charting the Progress of Geo-Prediction for Social Multimedia.- Large-scale Image Geolocalization.- Vision-based Fine-Grained Location Estimation.- Image-Based Positioning of Mobile Devices in Indoor Environments.- Application of Large-Scale Classification Techniques for Simple Location Estimation Experiments.- Collaborative Multimodal Location Estimation of Consumer Media.- Georeferencing Flickr resources based on multimodal features.- Human vs Machine: Establishing a Human Baseline for Multimodal Location Estimation.- Personalized Travel Navigation and Photo-Shooting Navigation Using Large-Scale Geotags.

Erscheint lt. Verlag 20.10.2014
Zusatzinfo XII, 191 p. 80 illus. in color.
Verlagsort Cham
Sprache englisch
Maße 155 x 235 mm
Gewicht 473 g
Themenwelt Technik Elektrotechnik / Energietechnik
Schlagworte Consumer Produced-videos • Geo-tagged Videos • GPS-equipped Handheld Devices • localization privacy • Location Text • Multimedia Audio • Multimodal Estimation • Social Media Location • Textual Metadata
ISBN-10 3-319-09860-8 / 3319098608
ISBN-13 978-3-319-09860-9 / 9783319098609
Zustand Neuware
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