Multimodal Location Estimation of Videos and Images

Inbunden, Engelska, 2014

1 399 kr

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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.

Produktinformation

Utgivningsdatum2014-10-20
Mått155 x 235 x 17 mm
Vikt477 g
FormatInbunden
SpråkEngelska
Antal sidor191
Upplaga2015
FörlagSpringer International Publishing AG
ISBN9783319098609

Tillhör följande kategorier

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.