Multimodal Location Estimation of Videos and Images

Inbunden, Engelska, 2014

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Beskrivning

This book presents an overview of the field of multimodal location estimation. The book describes fundamental methods of acoustic, visual, textual, social graph, and metadata processing as well as multimodal integration methods used for location estimation.

Produktinformation

Utgivningsdatum:2014-10-20
Mått:155 x 235 x 17 mm
Vikt:477 g
Format:Inbunden
Språk:Engelska
Antal sidor:191
Upplaga:2015
Förlag:Springer International Publishing AG
ISBN:9783319098609

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Mer om författaren

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

Innehållsförteckning

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.