Multimodal Location Estimation of Videos and Images

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Choi, Jaeyoung (Επιμελητής έκδοσης), Friedland, Gerald (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2015.
• Θέματα: Engineering.; Multimedia information systems.; Electrical engineering.; Signal, Image and Speech Processing.; Communications Engineering, Networks.; Multimedia Information Systems.

This book presents an overview of the field of multimodal location estimation, i.e. using acoustic, visual, and/or textual cues to estimate the shown location of a video recording. The authors' sample research results in this field in a unified way integrating research work on this topic that f...

Πίνακας περιεχομένων:

• 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.