High-level geospatial information discovery and fusion for geocoded multimedia

Andrew Ennis, Liming Chen, Chris Nugent, George Ioannidis, Alexandru Stan

International Journal of Pervasive Computing and Communications · 2013 · 12 citations · 4 references

Concepts

TL;DR

The rapid growth of user‑generated media from smart devices has created a large volume of photographs and videos, yet existing media management systems still struggle to locate the right information for a given purpose. This study proposes a reverse‑geocoding approach that cross‑references multiple geospatial data sources to enrich media, improving organization and search to build a comprehensive picture of places. The authors design a system architecture that aggregates several geospatial databases, enriching geo‑tagged media with human‑readable semantic information about points of interest. Implementation demonstrates that a single geospatial source is insufficient, but fusing multiple sources yields richer, more accurate high‑level geospatial tags, enhancing multimedia search and retrieval.

Abstract

Purpose – Improvements and portability of technologies and smart devices have enabled a rapid growth in the amount of user-generated media such as photographs and videos. Whilst various media generation and management systems exist, it still remains a challenge to discover the right information, for the right purpose. This paper aims to propose an approach to reverse geocoding by cross-referencing multiple geospatial data sources to enable the enrichment of media and therefore enable better organisation and searching of the media to create an overall picture about places. Design/methodology/approach – The paper presents a system architecture that incorporates the proposed approach to aggregate several geospatial databases to enrich geo-tagged media with human readable information, which will further enable the goal of creating an overall picture about places. The approach enables the semantic information relating to point of interest. Findings – Implementation of the proposed approach shows that a single geospatial data source does not contain enough information to accurately describe the high-level geospatial information for geocoded multimedia. However, fusing several geospatial data sources together enables richer, more accurate high-level geospatial information to be tagged to the geocoded multimedia. Originality/value – The contribution in this paper shows that high-level geospatial information can be retrieved from many data sources and fused together to enrich geocoded multimedia which can facilitate better searching and retrieval of the multimedia.

References

4