Alan Hanjalic
ABSTRACT
This outline summarizes our tutorial "Frontiers in Multimedia Search", whose goal is to provide insights into the most recent developments in the field of multimedia retrieval and to identify the issues and bottlenecks that could determine the directions of research focus for the coming years. We present an overview of new algorithms and techniques, particularly concentrating on those innovative approaches that are informed by neighboring fields including information retrieval, speech and language processing and network analysis. We also discuss evaluation of new algorithms, in particular, making use of crowdsourcing for the development of the necessary data sets.
- Alan Hanjalic and Martha Larson. Advances in multimedia retrieval, Part I: Frontiers in multimedia search. In Proceedings of ACM MM '10, 1773--1774. Google Scholar
Digital Library
Index Terms
- Frontiers in multimedia search
Recommendations
Advances in multimedia retrieval, part i: frontiers in multimedia search
MM '10: Proceedings of the 18th ACM international conference on MultimediaRUSHES Retrieval of Multimedia Semantic Units for Enhanced Reusability
CBMI '09: Proceedings of the 2009 Seventh International Workshop on Content-Based Multimedia IndexingMultimedia analysis and reuse of raw un-edited audio visual content known as rushes is gaining acceptance by a large number of research labs and companies. A set of research projects are considering multimedia indexing, annotation, search and retrieval ...
Multimedia content analysis and search: new perspectives and approaches
MM '09: Proceedings of the 17th ACM international conference on MultimediaAfter 15 years of extensive research, multimedia retrieval has finally come to its prime time when everything becomes accessible on the web. However, web search provides both a new paradigm and poses a new challenge to the multimedia retrieval research ...
Comments