Hare, Jonathan and Lewis, Paul
Semantic Retrieval and Automatic Annotation: Linear Transformations, Correlation and Semantic Spaces
At Imaging and Printing in a Web 2.0 World; and Multimedia Content Access: Algorithms and Systems IV, United States.
17 - 21 Jan 2010.
This paper proposes a new technique for auto-annotation and semantic retrieval based upon the idea of linearly mapping an image feature space to a keyword space. The new technique is compared to several related techniques, and a number of salient points about each of the techniques are discussed and contrasted. The paper also discusses how these techniques might actually scale to a real-world retrieval problem, and demonstrates this though a case study of a semantic retrieval technique being used on a real-world data-set (with a mix of annotated and unannotated images) from a picture library.
Conference or Workshop Item
||Event Dates: 17-21 Jan 2010
|Venue - Dates:
||Imaging and Printing in a Web 2.0 World; and Multimedia Content Access: Algorithms and Systems IV, United States, 2010-01-17 - 2010-01-21
||Semantic Image Retrieval, Automatic Annotation, Visual-terms, Evaluation, Correlation, Linear Transformation, Semantic spaces, Latent Semantic Analysis
||Web & Internet Science
|21 January 2010||Published|
||10 Feb 2010 20:38
||23 Feb 2017 09:32
|Further Information:||Google Scholar|
Actions (login required)