IRCVSep 16, 2014

DISA at ImageCLEF 2014 Revised: Search-based Image Annotation with DeCAF Features

arXiv:1409.4627v15 citations
Originality Synthesis-oriented
AI Analysis

This is an incremental improvement for image annotation systems, specifically in the ImageCLEF 2014 task.

The paper tackled image annotation by introducing a new similarity search component into an existing system, reporting results and analyzing parameter effects on annotation quality, but no concrete numbers were provided.

This paper constitutes an extension to the report on DISA-MU team participation in the ImageCLEF 2014 Scalable Concept Image Annotation Task as published in [3]. Specifically, we introduce a new similarity search component that was implemented into the system, report on the results achieved by utilizing this component, and analyze the influence of different similarity search parameters on the annotation quality.

Foundations

The foundational work for this paper's niche, ranked by how specifically the neighbourhood builds on it — not by global fame.

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