CVMay 7, 2014
RPCA-KFE: Key Frame Extraction for Consumer Video based Robust Principal Component Analysis
arXiv:1405.1678v360 citations
Originality Synthesis-oriented
AI Analysis
This addresses video summarization for consumer applications, but appears incremental as it applies an existing technique to a specific domain.
The paper tackles the problem of selecting informative frames from consumer videos to summarize content, proposing a method based on Robust Principal Component Analysis.
Key frame extraction algorithms consider the problem of selecting a subset of the most informative frames from a video to summarize its content.