Concepedia

Keyframe-based Video Summarization using Visual Attention Clue

IEEE Multimedia · 2009 · 82 citations · 14 references

Concepts

ComputingComputer ScienceComputer VisionInformation RetrievalVisual AttentionFeature-based AttentionMultimedia RetrievalText SummarizationVideo AnalysisVisual SemanticsKeyframe ExtractionVideo SummarizationVisual Scene DescriptionVisual Summarization

Abstract

A visual attention index descriptor based on a visual attention model bridges the semantic gap between low-level descriptors used by computers and high-level concepts perceived by humans.

References

14

X-means: Extending K-means with Efficient Estimation of the Number of Clusters

Dan Pelleg, Andrew Moore · 2000 · 2.2K citations

Computing, Computer Science, Data Science +12

Visual attention detection in video sequences using spatiotemporal cues

Yun Zhai, Mubarak Shah · 2006 · 967 citations · Full text

Computing, Computer Science, Computer Vision +16

A generic framework of user attention model and its application in video summarization

Yufei Ma, Xian‐Sheng Hua, Lie Lu · IEEE Transactions on Multimedia · 2005 · 526 citations

Computing, Computer Science, Computer Vision +13

Feature combination strategies for saliency-based visual attention systems

Laurent Itti · Journal of Electronic Imaging · 2001 · 438 citations · Full text

Medicine, Computer Science, Computer Vision +15

Scene content selected by active vision

Derrick Parkhurst, Ernst Niebur · Spatial Vision · 2003 · 320 citations

Medicine, Neuroscience, Vision Science +15