JOURNAL ARTICLE

Efficient video summarization based on a fuzzy video content representation

Abstract

A fuzzy representation of visual content is proposed, which is useful for video summarization. In particular, a multidimensional fuzzy histogram is constructed for each video frame based on a collection of appropriate features, extracted using video sequence analysis techniques. Then, key frames are selected optimally by minimizing a cross correlation criterion. Experimental results and comparison with other known methods are

Keywords:
Automatic summarization Computer science Histogram Artificial intelligence Video compression picture types Video tracking Representation (politics) Video post-processing Fuzzy logic Frame (networking) Multiview Video Coding Computer vision Key (lock) Content (measure theory) Block-matching algorithm Key frame Pattern recognition (psychology) Video processing Image (mathematics) Mathematics

Metrics

15
Cited By
0.45
FWCI (Field Weighted Citation Impact)
9
Refs
0.64
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Video Analysis and Summarization
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Music and Audio Processing
Physical Sciences →  Computer Science →  Signal Processing
Image Retrieval and Classification Techniques
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition

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