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@article{ART002149156},
author={Gye Sung Lee},
title={Shot Group and Representative Shot Frame Detection using Similarity-based Clustering},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2016},
volume={21},
number={9},
pages={37-43}

TY - JOUR
AU - Gye Sung Lee
TI - Shot Group and Representative Shot Frame Detection using Similarity-based Clustering
JO - Journal of The Korea Society of Computer and Information
PY - 2016
VL - 21
IS - 9
PB - The Korean Society Of Computer And Information
SP - 37
EP - 43
SN - 1598-849X
AB - This paper introduces a method for video shot group detection needed for efficient management and summary of video. The proposed method detects shots based on low-level visual properties and performs temporal and spatial clustering based on visual similarity of neighboring shots. Shot groups created from temporal clustering are further clustered into small groups with respect to visual similarity. A set of representative shot frames are selected from each cluster of the smaller groups representing a scene. Shots excluded from temporal clustering are also clustered into groups from which representative shot frames are selected. A number of video clips are collected and applied to the method for accuracy of shot group detection. We achieved 91% of accuracy of the method for shot group detection. The number of representative shot frames is reduced to 1/3 of the total shot frames. The experiment also shows the inverse relationship between accuracy and compression rate.
KW - Shot Detection;Video Clustering;Key Frame;Similarity Distance
DO -
UR -
ER -

Gye Sung Lee. (2016). Shot Group and Representative Shot Frame Detection using Similarity-based Clustering. Journal of The Korea Society of Computer and Information, 21(9), 37-43.

Gye Sung Lee. 2016, "Shot Group and Representative Shot Frame Detection using Similarity-based Clustering", Journal of The Korea Society of Computer and Information, vol.21, no.9 pp.37-43.

Gye Sung Lee "Shot Group and Representative Shot Frame Detection using Similarity-based Clustering" Journal of The Korea Society of Computer and Information 21.9 pp.37-43 (2016) : 37.

Gye Sung Lee. Shot Group and Representative Shot Frame Detection using Similarity-based Clustering. 2016; 21(9), 37-43.

Gye Sung Lee. "Shot Group and Representative Shot Frame Detection using Similarity-based Clustering" Journal of The Korea Society of Computer and Information 21, no.9 (2016) : 37-43.

Gye Sung Lee. Shot Group and Representative Shot Frame Detection using Similarity-based Clustering. Journal of The Korea Society of Computer and Information, 21(9), 37-43.

Gye Sung Lee. Shot Group and Representative Shot Frame Detection using Similarity-based Clustering. Journal of The Korea Society of Computer and Information. 2016; 21(9) 37-43.

Gye Sung Lee. Shot Group and Representative Shot Frame Detection using Similarity-based Clustering. 2016; 21(9), 37-43.

Gye Sung Lee. "Shot Group and Representative Shot Frame Detection using Similarity-based Clustering" Journal of The Korea Society of Computer and Information 21, no.9 (2016) : 37-43.