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Key Frame Extraction in Video Stream using Two-Stage Method with Colour and Structure
http://hdl.handle.net/20.500.12678/0000006967
http://hdl.handle.net/20.500.12678/00000069673b6e9cd8-56b1-460c-a2f8-5bdc98b96e14
608804a2-28ae-4227-a1a1-c29d24660cc5
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Publication type | ||||||
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Journal article | ||||||
Upload type | ||||||
Publication | ||||||
Title | ||||||
Title | Key Frame Extraction in Video Stream using Two-Stage Method with Colour and Structure | |||||
Language | en | |||||
Publication date | 2019-08-15 | |||||
Authors | ||||||
Khaing Thazin Min | ||||||
Wit Yee Swe | ||||||
Yi Yi Aung | ||||||
Khin Chan Myae Zin | ||||||
Description | ||||||
Key Frame Extraction is the summarization of videos for different applications like video object recognition and classification, video retrieval and archival and surveillance is an active research area in computer vision. In this paper describe a new criterion for well presentative key frames and correspondingly, create a key frame selection algorithm based Two-stage Method. A two-stage method is used to extract accurate key frames to cover the content for the whole video sequence. Firstly, an alternative sequence is got based on color characteristic difference between adjacent frames from original sequence. Secondly, by analyzing structural characteristic difference between adjacent frames from the alternative sequence, the final key frame sequence is obtained. And then, an optimization step is added based on the number of final key frames in order to ensure the effectiveness of key frame extraction. | ||||||
Keywords | ||||||
key frame extraction, two-state method, colour, structure | ||||||
Journal articles | ||||||
V | ||||||
International Journal of Trend In Sciectific Research and Development (IJTSRD) | ||||||
2536-2538 | ||||||
Vol - 3 |