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PCM
2015
Springer

Temporally Consistence Depth Estimation from Stereo Video Sequences

3 years 7 months ago
Temporally Consistence Depth Estimation from Stereo Video Sequences
In this paper, we propose complexity reduction method in stereo matching. For complexity reduction in video sequences, we start from generating of initial disparity information. Initial disparity information can give a restricted disparity search range when performing the local stereo matching. As an initial disparity information, we use 4 different kinds of input images. The initial disparity information types can divide into two main streams like ‘calculated’ and ‘given’ materials. Iterative stereo matching method, motion prediction stereo matching method and global matching result based stereo matching method are used as a ‘calculated’ initial value. Captured by depth camera image is used as ‘given’ information. By using those 4 different types of disparity information, we can save the time consuming when performing the local stereo matching with consecutive image sequences. Results of the experiment prove the efficiency of proposed method. By using proposed local s...
Ji-Hun Mun, Yo-Sung Ho
Added 16 Apr 2016
Updated 16 Apr 2016
Type Journal
Year 2015
Where PCM
Authors Ji-Hun Mun, Yo-Sung Ho
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