January 2018
Intermediate to advanced
310 pages
7h 48m
English
Content preview from Deep Learning for Computer Vision
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Segmenting videos
Videos can be segmented in a better way when temporal information is used. Gadde et al. (https://ps.is.tuebingen.mpg.de/uploads_file/attachment/attachment/386/gadde2017videocnns.pdf) proposed a method to combine temporal information by warping. The following image demonstrates the solution, which segments two frames and combines the warping:
Reproduced from Gadde et al.
The warping net is shown in the following image:
Reproduced from Gadde et al.
The optical flow is computed between two frames, which are combined with warping. ...
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