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shuochsu / DeepVideoDeblurring

S. Su, M. Delbracio, J. Wang, G. Sapiro, W. Heidrich, O. Wang. Deep Video Deblurring. CVPR 2017, Spotlight
http://www.cs.ubc.ca/labs/imager/tr/2017/DeepVideoDeblurring/
MIT License
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How can I get the same results in your paper? #3

Closed Git-H2K closed 7 years ago

Git-H2K commented 7 years ago

Hi! I compiled your code and computed PSNR using MATLAB function. However, I got silightly different results.

1 #2 #3 #4 #5 #6 #7 #8 #9 #10 avg

(Noallign-paper) 27.83 33.11 31.29 29.73 25.12 32.52 30.8 27.28 33.32 29.51 30.05 (Noallign-test ) 28.28 32.51 31.08 30.07 24.91 31.87 30.11 26.84 33.59 29.21 29.85

setting :

OS : ubuntu 16.04 VGA : titan X preprocess : alignment = '_nowarp' run_pred.sh params ALIGNMENT="_nowarp" MODEL="model2_symskip_nngraph2_deeper" METHOD="" REALSET="data/testing_real_allnostab"$ALIGNMENT FN="1108"$MODEL$ALIGNMENT$METHOD FNREAL=$FN"_real" GPUID=0 EPOCHTEST=400

How can I get the same results in your paper ?

Thanks! HH.

shuochsu commented 7 years ago

Hi Hyun-Ho, we used the evaluation code of Koehler et al. to calculate the PSNRs, which aligns the image pairs first. Their implementation of the metric is also slightly different compared to the naive MATLAB function. You may check it out here, http://people.kyb.tuebingen.mpg.de/rolfk/BenchmarkECCV2012/evaluation_code.zip

Git-H2K commented 7 years ago

Thanks :)