multi-scale deep neural network for single-image dehazing by learning the mapping between hazy images and their corresponding transmission maps

MSCNN_dehazing2016
..................\dehazing_code
..................\.............\Airlight.p
..................\.............\MSCNNDehazing_CL.mat
..................\.............\MSCNNDehazing_FL.mat
..................\.............\estimate_J.p
..................\.............\impt.p
..................\.............\lcomb.p
..................\.............\mscnndehazing.p
..................\.............\sigm.p
..................\.............\upSmpl.p
..................\demo_MSCNNdehazing.m
..................\matlab
..................\......\mex
..................\......\...\vl_imreadjpeg.mexw64
..................\......\...\vl_nnconv.mexw64
..................\......\...\vl_nnnormalize.mexw64
..................\......\...\vl_nnpool.mexw64
..................\......\mexMat.zip
..................\......\src
..................\......\...\bits
..................\......\...\....\gpu.hpp
..................\......\...\....\im2col.cpp
..................\......\...\....\im2col.hpp
..................\......\...\....\im2col_gpu.cu
..................\......\...\....\mexutils.h
..................\......\...\....\nnhelper.h
..................\......\...\....\normalize.cpp
..................\......\...\....\normalize.hpp
..................\......\...\....\normalize_gpu.cu
..................\......\...\....\pooling.cpp
..................\......\...\....\pooling.hpp
..................\......\...\....\pooling_gpu.cu
..................\......\...\....\subsample.cpp
..................\......\...\....\subsample.hpp
..................\......\...\....\subsample_gpu.cu
..................\......\...\config
..................\......\...\......\mex_CUDA_glnxa64.sh
..................\......\...\......\mex_CUDA_glnxa64.xml
..................\......\...\......\mex_CUDA_maci64.sh
..................\......\...\......\mex_CUDA_maci64.xml
..................\......\...\vl_imreadjpeg.c
..................\......\...\vl_nnconv.cu
..................\......\...\vl_nnnormalize.cu
..................\......\...\vl_nnpool.cu
..................\......\vl_argparse.m
..................\......\vl_nnconv.m
..................\......\vl_nndropout.m
..................\......\vl_nnloss.m
..................\......\vl_nnnoffset.m
..................\......\vl_nnnormalize.m
..................\......\vl_nnpool.m
..................\......\vl_nnrelu.m
..................\......\vl_nnsoftmax.m
..................\......\vl_nnsoftmaxloss.m
..................\......\vl_rootnn.m
..................\......\vl_setupnn.m
..................\......\vl_simplenn.m
..................\......\vl_simplenn_diagnose.m
..................\......\vl_simplenn_display.m
..................\......\vl_simplenn_move.m
..................\......\xtest
..................\......\.....\vl_test_nnlayers.m
..................\......\.....\vl_testder.m
..................\......\.....\vl_testsim.m
..................\mscnndehazing.p
..................\testimgs
..................\........\6666667.jpg
..................\........\IMG_0752.png
..................\........\QQ图片20161114142816.png
..................\........\canyon.png
..................\........\example-04-haze.png
..................\........\newyork.png

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