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文件名称:水下图像去雾与增强

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  • 上传时间:
    2019-06-01
  • 文件大小:
    36.22mb
  • 已下载:
    4次
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这篇论文提出了一种较好的水下图像增强的方法。首先使用经过端到端训练的卷积神经网络去测量输入图片,同时以自适应双边滤波器对传输图片进行处理。接着提出一种基于白平衡的策略来消除图片的颜色偏差,用拉普拉斯金字塔融合获得无雾和色彩校正图像的融合结果。 最后,输出图像被转换为混合小波和方向滤波器组(HWD)域,用于去噪和边缘增强。 实验结果表明,该方法可以消除颜色失真,提高水下图像的清晰度。(This paper proposes a better underwater image enhancement method. Firstly, an end-to-end training convolutional neural network is used to measure the input image, and an adaptive bilateral filter is used to process the transmitted image. Then a strategy based on white balance is proposed to eliminate the color deviation of images. The fusion results of fog-free and color correction images are obtained by Laplacian pyramid fusion. Finally, the output image is converted into hybrid wavelet and directional filter bank (HWD) domain for denoising and edge enhancement. The experimental results show that the method can eliminate color distortion and improve the clarity of underwater images.)
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下载文件列表

文件名大小更新时间
hikvision-master\codes\autolevel.m 2027 2019-03-09
hikvision-master\codes\bfilter2.m 1115 2019-03-09
hikvision-master\codes\bfltColor.m 1354 2019-03-09
hikvision-master\codes\bfltGray.m 1240 2019-03-09
hikvision-master\codes\bilateralFilter.m 6703 2019-03-09
hikvision-master\codes\bilateral_filter.m 1145 2019-03-09
hikvision-master\codes\boxfilter.m 929 2019-03-09
hikvision-master\codes\ColorHistogramEqulization.m 951 2019-03-09
hikvision-master\codes\convConst.mexw64 29184 2019-03-09
hikvision-master\codes\convMax.m 2318 2019-03-09
hikvision-master\codes\convolution.m 772 2019-03-09
hikvision-master\codes\darktest.m 1291 2019-03-09
hikvision-master\codes\dark_channelnew.m 3869 2019-03-09
hikvision-master\codes\DEHANZENET.m 145 2019-03-09
hikvision-master\codes\dehaze.m 700 2019-03-09
hikvision-master\codes\dehaze.mat 31902 2019-03-09
hikvision-master\codes\dehaze_fast.m 1266 2019-03-09
hikvision-master\codes\expand.m 755 2019-03-09
hikvision-master\codes\gaussian_pyramid.m 283 2019-03-09
hikvision-master\codes\get_atmosphere.m 445 2019-03-09
hikvision-master\codes\get_dark_channel.m 585 2019-03-09
hikvision-master\codes\get_laplacian.m 1665 2019-03-09
hikvision-master\codes\get_radiance.m 300 2019-03-09
hikvision-master\codes\get_transmission_estimate.m 256 2019-03-09
hikvision-master\codes\guidedfilter.m 1020 2019-03-09
hikvision-master\codes\guided_filter.m 649 2019-03-09
hikvision-master\codes\hpfilter.m 736 2019-03-09
hikvision-master\codes\image2avi.m 783 2019-03-09
hikvision-master\codes\image_dehazing.m 1254 2019-03-23
hikvision-master\codes\lab_to_rgb.m 90 2019-03-09
hikvision-master\codes\laplacian_pyramid.m 395 2019-03-09
hikvision-master\codes\laplacia_conbine.m 2522 2019-03-09
hikvision-master\codes\load_image.m 158 2019-03-09
hikvision-master\codes\main_of_la.m 741 2019-03-09
hikvision-master\codes\main_test_diff_weights.m 3028 2019-03-09
hikvision-master\codes\main_using_optimized.m 2811 2019-03-09
hikvision-master\codes\maxfilt2.m 1784 2019-03-09
hikvision-master\codes\MyHistogramEqulization.m 1170 2019-03-09
hikvision-master\codes\pyramid_reconstruct.m 308 2019-03-09
hikvision-master\codes\RealGWbal.m 637 2019-03-09
hikvision-master\codes\rgb_to_lab.m 90 2019-03-09
hikvision-master\codes\run_cnn.m 1681 2019-03-09
hikvision-master\codes\saliency_detection.m 2484 2019-03-09
hikvision-master\codes\SimplestColorBalance.m 1749 2019-03-09
hikvision-master\codes\sse.hpp 3125 2019-03-09
hikvision-master\codes\ssim.m 4430 2019-03-09
hikvision-master\codes\ssim_score.m 93 2019-03-09
hikvision-master\codes\UICM.m 777 2019-03-09
hikvision-master\codes\UIConM.m 1881 2019-03-09
hikvision-master\codes\UIQM.m 207 2019-03-09
hikvision-master\codes\UISM.m 2130 2019-03-09
hikvision-master\codes\underwater.p 1319 2019-03-09
hikvision-master\codes\underwaterimage2.p 963 2019-03-09
hikvision-master\codes\vanherk.m 4665 2019-03-09
hikvision-master\codes\white_balance.p 650 2019-03-09
hikvision-master\codes\window_sum_filter.m 608 2019-03-09
hikvision-master\demo.m 434 2019-04-27
hikvision-master\Images\001.png 287992 2019-03-09
hikvision-master\Images\002.png 178049 2019-03-23
hikvision-master\Images\003.png 438725 2019-03-23
hikvision-master\Images\004.bmp 675818 2019-03-16
hikvision-master\Images\005.jpg 23362 2019-03-23
hikvision-master\Images\006.jpg 10311 2019-03-23
hikvision-master\Images\007.jpg 28297 2019-03-23
hikvision-master\Images\008.png 223112 2019-03-23
hikvision-master\Images\009.jpg 66374 2019-03-16
hikvision-master\Images\010.jpg 7571 2019-03-23
hikvision-master\Images\011.jpg 40474 2019-03-16
hikvision-master\Images\012.jpg 1043605 2019-03-16
hikvision-master\Images\013.jpg 420742 2019-03-16
hikvision-master\Images\014.jpg 177970 2019-03-16
hikvision-master\Images\015.jpg 113576 2019-03-16
hikvision-master\Images\016.jpg 116954 2019-03-16
hikvision-master\Images\017.jpg 47446 2019-03-16
hikvision-master\Images\018.jpg 28685 2019-03-23
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hikvision-master\Images\020.jpg 12690 2019-03-23
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hikvision-master\Images\022.jpg 39097 2019-03-23
hikvision-master\Images\023.jpg 11800 2019-03-23
hikvision-master\Images\024.jpg 26359 2019-03-23
hikvision-master\Images\025.jpg 28606 2019-03-23
hikvision-master\Images\026.jpg 14047 2019-03-23
hikvision-master\Images\027.jpg 14926 2019-03-23
hikvision-master\Images\028.jpg 23628 2019-03-23
hikvision-master\Images\029.jpg 37295 2019-03-23
hikvision-master\Images\030.jpg 20874 2019-03-23
hikvision-master\Images\031.jpg 91049 2019-03-16
hikvision-master\Images\032.jpg 162554 2019-03-23
hikvision-master\Images\033.jpg 111174 2019-03-23
hikvision-master\Images\3001.jpg 13541 2019-03-23
hikvision-master\Images\3002.jpg 14686 2019-03-23
hikvision-master\Images\3003.jpg 31071 2019-03-16
hikvision-master\Images\3004.jpg 38339 2019-03-16
hikvision-master\Images\5001.jpg 91900 2019-03-23
hikvision-master\Images\5002.png 220444 2019-03-23
hikvision-master\Images\5003.jpg 17096 2019-03-09
hikvision-master\Images\50031.jpg 68190 2019-03-23
hikvision-master\Images\5004.jpg 51855 2019-03-23
hikvision-master\Images\5005.jpg 52676 2019-03-23

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