IJCSIS Papers by Gurveer Singh
Image processing is the technique to fetch the valuable data from the given images for different ... more Image processing is the technique to fetch the valuable data from the given images for different purposes like improvement in visualization of an image and to measure structure or features from the extracted data. High-quality images and videos are easy to predict, and classify, whereas detecting hazy or foggy image is a cumbersome issue. This paper has proposed an efficient methodology integrating various techniques of image processing like Discrete Wavelet Transform (DWT) and Convolutional Neural Network (CNN) for defogging images with prior pre-processing using guided filter. The proposed technique has improved the related standard performance metrics like PSNR, MSE and IIE significantly.
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IJCSIS Papers by Gurveer Singh