Thesis on image enhancement pdf


thesis on image enhancement pdf

However, the challenges contain problems like disrupting scattering effect and aggressive light absorption in the deep ocean. Mallik, Sudhansu (2016 underwater Image Enhancement. Our experimental results show that the proposed algorithm has significantly improved quality of underwater images by enhancing the contrast of the image and reducing noise as well as artifacts in the image. Then each map of the resultant image has decomposed into its Intrinsic Mode Functions(IMFs) using EMD.

Although urovs are having artificial light, it is unable to provide good and clear images because of these problems. Each R,G and B channel operations research phd thesis pdf of the resultant image is decomposed into its Intrinsic Mode Functions (IMFs) by EMD process. In the end, a novel image enhancement algorithm is described for underwater images using fusion process. Final enhanced image has been constructed by combining the IMFs of each channel with different optimised weights. The human incapability in diving in the deep ocean for a long time has increased the challenges of underwater analysis. The image is processed through the Gray World technique which is a white balance approach to enhance the contrast of the image and to remove the unwanted color cast in the image. To enhance the visibility of the the degraded portion, four weight maps are considered. The underwater images are enhanced through haze removal algorithm by dark channel prior technique. First of all, a method which contains a haze removal algorithm followed by a Contrast Limited Adaptive Histogram Equalization (clahe) color model has been discussed. Three methods have been discussed in the thesis to improve the image quality. Underwater remotely operated vehicles(urovs) are used these days to acquire images in deep ocean. Repository Staff Only: item control page.

thesis on image enhancement pdf

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