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Home.md
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TV Image Denoising CUDA is a command-line tool and graphical user interface (GUI) program designed for denoising images using the Total Variation (TV) denoising algorithm. It leverages the power of CUDA, a parallel computing platform and application programming interface (API) model created by NVIDIA, to accelerate the denoising process on compatible GPUs.
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TV Image Denoising CUDA is a command-line tool and graphical user interface (GUI) program designed for denoising images using the Total Variation (TV) denoising algorithm. It leverages the power of CUDA, a parallel computing platform and application programming interface (API) model created by NVIDIA, to accelerate the denoising process on compatible GPUs.
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## Features
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## Features
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Denoises images using the TV denoising algorithm.
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* Denoises images using the TV denoising algorithm.
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Supports various image formats.
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* Supports various image formats.
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Allows customization of denoising parameters:
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* Allows customization of denoising parameters:
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Lambda: The regularization parameter for TV denoising.
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* Lambda: The regularization parameter for TV denoising.
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Iterations: The number of iterations for TV denoising.
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* Iterations: The number of iterations for TV denoising.
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Provides a user-friendly GUI for easy image selection and visualization.
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* Provides a user-friendly GUI for easy image selection and visualization.
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Saves the denoised image to a specified output file.
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* Saves the denoised image to a specified output file.
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## Usage
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## Usage
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To use TV Image Denoising CUDA, follow these steps:
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To use TV Image Denoising CUDA, follow these steps:
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The program will open a GUI window displaying the original image and the result image. You can interact with the GUI to adjust the denoising parameters and visualize the denoised image in real-time.
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The program will open a GUI window displaying the original image and the result image. You can interact with the GUI to adjust the denoising parameters and visualize the denoised image in real-time.
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Click the "Denoise" button to perform TV denoising on the selected image using the chosen parameters.
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Click the "Denoise" button to perform [TV denoising](https://gitea.varghacsongor.hu/vcscsvcscs/tv-image-denoising/wiki/tv_denoising.cu) on the selected image using the chosen parameters.
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The denoised image will be displayed in the GUI, and the program will save it to the specified output file.
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The denoised image will be displayed in the GUI, and the program will save it to the specified output file.
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