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SYSTEM AND METHOD FOR GENERATING BOKEH IMAGE FOR DSLR QUALITY DEPTH-OF-FIELD RENDERING AND REFINEMENT AND TRAINING METHOD FOR THE SAME
SYSTEM AND METHOD FOR GENERATING BOKEH IMAGE FOR DSLR QUALITY DEPTH-OF-FIELD RENDERING AND REFINEMENT AND TRAINING METHOD FOR THE SAME
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机译:用于为DSLR质量深度渲染和细化和训练方法产生散景图像的系统和方法
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摘要
A method includes processing, using at least one processor of an electronic device, multiple reference images of a scene using a first convolutional neural network (CNN) to generate a confidence map and a disparity map. The method also includes generating, using the at least one processor, an initial Bokeh image based on the disparity map and the reference images using a depth-of-field (DoF) renderer. The method further includes refining, using the at least one processor, the initial Bokeh image using a second CNN to generate a refined Bokeh image, where the second CNN uses the confidence map, the disparity map, and the reference images to generate the refined Bokeh image.
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