Abstract: This work proposes a physics-guided unified deep learning architecture for single image restoration targeting dehazing, deraining, and low-light enhancement. The architecture first estimates ...
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Photonic AI chip targets faster convolutions with far less energy
Engineers at the University of Florida have built a photonic chip that performs convolutions, the most compute-heavy ...
The previous deep CNN-based single-image dehazing methods are devoted to improving the performance by increasing the network’s depth and width. In this paper, a novel Large Kernel Convolution Dehaze ...
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