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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Abstract: To address the poor reconstruction quality in multi-view 3D reconstruction for scenes with weak texture, repetitive texture, and non-Lambertian surfaces, an improved network model based on ...