A channel-aware network with dual-branch color-separated and color-mixed features, guided attention, and detail enhancement reports state-of-the-art results on four light-related image enhancement tasks.
Sparse gradient regularized deep retinex network for ro- bust low-light image enhancement.IEEE Transactions on Image Processing, 30:2072–2086,
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Learning Adaptive Lighting via Channel-Aware Guidance
A channel-aware network with dual-branch color-separated and color-mixed features, guided attention, and detail enhancement reports state-of-the-art results on four light-related image enhancement tasks.