Contrast Enhancement of Mobile Phone Camera Using Multi-Scale Feature Map
2020 IEEE International Conference on Consumer Electronics - Asia (ICCE-Asia)(2020)
摘要
This paper presents a contrast enhancement method using encoder-decoder network. To prevent the imbalanced amplification among color channels, the proposed method incorporates multi-scale feature maps estimated from an input low-contrast image in an encoder network. Experimental results show that the proposed method can enhance a low-contrast image without brightness saturation, color distortion, and noise amplification than existing methods.
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关键词
contrast enhancement,deep-learning,multi-scale feature map
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