As the revolutionary improvement being made on the performance of smartphones
over the last decade, mobile photography becomes one of the most common
practices among the majority of smartphone users. However, due
本文提出了可训练的图像信号处理框架,通过使用智能手机拍摄 RAW 图像,可以生成 DSLR 画质的图像,其中使用了色彩条件 ISP 网络和优化的参数色彩映射,在设计具有高效全局上下文模块的颜色预测网络的同时,使用了鲁棒的遮蔽对齐损失函数。同时推出了 ISP in the Wild(ISPW)数据集,并在两个数据集上取得了新的最先进的结果。