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JSI-GAN: GAN-Based Joint Super-Resolution and Inverse Tone-Mapping with Pixel-Wise Task-Specific Fil
时间 2021-01-16
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-- 图像画质增强
HDR
超分辨率
色调映射
计算机视觉
深度学习
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快乐工作
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1. 摘要 使用分治策略来处理SR-iTM问题;将其分成三个任务相关的子网络:图像重建子网络(image reconstruction subnet),细节恢复子网络 (detail restoration subnet),局部对比度增强子网络(local contrast enhancement subnet),从而学习到一组像素级的逐像素的1维可分离卷积用于复原细节,像素级的2维局部卷积核来用
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