Deep joint demosaicing and high dynamic range imaging within a single shot

• Main Authors: Xu, Yilun, Liu, Ziyang, Wu, Xingming, Chen, Weihai, Wen, Changyun, Li, Zhengguo
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Electrical and electronic engineering; Spatially Varying Exposure; Demosaicing
• Online Access: https://hdl.handle.net/10356/162751
• Institution: Nanyang Technological University

Spatially varying exposure (SVE) is a promising choice for high-dynamic-range (HDR) imaging (HDRI). The SVE-based HDRI, which is called single-shot HDRI, is an efficient solution to avoid ghosting artifacts. However, it is very challenging to restore a full-resolution HDR image from a real-world ima...