Sem2NeRF: converting single-view semantic masks to neural radiance fields

• Main Authors: Chen, Yuedong, Wu, Qianyi, Zheng, Chuanxia, Cham, Tat-Jen, Cai, Jianfei
• Other Authors: School of Computer Science and Engineering
• Format: Conference or Workshop Item
• Language: English
• Published: 2023
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision; Neural Networks; Computer Graphics
• Online Access: https://hdl.handle.net/10356/172663
• Institution: Nanyang Technological University

Image translation and manipulation have gain increasing attention along with the rapid development of deep generative models. Although existing approaches have brought impressive results, they mainly operated in 2D space. In light of recent advances in NeRF-based 3D-aware generative models, we intro...