PS-NeRV: Patch-Wise Stylized Neural Representations for Videos

• Published in: 2023 IEEE International Conference on Image Processing (ICIP) pp. 41 - 45
• Main Authors: Bai, Yunpeng, Dong, Chao, Wang, Cairong, Yuan, Chun
• Format: Conference Proceeding
• Language: English
• Published: IEEE 08.10.2023
• Subjects: Decoding; Image coding; Image reconstruction; Implicit neural representation; Task analysis; Video compression; video inpainting; video representation

We study how to represent a video with implicit neural representations (INRs). Classical INRs methods generally utilize MLPs to map input coordinates to output pixels. While some recent works have tried to directly reconstruct the whole image with CNNs. However, we argue that both the above pixel-wi...