Dnerv: Modeling inherent dynamics via difference neural representation for videos

Q Zhao, MS Asif, Z Ma - … of the IEEE/CVF Conference on …, 2023 - openaccess.thecvf.com
Existing implicit neural representation (INR) methods do not fully exploit spatiotemporal
redundancies in videos. Index-based INRs ignore the content-specific spatial features and …

Self-supervised learning for rolling shutter temporal super-resolution

B Fan, Y Guo, Y Dai, C Xu, B Shi - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Most cameras on portable devices adopt a rolling shutter (RS) mechanism, encoding
sufficient temporal dynamic information through sequential readouts. This advantage can be …

Kernel-Based Frame Interpolation for Spatio-Temporally Adaptive Rendering

KM Briedis, A Djelouah, R Ortiz, M Meyer… - ACM SIGGRAPH 2023 …, 2023 - dl.acm.org
Recently, there has been exciting progress in frame interpolation for rendered content. In
this offline rendering setting, additional inputs, such as albedo and depth, can be extracted …

Unified Video Reconstruction for Rolling Shutter and Global Shutter Cameras

B Fan, Z Wan, B Shi, C Xu, Y Dai - IEEE Transactions on Image …, 2024 - ieeexplore.ieee.org
Currently, the general domain of video reconstruction (VR) is fragmented into different
shutters spanning global shutter and rolling shutter cameras. Despite rapid progress in the …

Sinco: A novel structural regularizer for image compression using implicit neural representations

H Gao, W Gan, Z Sun… - ICASSP 2023-2023 IEEE …, 2023 - ieeexplore.ieee.org
Implicit neural representations (INR) have been recently proposed as deep learning (DL)
based solutions for image compression. An image can be compressed by training an INR …

LAVIB: A Large-scale Video Interpolation Benchmark

A Stergiou - arxiv preprint arxiv:2406.09754, 2024 - arxiv.org
This paper introduces a LArge-scale Video Interpolation Benchmark (LAVIB) for the low-
level video task of video frame interpolation (VFI). LAVIB comprises a large collection of high …

Lightweight High-Speed Photography Built on Coded Exposure and Implicit Neural Representation of Videos

Z Zhang, R Yang, J Suo, Y Cheng, Q Dai - International Journal of …, 2024 - Springer
The demand for compact cameras capable of recording high-speed scenes with high
resolution is steadily increasing. However, achieving such capabilities often entails high …

Textural Detail Preservation Network for Video Frame Interpolation

K Yoon, J Huh, YH Kim, S Kim, J Jeong - IEEE Access, 2023 - ieeexplore.ieee.org
The subjective image quality of the Video Frame Interpolation (VFI) result depends on
whether image features such as edges, textures and blobs are preserved. With the …