Dnerv: Modeling inherent dynamics via difference neural representation for videos
Existing implicit neural representation (INR) methods do not fully exploit spatiotemporal
redundancies in videos. Index-based INRs ignore the content-specific spatial features and …
redundancies in videos. Index-based INRs ignore the content-specific spatial features and …
Self-supervised learning for rolling shutter temporal super-resolution
Most cameras on portable devices adopt a rolling shutter (RS) mechanism, encoding
sufficient temporal dynamic information through sequential readouts. This advantage can be …
sufficient temporal dynamic information through sequential readouts. This advantage can be …
Kernel-Based Frame Interpolation for Spatio-Temporally Adaptive Rendering
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 …
this offline rendering setting, additional inputs, such as albedo and depth, can be extracted …
Unified Video Reconstruction for Rolling Shutter and Global Shutter Cameras
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 …
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
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 …
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 …
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
The demand for compact cameras capable of recording high-speed scenes with high
resolution is steadily increasing. However, achieving such capabilities often entails high …
resolution is steadily increasing. However, achieving such capabilities often entails high …
Textural Detail Preservation Network for Video Frame Interpolation
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 …
whether image features such as edges, textures and blobs are preserved. With the …