Jul 12, 2021 · This paper explores the possibility of real-time VSR system and designs an efficient and generic VSR network, termed EGVSR.

Video super-resolution (VSR) technology excels in reconstructing low-quality video, avoiding unpleasant blur effect caused by interpolation-based algorithms ...

This paper explores the possibility of real-time VSR system and designs an efficient and generic VSR network, termed EGVSR, based on spatio-temporal ...

In order to pursue faster VSR processing ability up to 4K resolution, this paper tries to choose lightweight network structure and efficient upsampling method.

To this end, we first pro- pose and implement a basic deep learning-based super- resolution framework, which we refer to as FFmpegSR-Basic. FFmpegSR-Basic ...

In this survey, we comprehensively investigate 37 state-of-the-art VSR methods based on deep learning. It is well known that the leverage of information ...

We present a bio-hybrid environmental sensor system that integrates natural plants and embedded deep learning for real-time, on-device detection of temperature ...

This paper proposes a novel method for real-time video super-resolution. It effectively exploits spatial information by utilizing the capabilities of an image ...

The NTIRE 2023. Real-Time Image Super-Resolution (RTSR) Challenge is part of the NTIRE 2023 Workshop series of challenges on: night photography rendering [71], ...

Real-. Time Super-Resolution System of 4K-Video Based on Deep. Learning. In Proceedings of IEEE International Conference on Application-specific Systems ...