Video Enhancement

38 papers with code • 1 benchmarks • 4 datasets

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End-To-End Underwater Video Enhancement: Dataset and Model

ddz16/UVENet 18 Mar 2024

To fill this gap, we construct the Synthetic Underwater Video Enhancement (SUVE) dataset, comprising 840 diverse underwater-style videos paired with ground-truth reference videos.

0
18 Mar 2024

FastLLVE: Real-Time Low-Light Video Enhancement with Intensity-Aware Lookup Table

wenhao-li-777/fastllve 13 Aug 2023

Experimental results on benchmark datasets demonstrate that our method achieves the State-Of-The-Art (SOTA) performance in terms of both image quality and inter-frame brightness consistency.

19
13 Aug 2023

NNVISR: Bring Neural Network Video Interpolation and Super Resolution into Video Processing Framework

tongyuantongyu/vs-nnvisr 6 Aug 2023

We present NNVISR - an open-source filter plugin for the VapourSynth video processing framework, which facilitates the application of neural networks for various kinds of video enhancing tasks, including denoising, super resolution, interpolation, and spatio-temporal super-resolution.

36
06 Aug 2023

Neural Image Re-Exposure

zhangxydlut/Neural-Image-Re-Exposure 23 May 2023

In this work, we aim to re-expose the captured photo in post-processing to provide a more flexible way of addressing those issues within a unified framework.

6
23 May 2023

Light-VQA: A Multi-Dimensional Quality Assessment Model for Low-Light Video Enhancement

wenzhouyidu/light-vqa 16 May 2023

To this end, we first construct a Low-Light Video Enhancement Quality Assessment (LLVE-QA) dataset in which 254 original low-light videos are collected and then enhanced by leveraging 8 LLVE algorithms to obtain 2, 060 videos in total.

6
16 May 2023

VDPVE: VQA Dataset for Perceptual Video Enhancement

k-zha14/zoom-vqa 16 Mar 2023

Few researchers have specifically proposed a video quality assessment method for video enhancement, and there is also no comprehensive video quality assessment dataset available in public.

24
16 Mar 2023

Compression-Aware Video Super-Resolution

aprblue/cavsr CVPR 2023

Videos stored on mobile devices or delivered on the Internet are usually in compressed format and are of various unknown compression parameters, but most video super-resolution (VSR) methods often assume ideal inputs resulting in large performance gap between experimental settings and real-world applications.

22
01 Jan 2023

Video Object Segmentation-aware Video Frame Interpolation

junsang7777/vos-vfi ICCV 2023

In this paper, we propose a video object segmentation (VOS)-aware training framework called VOS-VFI that allows VFI models to interpolate frames with more precise object boundaries.

18
01 Jan 2023

Dancing in the Dark: A Benchmark towards General Low-light Video Enhancement

ciki000/did ICCV 2023

To address this issue, we design a camera system and collect a high-quality low-light video dataset with multiple exposures and cameras.

9
01 Jan 2023