mkartik / Shallow-UWnetView external linksLinks
Shallow-UWnet, a neural network which maintains performance and has fewer parameters than the state-of-art underwater image enhancement model. Generalization of the model is demonstrated by benchmarking its performance on combination of synthetic and real-world datasets.
☆61Jun 21, 2021Updated 4 years ago
Alternatives and similar repositories for Shallow-UWnet
Users that are interested in Shallow-UWnet are comparing it to the libraries listed below
Sorting:
- The repo for "Underwater Image Enhancement based on Deep Learning and Image Formation Model"☆105May 28, 2021Updated 4 years ago
- This repository contains frequently used method:UCIQE/UIQM/PSNR/SSIM/MSE by python.☆60Mar 20, 2021Updated 4 years ago
- A Two-Stage Underwater Enhancement Network Based on Structure Decomposition and Characteristics of Underwater Imaging, IEEE Journal of O…☆10May 6, 2021Updated 4 years ago
- Code and Datasets for "Underwater Scene Prior Inspired Deep Underwater Image and Video Enhancement", Pattern Recognition, 2019☆177Dec 3, 2019Updated 6 years ago
- Fast underwater image enhancement for Improved Visual Perception. #TensorFlow #PyTorch #RAL2020☆601Apr 8, 2024Updated last year
- PyTorch implementation for "A Wavelet-based Dual-stream Network for Underwater Image Enhancement", ICASSP, 2022.☆33Apr 5, 2022Updated 3 years ago
- TIP 2022 | Twin Adversarial Contrastive Learning for Underwater Image Enhancement and Beyond.☆65Jan 9, 2024Updated 2 years ago
- Code repository for our paper Chongyi Li, Chunle Guo, Wenqi Ren, Runmin Cong, Junhui Hou, Sam Kwong, Dacheng Tao , "An Underwater Image E…☆258Dec 8, 2022Updated 3 years ago
- ☆22Aug 14, 2019Updated 6 years ago
- This is the official repository for Exemplar Based Underwater Image Enhancement augmented by Wavelet Corrected Transforms.☆39Oct 3, 2023Updated 2 years ago
- Xiaodong-Bran/MLFcGAN-Multilevel-Feature-Fusion-Based-Conditional-GAN-for-Underwater-Image-Color-Correction☆26Jul 31, 2021Updated 4 years ago
- ☆79Oct 26, 2021Updated 4 years ago
- Code and dataset for Single Underwater Image Restoration by Contrastive Learning, IGARSS 2021, oral.☆90Oct 13, 2022Updated 3 years ago
- Pointers to large-scale underwater datasets and relevant resources.☆690May 22, 2025Updated 8 months ago
- MATLAB code for color restoration of underwater images☆133Feb 3, 2018Updated 8 years ago
- Paper “Real-world Underwater Enhancement: Challenging, Benchmark and Efficient Solutions” https://arxiv.org/abs/1901.05320☆131Nov 16, 2022Updated 3 years ago
- Using GANs to correct color distortion in underwater images.☆321Mar 1, 2019Updated 6 years ago
- Single Underwater Image Enhancement and Color Restoration, which is Python implementation for a comprehensive review paper "An Experiment…☆752Jun 5, 2021Updated 4 years ago
- This is Python implementation for a underwater image enhancement paper "Enhancement of Underwater Images with Statistical Model of Backgr…☆57Sep 3, 2021Updated 4 years ago
- Python code for several metrics: PSNR, SSIM, UCIQE and UIQM☆180Mar 5, 2023Updated 2 years ago
- TCSVT 2022 | Target Oriented Perceptual Adversarial Fusion Network for Underwater Image Enhancement.☆16Jun 2, 2023Updated 2 years ago
- Simultaneous Enhancement and Super-Resolution. #RSS2020☆145Dec 26, 2020Updated 5 years ago
- U-shape Transformer for Underwater Image Enhancement☆297May 9, 2025Updated 9 months ago
- [AAAI 2023 Oral] | Underwater Ranker: Learn Which Is Better and How to Be Better (underwater image enhancement + underwater image quality…☆121Nov 1, 2023Updated 2 years ago
- Source code for UWGAN: Underwater GAN for Real-world Underwater Color Restoration and Dehazing☆205Jul 2, 2020Updated 5 years ago
- Source code for "WaterGAN: Unsupervised Generative Network to Enable Real-time Color Correction of Monocular Underwater Images"☆169Aug 4, 2017Updated 8 years ago
- UNTV：Underwater Normalized Total Variation☆10Jul 7, 2025Updated 7 months ago
- Official Code for the paper Domain Adaptation for Underwater Image Enhancement via Content and Style Separation.( IEEE Access 2022)☆11Nov 7, 2022Updated 3 years ago
- BMVC'23 | FiveA+Network: You Only Need 9K Parameters for Underwater Image Enhancement☆71Nov 5, 2023Updated 2 years ago
- Wavelength-based Attributed Deep Neural Network for Underwater Image Restoration☆113Jan 10, 2022Updated 4 years ago
- ☆25Nov 4, 2021Updated 4 years ago
- Unofficial implementation for article Color Balance and Fusion for Underwater Image Enhancement.☆23Dec 26, 2021Updated 4 years ago
- ☆13Sep 6, 2023Updated 2 years ago
- Modern replication of WaterNet from "An Underwater Image Enhancement Benchmark Dataset and Beyond", IEEE TIP 2019☆66Jun 16, 2024Updated last year
- An imaging-inspired no-reference underwater color image quality assessment metric.☆28Jan 5, 2019Updated 7 years ago
- UTV：A novel dark channel prior guided variational framework for underwater image restoration☆13Jun 10, 2021Updated 4 years ago
- Underwater Image Enhancement☆14Sep 9, 2019Updated 6 years ago
- Adaptive Uncertainty Distribution in Deep Learning for Unsupervised Underwater Image Enhancement☆58Feb 20, 2025Updated 11 months ago
- two-stage framework based method with cascaded contrastive learning for UIE☆24Jul 28, 2025Updated 6 months ago