Search Results - RepositoryStats

198

887

other

20

[IEEE TIP] "EnlightenGAN: Deep Light Enhancement without Paired Supervision" by Yifan Jiang, Xinyu Gong, Ding Liu, Yu Cheng, Chen Fang, Xiaohui Shen, Jianchao Yang, Pan Zhou, Zhangyang Wang

gan pytorch low-light low-light-enhance unsupervised-learning generative-adversarial-networks

Created 2019-06-16

54 commits to master branch, last one 2 months ago

Retinexformer caiyuanhao1998

53

632

mit

5

"Retinexformer: One-stage Retinex-based Transformer for Low-light Image Enhancement" (ICCV 2023) & (NTIRE 2024 Challenge)

ntire basicsr iccv2023 detection transformer low-light-vision object-detection image-restoration low-light-enhance low-light-enhancer low-light-enhancement nighttime-enhancement low-light-image-enhancement

Created 2023-07-15

138 commits to master branch, last one 12 days ago

Exposure_Correction mahmoudnafifi

63

508

other

32

Project page of the paper "Learning Multi-Scale Photo Exposure Correction" (CVPR 2021).

cvpr dataset cvpr2021 datasets multi-scale deeplearning deep-learning coarse-to-fine low-light-image color-correction image-enhancement low-light-enhance exposure-correction overexposure-correction underexposure-correction computational-photography

Created 2020-04-19

23 commits to master branch, last one 6 months ago

Low-light-Image-Enhancement pvnieo

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448

mit

10

Python implementation of two low-light image enhancement techniques via illumination map estimation

lime python3 retinex low-light-image low-light-enhance illumination-estimation illumination-map-estimation

Created 2020-03-23

19 commits to master branch, last one about a year ago

Illumination-Adaptive-Transformer cuiziteng

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439

apache-2.0

5

[BMVC 2022] You Only Need 90K Parameters to Adapt Light: A Light Weight Transformer for Image Enhancement and Exposure Correction. SOTA for low light enhancement, 0.004 seconds try this for pre-proces...

bmvc pytorch low-level-vision image-enhancement image-restoration low-light-enhance transformer-models exposure-correction image-reconstruction transformer-architecture low-light-image-enhancement

Created 2021-12-08

311 commits to main branch, last one 4 months ago

night-enhancement jinyeying

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376

mit

5

[ECCV2022] "Unsupervised Night Image Enhancement: When Layer Decomposition Meets Light-Effects Suppression", https://arxiv.org/abs/2207.10564

glow flare glare night low-light nighttime restoration night-images deep-learning light-effects low-light-image low-level-vision nighttime-lights image-enhancement low-light-enhance low-light-image-enhancement

Created 2022-07-16

108 commits to main branch, last one 3 months ago

nighttime_dehaze jinyeying

10

141

unknown

3

[ACMMM2023] "Enhancing Visibility in Nighttime Haze Images Using Guided APSF and Gradient Adaptive Convolution", https://arxiv.org/abs/2308.01738

Created 2023-07-28

37 commits to main branch, last one 27 days ago

EnhanceIMG atomicoo

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mit

0

Image-enhancement algorithms: low-light enhancement, image restoration, super-resolution reconstruction. 图像增强算法探索：低光增强、图像修复、超分辨率重建 ……

gan pix2pix retinex cyclegan opencv-python image-enhancment image-inpainting super-resolution image-restoration low-light-enhance

Created 2021-04-20

22 commits to main branch, last one 3 years ago

ICCV_MAET cuiziteng

14

131

apache-2.0

1

[ICCV 2021] Multitask AET with Orthogonal Tangent Regularity for Dark Object Detection. A self-supervised learning way for low-light image object detection.

pytorch iccv2021 deep-learning low-light-image low-light-vision object-detection low-light-enhance self-supervised-learning low-light-image-enhancement

Created 2021-10-12

120 commits to master branch, last one 8 months ago

LCDPNet onpix

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130

mit

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Official PyTorch code and dataset of the paper "Local Color Distributions Prior for Image Enhancement" [ECCV2022]

pytorch eccv2022 deep-learning computer-vision low-level-vision low-light-enhance exposure-correction overexposure-correction low-light-image-enhancement

Created 2022-07-08

45 commits to main branch, last one 11 months ago

Zero-DCE soumik12345

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mit

3

Pytorch implementation of Zero-Reference Deep Curve Estimation for Low-Light Image Enhancement

hdr pytorch deep-learning low-light-enhance zero-shot-learning low-light-image-enhancement

Created 2020-11-13

39 commits to pytorch branch, last one 3 years ago

LYT-Net albrateanu

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44

unknown

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LYT-Net: Lightweight YUV Transformer-based Network for Low-Light Image Enhancement

detection transformer computer-vision low-light-vision image-restoration low-light-enhance low-light-image-enhancement

Created 2023-10-18

31 commits to main branch, last one 2 months ago