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retinex theory

16 papers

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Co-occurring keywords

image restoration (1517) low-light image enhancement (72) low-light enhancement (50) illumination estimation (53) image enhancement (142) unsupervised learning (3264) low-light video enhancement (9) state space model (390) image decomposition (35) image dehazing (89)

Papers

Clear Nights Ahead: Towards Multi-Weather Nighttime Image Restoration AAAI 2026
DRWKV: Focusing on Object Edges for Low-Light Image Enhancement WACV 2026
Retinex-MEF: Retinex-based Glare Effects Aware Unsupervised Multi-Exposure Image Fusion ICCV 2025
IniRetinex: Rethinking Retinex-type Low-Light Image Enhancer via Initialization Perspective AAAI 2025
Deep Joint Unrolling for Deblurring and Low-Light Image Enhancement (JUDE) WACV 2025
Dehaze-RetinexGAN: Real-World Image Dehazing via Retinex-based Generative Adversarial Network AAAI 2025
RetinexMCNet: A Memory Controller Dominated Network for Low-Light Video Enhancement Based on Retinex ICCV 2025
MambaLLIE: Implicit Retinex-Aware Low Light Enhancement with Global-then-Local State Space NIPS 2024
ECMamba: Consolidating Selective State Space Model with Retinex Guidance for Efficient Multiple Exposure Correction NIPS 2024
Unveiling Details in the Dark: Simultaneous Brightening and Zooming for Low-Light Image Enhancement AAAI 2024
Boosting Object Detection with Zero-Shot Day-Night Domain Adaptation CVPR 2024
Retinexformer: One-stage Retinex-based Transformer for Low-light Image Enhancement ICCV 2023
Learning a Simple Low-Light Image Enhancer From Paired Low-Light Instances CVPR 2023
Seeing Dynamic Scene in the Dark: A High-Quality Video Dataset With Mechatronic Alignment ICCV 2021
Retinex-Inspired Unrolling With Cooperative Prior Architecture Search for Low-Light Image Enhancement CVPR 2021
On the Duality Between Retinex and Image Dehazing CVPR 2018