IDM-Net: A Lightweight Illumination-Decoupled Modulation Network for Low-Light Image Enhancement

arXiv:2609.30962 · cs.CV · Submitted 2026-09-25 · Read on arXiv

cs.CV

Submitted: 2026-09-25

Updated: 2026-09-25

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

Feature Refinement Block — 8× in this paper
Illumination-Guided Modulation — 7× in this paper
Transformer — 6× in this paper · explained in 2 episodes
Benchmark — 5× in this paper · explained in 2 episodes
Computer Vision and Pattern Recognition — 4× in this paper
Decoupling — 4× in this paper · explained in 2 episodes
Fidelity — 4× in this paper · explained in 2 episodes
Ablation — 3× in this paper · explained in 1 episode
Consistency — 3× in this paper · explained in 3 episodes
Normalizing Flow — 3× in this paper · explained in 3 episodes
Ablation study — 2× in this paper · explained in 1 episode
British Machine Vision Conference — 2× in this paper
Feature Extraction — 2× in this paper · explained in 2 episodes
Gated Feature Modulation — 2× in this paper
Multi-Scale Adaptive Excitation — 2× in this paper
Ablation Studies — 1× in this paper · explained in 1 episode
Attention Mechanism — 1× in this paper · explained in 2 episodes
Convolutional Neural Networks (CNNs) — 1× in this paper · explained in 2 episodes
Data Augmentation — 1× in this paper · explained in 7 episodes
Diffusion Process — 1× in this paper · explained in 2 episodes
Entanglement — 1× in this paper · explained in 3 episodes
Feature Selection — 1× in this paper · explained in 4 episodes
Generalization — 1× in this paper · explained in 13 episodes
Generative Modeling — 1× in this paper · explained in 3 episodes
Quantization — 1× in this paper · explained in 12 episodes
Robustness — 1× in this paper · explained in 5 episodes
Self-Supervised Learning — 1× in this paper · explained in 7 episodes

Terminology

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