Cover Image

A Lightweight Real-Time Low-Light Enhancement Network for Embedded Automotive Vision Systems

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Chen, Yuhan, Shi, Yicui, Li, Guofa, Bai, Guangrui, Shao, Jinyuan, Huang, Xiangfei, Chu, Wenbo, Li, Keqiang
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

LL-GaussianImage: Efficient Image Representation for Zero-shot Low-Light Enhancement with 2D Gaussian Splatting
by: Chen, Yuhan, et al.
Published: (2026)

LL-GaussianMap: Zero-shot Low-Light Image Enhancement via 2D Gaussian Splatting Guided Gain Maps
by: Chen, Yuhan, et al.
Published: (2026)

DST-Net: A Dual-Stream Transformer with Illumination-Independent Feature Guidance and Multi-Scale Spatial Convolution for Low-Light Image Enhancement
by: Shi, Yicui, et al.
Published: (2026)

KGS-GCN: Enhancing Sparse Skeleton Sensing via Kinematics-Driven Gaussian Splatting and Probabilistic Topology for Action Recognition
by: Chen, Yuhan, et al.
Published: (2026)

Rethinking Low-Light Image Enhancement: A Log-Domain Intensity--Chromaticity Decoupling Perspective
by: Bai, Guangrui, et al.
Published: (2026)

Towards Lightest Low-Light Image Enhancement Architecture for Mobile Devices
by: Bai, Guangrui, et al.
Published: (2025)

Shift-Window Meets Dual Attention: A Multi-Model Architecture for Specular Highlight Removal
by: Huo, Tianci, et al.
Published: (2025)

Real-Time Crowd Counting for Embedded Systems with Lightweight Architecture
by: Zhao, Zhiyuan, et al.
Published: (2025)

DAG: A Dual Correlation Network for Time Series Forecasting with Exogenous Variables
by: Qiu, Xiangfei, et al.
Published: (2025)

A Lightweight Low-Light Image Enhancement Network via Channel Prior and Gamma Correction
by: Weng, Shyang-En, et al.
Published: (2024)

MobileIE: An Extremely Lightweight and Effective ConvNet for Real-Time Image Enhancement on Mobile Devices
by: Yan, Hailong, et al.
Published: (2025)

ControlLight: Towards Controllable, Consistent, and Generalizable Low-Light Enhancement
by: Yang, Yufeng, et al.
Published: (2026)

GCGNet: Graph-Consistent Generative Network for Time Series Forecasting with Exogenous Variables
by: Li, Zhengyu, et al.
Published: (2026)

UHD Low-Light Image Enhancement via Real-Time Enhancement Methods with Clifford Information Fusion
by: Wang, Xiaohan, et al.
Published: (2026)

Revisiting Lightweight Low-Light Image Enhancement: From a YUV Color Space Perspective
by: Yan, Hailong, et al.
Published: (2026)

Embedded Acoustic Intelligence for Automotive Systems
by: Rajagopal, Renjith, et al.
Published: (2025)

Unveiling Advanced Frequency Disentanglement Paradigm for Low-Light Image Enhancement
by: Zhou, Kun, et al.
Published: (2024)

Enhancing Low‐Light Pedestrian Detection With Lightweight Vision Transformers
by: Xiang Gu, et al.
Published: (2025)

Computer Vision for Real-Time Monkeypox Diagnosis on Embedded Systems
by: Delgado-López, Jacob M., et al.
Published: (2025)

Real-Time Zero-Day Intrusion Detection System for Automotive Controller Area Network on FPGAs
by: Khandelwal, Shashwat, et al.
Published: (2024)

DRWKV: Focusing on Object Edges for Low-Light Image Enhancement
by: Bai, Xuecheng, et al.
Published: (2025)

Internally Referenced Low-Light Enhancement
by: He, Peiyuan, et al.
Published: (2026)

FLOL: Fast Baselines for Real-World Low-Light Enhancement
by: Benito, Juan C., et al.
Published: (2025)

PASDiff: Physics-Aware Semantic Guidance for Joint Real-world Low-Light Face Enhancement and Restoration
by: Ni, Yilin, et al.
Published: (2026)

RSEND: Retinex-based Squeeze and Excitation Network with Dark Region Detection for Efficient Low Light Image Enhancement
by: Li, Jingcheng, et al.
Published: (2024)

System Reliability Analysis for Rare‐Failure Problems by Combining Adaptive Kriging and System Subset Simulation
by: Tianzhe Wang, et al.
Published: (2026)

UL-UNAS: Ultra-Lightweight U-Nets for Real-Time Speech Enhancement via Network Architecture Search
by: Rong, Xiaobin, et al.
Published: (2025)

Real-Time System for Audio-Visual Target Speech Enhancement
by: Ma, T. Aleksandra, et al.
Published: (2025)

Bridging Robustness and Efficiency: Real-Time Low-Light Enhancement via Attention U-Net GAN
by: Thesia, Yash, et al.
Published: (2026)

ERIENet: An Efficient RAW Image Enhancement Network under Low-Light Environment
by: Wang, Jianan, et al.
Published: (2025)

HPGN: Hybrid Priors-Guided Network for Compressed Low-Light Image Enhancement
by: Li, Hantang, et al.
Published: (2025)

MIRAGE: Enabling Real-Time Automotive Mediated Reality
by: Jansen, Pascal, et al.
Published: (2026)

Low-Light Image Enhancement using Event-Based Illumination Estimation
by: Sun, Lei, et al.
Published: (2025)

A Lightweight and Real-Time Binaural Speech Enhancement Model with Spatial Cues Preservation
by: Wang, Jingyuan, et al.
Published: (2024)

LABNet: A Lightweight Attentive Beamforming Network for Ad-hoc Multichannel Microphone Invariant Real-Time Speech Enhancement
by: Yan, Haoyin, et al.
Published: (2025)

DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains
by: Xia, Junyu, et al.
Published: (2025)

PuriLight: A Lightweight Shuffle and Purification Framework for Monocular Depth Estimation
by: Chen, Yujie, et al.
Published: (2026)

ORPilot: A Production-Oriented Agentic LLM-for-OR Tool for Optimization Modeling
by: Xie, Guangrui
Published: (2026)

EvLight++: Low-Light Video Enhancement with an Event Camera: A Large-Scale Real-World Dataset, Novel Method, and More
by: Chen, Kanghao, et al.
Published: (2024)

LU2Net: A Lightweight Network for Real-time Underwater Image Enhancement
by: Yang, Haodong, et al.
Published: (2024)