Benchmarking low-light image enhancement and beyond

J Liu, D Xu, W Yang, M Fan, H Huang - International Journal of Computer …, 2021 - Springer
… , part of which are normally exposed and other parts of severely under/over-exposed and
provide the most challenging cases for low-light enhancement. LIME (Guo et al. 2017) contains …

NTIRE 2024 challenge on low light image enhancement: Methods and results

X Liu, Z Wu, A Li, FA Vasluianu, Y Zhang, S Gu… - arXiv preprint arXiv …, 2024 - arxiv.org
light image enhancement challenge, highlighting the proposed solutions and results. The aim
of this challenge … when dealing with a variety of conditions, including ultra-high resolution (…

Lightening network for low-light image enhancement

LW Wang, ZS Liu, WC Siu… - … on Image Processing, 2020 - ieeexplore.ieee.org
… in low-light conditions. To obtain high-visibility images in the low-light conditions, we can …
evaluation method for the lightcondition measurement that makes it difficult to evaluate the …

Low-light image enhancement: A comparative review and prospects

W Kim - IEEE Access, 2022 - ieeexplore.ieee.org
… In general, it is difficult to define a single unambiguous criteria for classifying numerous
low-light image enhancement methods. Nevertheless, existing methods can be broadly divided …

Survey of natural image enhancement techniques: Classification, evaluation, challenges, and perspectives

X Liu, M Pedersen, R Wang - Digital Signal Processing, 2022 - Elsevier
… [36] proposed to estimate an illumination map for low-light image quality improvement.
The … cost compared to existing low light image enhancement methods. Different vision-based …

Enhanced local texture feature sets for face recognition under difficult lighting conditions

X Tan, B Triggs - IEEE transactions on image processing, 2010 - ieeexplore.ieee.org
lighting conditions is one of the most important challenges … for testing recognition under
difficult illumination conditions: Ex… For example, on the challenging FRGC-204 data set it halves …

Low-illumination image enhancement based on deep learning techniques: a brief review

H Tang, H Zhu, L Fei, T Wang, Y Cao, C Xie - Photonics, 2023 - mdpi.com
… In addition, various quality assessment indices for low-light image enhancement are introduced
in detail… image enhancement has become a challenging and active research area for the …

A smart system for low-light image enhancement with color constancy and detail manipulation in complex light environments

Z Rahman, M Aamir, YF Pu, F Ullah, Q Dai - Symmetry, 2018 - mdpi.com
enhancement of low-quality images is a challenging task in the domain of image processing
… Although there are many algorithms for image enhancement, the existing techniques often …

Low-light image and video enhancement using deep learning: A survey

C Li, C Guo, L Han, J Jiang, MM Cheng… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
challenges: 1) collecting a large-scale paired dataset that covers diverse realworld low-light
conditions is difficult, 2) synthetic low-light images … of low-light image enhancement methods …

Adaptive image enhancement method for correcting low-illumination images

W Wang, Z Chen, X Yuan, X Wu - Information Sciences, 2019 - Elsevier
… in underwater images influenced by low-light conditions by … challenging illumination
conditions characterized by poor … image enhancement focuses, sufficient objectivity is difficult to …