A comprehensive experiment-based review of low-light image enhancement methods and benchmarking low-light image quality assessment

MT Rasheed, D Shi, H Khan - Signal Processing, 2023 - Elsevier
Low-light image enhancement is a notoriously challenging problem. Enhancement of low-
light images is intended to increase contrast, adjust the tone, suppress noise, and produce …

A deep journey into image enhancement: A survey of current and emerging trends

DC Lepcha, B Goyal, A Dogra, KP Sharma, DN Gupta - Information Fusion, 2023 - Elsevier
Image captured under poor-illumination conditions often display attributes of having poor
contrasts, low brightness, a narrow gray range, colour distortions and considerable …

Multiscale retinex

AB Petro, C Sbert, JM Morel - Image processing on line, 2014 - ipol.im
While the retinex theory aimed at explaining human color perception, its derivations have
led to efficient algorithms enhancing local image contrast, thus permitting among other …

A new algorithm for unsupervised global and local color correction

A Rizzi, C Gatta, D Marini - Pattern Recognition Letters, 2003 - Elsevier
In this work we present a new algorithm for digital images unsupervised enhancement with
simultaneous global and local effects, called ACE for Automatic Color Equalization. It is …

A total variation model for retinex

MK Ng, W Wang - SIAM Journal on Imaging Sciences, 2011 - SIAM
Human vision has the ability to recognize color under varying illumination conditions.
Retinex theory is introduced to explain how the human visual system perceives color. The …

A PDE formalization of Retinex theory

JM Morel, AB Petro, C Sbert - IEEE Transactions on Image …, 2010 - ieeexplore.ieee.org
In 1964, Edwin H. Land formulated the Retinex theory, the first attempt to simulate and
explain how the human visual system perceives color. His theory and an extension, the …

Random spray retinex: a new retinex implementation to investigate the local properties of the model

E Provenzi, M Fierro, A Rizzi, L De Carli… - … on Image Processing, 2006 - ieeexplore.ieee.org
In order to investigate the local filtering behavior of the Retinex model, we propose a new
implementation in which paths are replaced by 2-D pixel sprays, hence the name “random …

Mathematical definition and analysis of the Retinex algorithm

E Provenzi, L De Carli, A Rizzi, D Marini - JOSA A, 2005 - opg.optica.org
We present a detailed mathematical analysis of the original Retinex algorithm due to Land
and McCann [J. Opt. Soc. Am. 61, 1 (1071)]. To this end, we propose an analytic formula that …

A spatially variant white-patch and gray-world method for color image enhancement driven by local contrast

E Provenzi, C Gatta, M Fierro… - IEEE transactions on …, 2008 - ieeexplore.ieee.org
Starting from the revolutionary Retinex by Land and McCann, several further perceptually
inspired color correction models have been developed with different aims, eg reproduction …

Issues about retinex theory and contrast enhancement

M Bertalmío, V Caselles, E Provenzi - International Journal of Computer …, 2009 - Springer
We present an interpretation of Land's Retinex theory that we show to be consistent with the
original formulation. The proposed model relies on the computation of the expectation value …