An overview of underwater vision enhancement: From traditional methods to recent deep learning

K Hu, C Weng, Y Zhang, J Jin, Q Xia - Journal of Marine Science and …, 2022 - mdpi.com
Underwater video images, as the primary carriers of underwater information, play a vital role
in human exploration and development of the ocean. Due to the optical characteristics of …

A comprehensive review of computational dehazing techniques

D Singh, V Kumar - Archives of Computational Methods in Engineering, 2019 - Springer
The visibility of outdoor images is greatly degraded due to the presence of fog, haze, smog
etc. The poor visibility may cause the failure of computer vision applications such as …

A novel fast single image dehazing algorithm based on artificial multiexposure image fusion

Z Zhu, H Wei, G Hu, Y Li, G Qi… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Poor weather conditions, such as fog, haze, and mist, cause visibility degradation in
captured images. Existing imaging devices lack the ability to effectively and efficiently …

Remote sensing image defogging networks based on dual self-attention boost residual octave convolution

Z Zhu, Y Luo, G Qi, J Meng, Y Li, N Mazur - Remote Sensing, 2021 - mdpi.com
Remote sensing images have been widely used in military, national defense, disaster
emergency response, ecological environment monitoring, among other applications …

Autonomous underwater vehicles: Identifying critical issues and future perspectives in image acquisition

A Monterroso Muñoz, MJ Moron-Fernández… - Sensors, 2023 - mdpi.com
Underwater imaging has been present for many decades due to its relevance in vision and
navigation systems. In recent years, advances in robotics have led to the availability of …

Guidelines for underwater image enhancement based on benchmarking of different methods

M Mangeruga, F Bruno, M Cozza, P Agrafiotis… - Remote sensing, 2018 - mdpi.com
Images obtained in an underwater environment are often affected by colour casting and
suffer from poor visibility and lack of contrast. In the literature, there are many enhancement …

Evaluation of underwater image enhancement algorithms under different environmental conditions

M Mangeruga, M Cozza, F Bruno - Journal of Marine Science and …, 2018 - mdpi.com
Underwater images usually suffer from poor visibility, lack of contrast and colour casting,
mainly due to light absorption and scattering. In literature, there are many algorithms aimed …

An ensemble mosaicing and ridgelet based fusion technique for underwater panoramic image reconstruction and its refinement

H Jindal, M Bharti, SS Kasana, S Saxena - Multimedia Tools and …, 2023 - Springer
Water is an integral part of the reproduction of flora and fauna and covers almost 71.4% of
the Earth's surface area. It undergoes various chemical, thermal and physical changes due …

Genetic algorithm-based dark channel prior parameters selection for single underwater image dehazing

VJD Almero, RS Concepcion… - 2020 IEEE REGION …, 2020 - ieeexplore.ieee.org
Dehazing through Dark Channel Prior (DCP), originally developed for land-based images,
has translated its potential for improving the quality of underwater images. However, the …

A real-time image dehazing method considering dark channel and statistics features

J Yang, B Jiang, Z Lv, N Jiang - Journal of Real-Time Image Processing, 2017 - Springer
In recent years, image dehazing algorithms are promoted, but they have not been used in
real-time processing. This paper proposed a combined algorithm based on both dark …