Underwater vision enhancement technologies: A comprehensive review, challenges, and recent trends

J Zhou, T Yang, W Zhang - Applied Intelligence, 2023 - Springer
Cameras are integrated with various underwater vision systems for underwater object
detection and marine biological monitoring. However, underwater images captured by …

Classical and state-of-the-art approaches for underwater image defogging: a comprehensive survey

J Zhou, D Zhang, W Zhang - Frontiers of Information Technology & …, 2020 - Springer
In underwater scenes, the quality of the video and image acquired by the underwater
imaging system suffers from severe degradation, influencing target detection and …

Waste classification using convolutional neural network

FA Azis, H Suhaimi, E Abas - Proceedings of the 2020 2nd international …, 2020 - dl.acm.org
Recycling of waste from households and industries, is one of the methods that has been
proposed to reduce the ever-increasing pressure on landfills. Different types of waste types …

Color correction based on cfa and enhancement based on retinex with dense pixels for underwater images

C Li, S Tang, HK Kwan, J Yan, T Zhou - IEEE Access, 2020 - ieeexplore.ieee.org
Color correction and enhancement for underwater images is challenging due to attenuation
and scattering. The underwater images often have low visibility and suffer from color bias …

Underwater image restoration: A state‐of‐the‐art review

S Fayaz, SA Parah, GJ Qureshi… - IET Image Processing, 2021 - Wiley Online Library
Underwater imaging is one of the hot areas of research and is receiving considerable
attention from the research community due to the challenges involved. Underwater images …

Algorithms for improving the quality of underwater optical images: A comprehensive review

X Shuang, J Zhang, Y Tian - Signal Processing, 2024 - Elsevier
High-quality underwater optical images are essential for various applications of underwater
vision. However, these images often suffer from severe degradation, complex noise, low …

Polarimetric calculation method of global pixel for underwater image restoration

HH Jin, LJ Qian, J Gao, ZG Fan… - IEEE Photonics …, 2020 - ieeexplore.ieee.org
The estimation of the degree of polarization of backscattered light and target light is the key
to realize scattering removal in underwater polarimetric imaging. In this paper, a new …

Depthcue: Restoration of underwater images using monocular depth as a clue

C Desai, S Benur, RA Tabib, U Patil… - Proceedings of the …, 2023 - openaccess.thecvf.com
In this paper, we perform restoration of underwater images by considering principles of the
image formation model in deep neural networks. Typically, underwater images suffer from …

Real-time underwater image resolution enhancement using super-resolution with deep convolutional neural networks

MK Moghimi, F Mohanna - Journal of Real-Time Image Processing, 2021 - Springer
In this paper, a two-step image enhancement is presented. In the first step, color correction
and underwater image quality enhancement are conducted if there are artifacts such as …

Increasing importance of genetic algorithms in science and technology: linear trends over the period from year 1989 to 2022

W Paszkowicz - Materials and Manufacturing Processes, 2023 - Taylor & Francis
Since year 1989, genetic algorithms (GAs) have been increasingly and successfully used for
various computational purposes (optimization, design, modelling, and control) in science …