ReViewNet: A fast and resource optimized network for enabling safe autonomous driving in hazy weather conditions

A Mehra, M Mandal, P Narang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Adverse weather conditions such as fog, haze, snow, mist and glare create visibility
problems for applications of autonomous vehicles. To ensure safe and smooth operations in …

Hazy to hazy free: A comprehensive survey of multi-image, single-image, and CNN-based algorithms for dehazing

J Jackson, KO Agyekum, C Ukwuoma, R Patamia… - Computer Science …, 2024 - Elsevier
The natural and artificial dispersal of climatic particles transforms images obtained in open-
air conditions. Due to visibility diminishing aerosols, unfavorable climate situations such as …

Single image defogging based on multi-channel convolutional MSRCR

W Zhang, L Dong, X Pan, J Zhou, L Qin, W Xu - IEEE Access, 2019 - ieeexplore.ieee.org
In order to solve the problem of image degradation in foggy weather, a single image
defogging method based on a multi-scale retinex with color restoration (MSRCR) of multi …

Single image haze removal from image enhancement perspective for real-time vision-based systems

D Ngo, S Lee, QH Nguyen, TM Ngo, GD Lee, B Kang - Sensors, 2020 - mdpi.com
Vision-based systems operating outdoors are significantly affected by weather conditions,
notably those related to atmospheric turbidity. Accordingly, haze removal algorithms, actively …

A method of apple image segmentation based on color-texture fusion feature and machine learning

C Zhang, K Zou, Y Pan - Agronomy, 2020 - mdpi.com
Apples are one of the most kind of important fruit in the world. China has been the largest
apple producing country. Yield estimating, robot harvesting, precise spraying are important …

Robust single-image haze removal using optimal transmission map and adaptive atmospheric light

D Ngo, S Lee, B Kang - Remote Sensing, 2020 - mdpi.com
Haze removal is an ill-posed problem that has attracted much scientific interest due to its
various practical applications. Existing methods are usually founded upon various priors; …

Single-image visibility restoration: A machine learning approach and its 4K-capable hardware accelerator

D Ngo, S Lee, GD Lee, B Kang - Sensors, 2020 - mdpi.com
In recent years, machine vision algorithms have played an influential role as core
technologies in several practical applications, such as surveillance, autonomous driving …

A fusion-based defogging algorithm

T Chen, M Liu, T Gao, P Cheng, S Mei, Y Li - Remote Sensing, 2022 - mdpi.com
To solve the problem that traditional dark channel is not suitable for a large sky area and can
easyily distort defogged images, we propose a novel fusion-based defogging algorithm …

Efficient image enhancement model for correcting uneven illumination images

Z Rahman, P Yi-Fei, M Aamir, S Wali, Y Guan - IEEE Access, 2020 - ieeexplore.ieee.org
Images captured under varying light conditions have deficient contrast, low brightness, latent
colors, and high noise. Numerous methods have been developed for image enhancement …

A novel UAV sensing image defogging method

T Gao, K Li, T Chen, M Liu, S Mei… - IEEE Journal of …, 2020 - ieeexplore.ieee.org
Imaging of unmanned aerial vehicle easily suffer from haze, resulting in decline in the
quality of required remote sensing images. The influence brings great challenges in later …