ReViewNet: A fast and resource optimized network for enabling safe autonomous driving in hazy weather conditions
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 …
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
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 …
air conditions. Due to visibility diminishing aerosols, unfavorable climate situations such as …
Single image defogging based on multi-channel convolutional MSRCR
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 …
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
Vision-based systems operating outdoors are significantly affected by weather conditions,
notably those related to atmospheric turbidity. Accordingly, haze removal algorithms, actively …
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 …
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; …
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 …
technologies in several practical applications, such as surveillance, autonomous driving …
A fusion-based defogging algorithm
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 …
easyily distort defogged images, we propose a novel fusion-based defogging algorithm …
Efficient image enhancement model for correcting uneven illumination images
Images captured under varying light conditions have deficient contrast, low brightness, latent
colors, and high noise. Numerous methods have been developed for image enhancement …
colors, and high noise. Numerous methods have been developed for image enhancement …
A novel UAV sensing image defogging method
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 …
quality of required remote sensing images. The influence brings great challenges in later …