Review of recent automated pothole-detection methods

YM Kim, YG Kim, SY Son, SY Lim, BY Choi, DH Choi - Applied Sciences, 2022 - mdpi.com
Potholes, a kind of road defect, can damage vehicles and negatively affect drivers' safe
driving, and in severe cases can lead to traffic accidents. Efficient and preventive …

Generating annual high resolution land cover products for 28 metropolises in China based on a deep super-resolution map** network using Landsat imagery

D He, Q Shi, X Liu, Y Zhong, G ** of tree extent in the tropics with Sentinel-1 and Sentinel-2
J Brandt, J Ertel, J Spore, F Stolle - Remote Sensing of Environment, 2023 - Elsevier
Remote sensing based assessments of tree cover and extent provide insight into global and
local land use planning. However, there remains considerable uncertainty about the …

A field-data-aided comparison of three 10 m land cover products in Southeast Asia

Y Ding, X Yang, Z Wang, D Fu, H Li, D Meng, X Zeng… - Remote Sensing, 2022 - mdpi.com
To study global and regional environment protection and sustainable development and also
to optimize map** methods, it is of great significance to compare three existing 10 m …

Special issue review: artificial intelligence and machine learning applications in remote sensing

YN Chen, KC Fan, YL Chang, T Moriyama - Remote Sensing, 2023 - mdpi.com
Remote sensing is used in an increasingly wide range of applications. Models and
methodologies based on artificial intelligence (AI) are commonly used to increase the …

Introducing image classification efficacies

G Shao, L Tang, H Zhang - IEEE Access, 2021 - ieeexplore.ieee.org
Accuracy assessment is essential in all image classification-related fields, ranging from
molecular imaging to earth observation. However, existing accuracy metrics are too …