Instance segmentation for large, multi-channel remote sensing imagery using mask-RCNN and a mosaicking approach
Instance segmentation is the state-of-the-art in object detection, and there are numerous
applications in remote sensing data where these algorithms can produce significant results …
applications in remote sensing data where these algorithms can produce significant results …
Map** paddy rice with satellite remote sensing: A review
R Zhao, Y Li, M Ma - Sustainability, 2021 - mdpi.com
Paddy rice is a staple food of three billion people in the world. Timely and accurate
estimation of the paddy rice planting area and paddy rice yield can provide valuable …
estimation of the paddy rice planting area and paddy rice yield can provide valuable …
Prediction of InSAR deformation time-series using a long short-term memory neural network
The prediction of land subsidence is a crucial step for early warning of urban infrastructure
damage and timely remedy. However, the performance of most mathematical and empirical …
damage and timely remedy. However, the performance of most mathematical and empirical …
Application of deep learning in multitemporal remote sensing image classification
X Cheng, Y Sun, W Zhang, Y Wang, X Cao, Y Wang - Remote Sensing, 2023 - mdpi.com
The rapid advancement of remote sensing technology has significantly enhanced the
temporal resolution of remote sensing data. Multitemporal remote sensing image …
temporal resolution of remote sensing data. Multitemporal remote sensing image …
A deep learning framework for crop map** with reconstructed Sentinel-2 time series images
F Feng, M Gao, R Liu, S Yao, G Yang - Computers and Electronics in …, 2023 - Elsevier
Timely and accurate access to regional scale crop plant area and spatial distribution is
essential for regional agricultural production and food security, especially in the context of …
essential for regional agricultural production and food security, especially in the context of …
[HTML][HTML] Classifying vegetation communities karst wetland synergistic use of image fusion and object-based machine learning algorithm with Jilin-1 and UAV …
B Fu, P Zuo, M Liu, G Lan, H He, Z Lao, Y Zhang… - Ecological …, 2022 - Elsevier
Fine classification of wetland vegetation communities using machine learning algorithm and
high spatial resolution images have attracted increased attention. However, there exist …
high spatial resolution images have attracted increased attention. However, there exist …