Deep color calibration for UAV imagery in crop monitoring using semantic style transfer with local to global attention

Deep color calibration for UAV imagery in crop monitoring using semantic style transfer with local to global attention

Color cast of the UAV imagery is inevitable due to the temperature and illuminance changes during the UAV flight. Since color is an important feature in crop monitoring, color cast often produces misleading inference in estimation of crop stress, nutrient, and productivity. Therefore, color calibrat...

Full description

Bibliographic Details
Main Authors: Huasheng Huang, Aqing Yang, Yu Tang, Jiajun Zhuang, Chaojun Hou, Zhiping Tan, Sathian Dananjayan, Yong He, Qiwei Guo, Shaoming Luo
Format: Article
Language:English
Published: Elsevier 2021-12-01
Series:International Journal of Applied Earth Observations and Geoinformation
Subjects:
UAV
Crop monitoring
Color transfer
Semantic segmentation
Style transfer
Online Access:http://www.sciencedirect.com/science/article/pii/S030324342100297X

Internet

http://www.sciencedirect.com/science/article/pii/S030324342100297X

Similar Items