Classification from Sky: A Robust Remote Sensing Time Series Image Classification Using Spatial Encoder and Multi-Fast Channel Attention

Classification from Sky: A Robust Remote Sensing Time Series Image Classification Using Spatial Encoder and Multi-Fast Channel Attention

The unparalleled availability of Satellite Image Time Series (SITS) for crop phenology classification unravels agricultural parcel observation and monitoring with applications of both economic and ecological importance. Moreover, the need for distinct classification of agricultural parcels into indi...

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Bibliographic Details
Main Authors: Kwabena Sarpong, Jehoiada Kofi Jackson, Derrick Effah, Daniel Addo, Sophyani Banaamwini Yussif, Mohammad Awrangjeb, Rutherford Agbeshi Patamia, Juliana Mantebea Danso, Zhiguang Qin
Format: Article
Language:English
Published: Springer 2022-11-01
Series:Journal of King Saud University: Computer and Information Sciences
Subjects:
Agricultural parcel
Satellite time series
Phenology
Deep learning
Channel attention
Online Access:http://www.sciencedirect.com/science/article/pii/S1319157822003962
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