A Novel Query Strategy-Based Rank Batch-Mode Active Learning Method for High-Resolution Remote Sensing Image Classification

A Novel Query Strategy-Based Rank Batch-Mode Active Learning Method for High-Resolution Remote Sensing Image Classification

An informative training set is necessary for ensuring the robust performance of the classification of very-high-resolution remote sensing (VHRRS) images, but labeling work is often difficult, expensive, and time-consuming. This makes active learning (AL) an important part of an image analysis framew...

Full description

Bibliographic Details
Main Authors: Xin Luo, Huaqiang Du, Guomo Zhou, Xuejian Li, Fangjie Mao, Di’en Zhu, Yanxin Xu, Meng Zhang, Shaobai He, Zihao Huang
Format: Article
Language:English
Published: MDPI AG 2021-06-01
Series:Remote Sensing
Subjects:
spectral information divergence
query strategy
ranked batch-mode active learning
Worldview-3
urban land use
Online Access:https://www.mdpi.com/2072-4292/13/11/2234

Internet

https://www.mdpi.com/2072-4292/13/11/2234

Similar Items