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An Impartial Semi-Supervised Learning Strategy for Imbalanced Classification on VHR Images 期刊论文
SENSORS, 2020, 卷号: 20, 期号: 22
作者:  Sun, Fei;  Fang, Fang;  Wang, Run;  Wan, Bo;  Guo, Qinghua;  Li, Hong;  Wu, Xincai
Adobe PDF(5707Kb)  |  收藏  |  浏览/下载：104/0  |  提交时间：2022/03/01
image classification  class imbalance  impartial semi-supervised learning strategy (ISS)  extreme gradient boosting (XGB)  very-high-resolution (VHR)  
A Framework for Land Use Scenes Classification Based on Landscape Photos 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2020, 卷号: 13, 页码: 6124-6141
作者:  Xu, Shiwu;  Zhang, Shihui;  Zeng, Jue;  Li, Tingyu;  Guo, Qinghua;  Jin, Shichao
Adobe PDF(6559Kb)  |  收藏  |  浏览/下载：97/0  |  提交时间：2022/03/01
Semantics  Remote sensing  Image analysis  Image segmentation  Object recognition  Machine learning  Forestry  Deep convolutional neural networks (DCNNs)  landscape photos  land survey  land use scene classification  
Vegetation classification at the association level under the China Vegetation Classification System: an example of six Stipa steppe formations in China 期刊论文
JOURNAL OF PLANT ECOLOGY, 2019, 卷号: 12, 期号: 6, 页码: 1009-1024
作者:  Liu, Changcheng;  Wentworth, Thomas R.;  Qiao, Xianguo;  Guo, Ke;  Hou, Dongjie
Adobe PDF(1062Kb)  |  收藏  |  浏览/下载：101/0  |  提交时间：2022/01/06
association  China Vegetation Classification System  consistent classification section  cluster analysis  ordination  Stipa steppe  
One-class remote sensing classification: one-class vs. binary classifiers 期刊论文
INTERNATIONAL JOURNAL OF REMOTE SENSING, 2018, 卷号: 39, 期号: 6, 页码: 1890-1910
作者:  Deng, Xueqing;  Li, Wenkai;  Liu, Xiaoping;  Guo, Qinghua;  Newsam, Shawn
Adobe PDF(7030Kb)  |  收藏  |  浏览/下载：89/0  |  提交时间：2022/02/25
One-Class Classification of Airborne LiDAR Data in Urban Areas Using a Presence and Background Learning Algorithm 期刊论文
REMOTE SENSING, 2017, 卷号: 9, 期号: 10
作者:  Ao, Zurui;  Su, Yanjun;  Li, Wenkai;  Guo, Qinghua;  Zhang, Jing
Adobe PDF(1859Kb)  |  收藏  |  浏览/下载：92/0  |  提交时间：2022/03/28
LiDAR  one-class classification  presence and background learning algorithm  remote sensing  
Chamaecyparis montane cloud forest in Taiwan: ecology and vegetation classification 期刊论文
ECOLOGICAL RESEARCH, 2015, 卷号: 30, 期号: 5, 页码: 771-791
作者:  Li, Ching-Feng;  Zeleny, David;  Chytry, Milan;  Chen, Ming-Yih;  Chen, Tze-Ying;  Chiou, Chyi-Rong;  Hsia, Yue-Joe;  Liu, Ho-Yih;  Yang, Sheng-Zehn;  Yeh, Ching-Long;  Wang, Jenn-Che;  Yu, Chiou-Feng;  Lai, Yen-Jen;  Guo, Ke;  Hsieh, Chang-Fu
Adobe PDF(1030Kb)  |  收藏  |  浏览/下载：104/0  |  提交时间：2022/09/13
Cocktail Determination Key  Seasonality of moisture  Species group  Supervised classification  Topography  
Proteomics study of the effects of high pigment-1 on the plastid differentiation during the ripening of tomato fruits. 期刊论文
Chinese Science Bulletin, 2014, 卷号: 59, 期号: 13, 页码: 1392-1404
作者:  Xue Zhao;  Feng Han;  Shihua Shen
Adobe PDF(7507Kb)  |  收藏  |  浏览/下载：142/0  |  提交时间：2018/12/07
内蒙古灌丛化草原分布特征的遥感辨识 期刊论文
农业工程学报, 2014, 卷号: 30, 期号: 11, 页码: 152-158
作者:  董洲;  赵霞;  梁栋;  黄文江;  彭代亮;  黄林生
Adobe PDF(774Kb)  |  收藏  |  浏览/下载：126/0  |  提交时间：2018/12/05
A New Accuracy Assessment Method for One-Class Remote Sensing Classification 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2014, 卷号: 52, 期号: 8, 页码: 4621-4632
作者:  Li, Wenkai;  Guo, Qinghua
Adobe PDF(2029Kb)  |  收藏  |  浏览/下载：32/0  |  提交时间：2023/03/30
Accuracy assessment  background  F-measure  negative  one-class remote sensing classification  positive  
物种分布模型理论研究进展 期刊论文
生态学报, 2013, 卷号: 33, 期号: 16, 页码: 4827－4835
作者:  李国庆;  刘长成;  刘玉国;  杨军;  张新时;  郭柯
Adobe PDF(1745Kb)  |  收藏  |  浏览/下载：128/0  |  提交时间：2018/12/06