基于快速样本标记和容错性深度学习的遥感影像场景分类

41601352
2016
D0113.遥感科学
李彦胜
青年科学基金项目
副教授
武汉大学
19万元
特征提取;光学遥感;深度学习;监督分类;场景级遥感影像分类
2017-01-01到2019-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 一种实时可见光遥感影像云区检测方法 专利 李彦胜;李情芸;任菲菲;刘磊;伊成俊;杜辉;余毓杰;谭毅华;闫雪梅;田金文
2 Ecosystem health monitoring in the Shanghai-Hangzhou Bay Metropolitan Area: A hidden Markov modeling approach 期刊论文 Rui Xiao;Xiaoyu Yu;Ruixing Shi;Zhonghao Zhang;Weixuan Yu;Yansheng Li;Guang Chen;Jun Gao
3 Multiple Feature Hashing Learning for Large-Scale Remote Sensing Image Retrieval 期刊论文 Dongjie Ye;Yansheng Li;Chao Tao;Xunwei Xie;Xiang Wang
4 Infrared moving point target detection based on an anisotropic spatial-temporal fourth-order diffusion filter 期刊论文 Hu Zhu;Yusheng Guan;Lizhen Deng;Yansheng Li;Yujie Li
5 Learning Deep Networks under Noisy Labels for Remote Sensing Image Scene Classification 会议论文 Yansheng Li;Yongjun Zhang;Zhihui Zhu
6 A Survey on Deep Learning-Driven Remote Sensing Image Scene Understanding: Scene Classification, Scene Retrieval and Scene-Guided Object Detection 期刊论文 Yating Gu;Yantian Wang;Yansheng Li
7 Accurate detection of built-up areas from high-resolution remote sensing imagery using a fully convolutional network 期刊论文 Yihua Tan;Shengzhou Xiong;Zhi Li;Jinwen Tian;Yansheng Li
8 Exemplar-Based Recursive Instance Segmentation With Application to Plant Image Analysis 期刊论文 Jin-Gang Yu;Yansheng Li;Changxin Gao;Hongxia Gao;Gui-Song Xia;Zhu Liang Yu;Yuanqing Li
9 Robust infrared small target detection using local steering kernel reconstruction 期刊论文 Yansheng Li;Yongjun Zhang
10 Scene context-driven vehicle detection in high-resolution aerial images 期刊论文 Chao Tao;Li Mi;Yansheng Li;Ji Qi;Yuan Xiao;Jiaxing Zhang
11 Unsupervised Deep Feature Learning for Urban Village Detection from High-Resolution Remote Sensing Images 期刊论文 Yansheng Li;Xin Huang;Hui Liu
12 Deep networks under scene-level supervision for multi-class geospatial object detection from remote sensing images 期刊论文 Yansheng Li;Yongjun Zhang;Xin Huang;Alan Yuille
13 一种基于跨模态深度哈希网络的大规模跨源遥感影像检索方法 专利 李彦胜;叶冬杰;张永军
14 Multiple moving targets positioning via local trajectory consistency using stereo geostationary infrared image sequences 期刊论文 Xiang Wang;Yansong Duan;Xunwei Xie;Yansheng Li
15 一种基于深度哈希网络的大规模遥感影像检索方法和系统 专利 李彦胜;叶冬杰;张永军
16 Object-Based Visual Saliency via Laplacian Regularized Kernel Regression 期刊论文 Hao Dou;Delie Ming;Zhi Yang;Zhihong Pan;Yansheng Li;Jinwen Tian
17 基于场景标签约束深度网络的遥感影像多类目标检测方法 专利 李彦胜;李鑫伟;张永军
18 Learning Source-Invariant Deep Hashing Convolutional Neural Networks for Cross-Source Remote Sensing Image Retrieval 期刊论文 Yansheng Li;Yongjun Zhang;Xin Huang;Jiayi Ma
19 Large-Scale Remote Sensing Image Retrieval by Deep Hashing Neural Networks 期刊论文 Yansheng Li;Yongjun Zhang;Xin Huang;Hu Zhu;Jiayi Ma
20 一种多特征自动分级聚合辅助下的遥感影像样本库快速标记方法 专利 李彦胜;张永军;叶冬杰
21 Automatic extraction of built-up areas from panchromatic and multispectral remote sensing images using double-stream deep convolutional neural networks 期刊论文 Yihua Tan;Shengzhou Xiong;Yansheng Li
22 Greedy Annotation of Remote Sensing Image Scenes Based on Automatic Aggregation via Hierarchical Similarity Diffusion 期刊论文 Yansheng Li;Dongjie Ye
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