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基于迁移学习的遥感图像语义分割方法研究 学位论文
工学博士, 中国科学院大学自动化研究所: 中国科学院大学, 2021
Authors:  晏亮
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遥感图像处理  语义分割  迁移学习  领域自适应  深度学习  
复杂环境下的图像目标检测与可视化 学位论文
工学博士, 中国科学院自动化研究所: 中国科学院大学, 2020
Authors:  潘兴甲
Adobe PDF(62004Kb)  |  Favorite  |  View/Download:181/1  |  Submit date:2020/12/15
目标检测  动态修正  旋转卷积  密集排列  自监督  大尺度目标  图像可视化  
基于图神经网络的视觉图表达方法 学位论文
, 中国科学院自动化所: 中国科学院大学, 2020
Authors:  卢毅
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图神经网络,图表达,图像分类,语义分割,视觉导航,概率图,深度 强化学习  
Triplet Adversarial Domain Adaptation for Pixel-Level Classification of VHR Remote Sensing Images 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2020, 卷号: 58, 期号: 5, 页码: 3558-3573
Authors:  Yan, Liang;  Fan, Bin;  Liu, Hongmin;  Huo, Chunlei;  Xiang, Shiming;  Pan, Chunhong
Adobe PDF(6348Kb)  |  Favorite  |  View/Download:56/1  |  Submit date:2020/06/22
Domain adaptation (DA)  pixel-level classification  self-training  triplet adversarial learning  very high resolution (VHR)  
Automatic Building Rooftop Extraction From Aerial Images via Hierarchical RGB-D Priors 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2018, 卷号: 56, 期号: 12, 页码: 7369-7387
Authors:  Xu, Shibiao;  Pan, Xingjia;  Li, Er;  Wu, Baoyuan;  Bu, Shuhui;  Dong, Weiming;  Xiang, Shiming;  Zhang, Xiaopeng
View  |  Adobe PDF(30927Kb)  |  Favorite  |  View/Download:97/1  |  Submit date:2019/07/12
High-order conditional random field (CRF)  multilevel segmentation  RGB-D priors  rooftop extraction  
Semantic labeling in very high resolution images via a self-cascaded convolutional neural network 期刊论文
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2018, 卷号: 145, 期号: 1, 页码: 78-95
Authors:  Liu, Yongcheng;  Fan, Bin;  Wang, Lingfeng;  Bai, Jun;  Xiang, Shiming;  Pan, Chunhong
View  |  Adobe PDF(1679Kb)  |  Favorite  |  View/Download:122/15  |  Submit date:2019/01/08
Semantic labeling  Convolutional neural networks (CNNs)  Multi-scale contexts  End-to-end  
Online Target Recognition for Time-sensitive Space Information Networks 期刊论文
IEEE Transactions on Computational Imaging, 2017, 卷号: 1, 期号: 1, 页码: 1
Authors:  Huo CL(霍春雷);  Huo CL(霍春雷)
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Target Recognition  Space Information Networks  Information Processing  Information Compression  Feature Adaption..  
Building Extraction from Remotely Sensed Images by Integrating Saliency Cue 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2016, 卷号: 10, 期号: 3, 页码: 906-919
Authors:  Li, Er;  Xu, Shibiao(共同第一作者);  Meng, Weiliang;  Zhang, Xiaopeng;  Xiaopeng Zhang
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Buildings  Fully Connected Conditional Random Field (Crf)  Saliency  
Robust Rooftop Extraction From Visible Band Images Using Higher Order CRF 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2015, 卷号: 53, 期号: 8, 页码: 4483-4495
Authors:  Li, Er;  Femiani, John;  Xu, Shibiao;  Zhang, Xiaopeng;  Wonka, Peter;  Er Li, John Femiani, Shibiao Xu, Xiaopeng Zhang, Peter Wonka
View  |  Adobe PDF(3450Kb)  |  Favorite  |  View/Download:208/58  |  Submit date:2015/09/21
Buildings  Rooftops Conditional Random Field (Crf)  Shadows  
高分辨率卫星图像中密集城区建筑物自动提取算法研究 学位论文
, 中国科学院自动化研究所: 中国科学院研究生院, 2008
Authors:  宋宗莹
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高分辨率卫星图像  城市  建筑物  提取  区域  边验证  假设-验证  规则度  纹理  High Resolution Satellite Image  Urban Building Extraction  Region Analysis  Hypothesis-verification  Edge Verification  Regularity  Texture