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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  
CMT: Cross Mean Teacher Unsupervised Domain Adaptation for VHR Image Semantic Segmentation 期刊论文
IEEE Geoscience and Remote Sensing Letters, 2021, 卷号: 0, 期号: 0, 页码: 1-5
Authors:  Liang Yan;  Bin Fan;  Shiming Xiang;  Chunhong Pan
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Cross mean teacher (CMT)  self-training (ST)  semantic segmentation  unsupervised domain adaptation (UDA)  very-high-resolution (VHR) image  
低质图像文本识别方法研究 学位论文
工学硕士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2020
Authors:  许铭潮
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低质图像文本识别,超分辨率,空间变换网络,梯度剖面损失,对抗学习  
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
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Domain adaptation (DA)  pixel-level classification  self-training  triplet adversarial learning  very high resolution (VHR)  
Multi-Scale Feature Integrated Attention-Based Rotation Network for Object Detection in VHR Aerial Images 期刊论文
SENSORS, 2020, 卷号: 20, 期号: 6, 页码: 21
Authors:  Yang, Feng;  Li, Wentong;  Hu, Haiwei;  Li, Wanyi;  Wang, Peng
Favorite  |  View/Download:50/0  |  Submit date:2020/06/22
object detection  aerial images  feature attention  convolutional neural networks (CNNs)  
基于深度学习的遥感图像飞机检测与识别研究 学位论文
工程硕士, 中国科学院自动化研究所: 中国科学院大学, 2019
Authors:  蔡健
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遥感图像  目标检测  深度学习  旋转矩形框  显著性  飞机识别  
基于深度学习的遥感图像目标检测技术研究 学位论文
工学硕士, 中科院自动化所: 中科院自动化所, 2019
Authors:  黄河
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目标检测  光学遥感图像  深度学习  尺度不变性  旋转不变性  
Feature-Related Searching Control Model for Curve Detection 期刊论文
IEEE Transactions on Cybernetics, 2019, 卷号: 49, 期号: 2, 页码: 580-591
Authors:  Zhang MY(张茗奕);  Xilong Liu;  De Xu;  Zhiqiang Cao
View  |  Adobe PDF(1984Kb)  |  Favorite  |  View/Download:112/25  |  Submit date:2019/05/08
Curve Detection  Feature Description  Prediction  Searching  Searching Control Mode  Updating  
Depth-map Completion for Large Indoor Scene Reconstruction 期刊论文
Pattern Recognition, 2019, 期号: X, 页码: X
Authors:  Hongmin Liu;  Xincheng Tang;  Shuhan Shen
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Depth completion  MVS  3D reconstruction  Point cloud  
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:114/1  |  Submit date:2019/07/12
High-order conditional random field (CRF)  multilevel segmentation  RGB-D priors  rooftop extraction