宽波段多维度高光谱遥感图像分析及解译新方法研究

61871150
2018
F0113.信息获取与处理
张钧萍
面上项目
教授
哈尔滨工业大学
63万元
多维度分析;高光谱遥感;宽波段;图像解译
2019-01-01到2022-12-31
  • 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 Heterogeneous Spectral-Spatial Feature Transfer With Structure Preserved Distribution Alignment for Hyperspectral Image Classification 期刊论文 Chongxiao Zhong;Junping Zhang;Qingle Guo;Ye Zhang
2 Unsupervised Multiple Change Detection for Multispectral Images Based on AMMF and SpatioSpectral Channel Augmentation 期刊论文 Qingle Guo;Junping Zhang;Chongxiao Zhong;Ye Zhang
3 Attention Multisource Fusion-Based Deep Few-Shot Learning for Hyperspectral Image Classification 期刊论文 Xuejian Liang;Ye Zhang;Junping Zhang
4 Iterative Edge Preserving Filtering Approach to Hyperspectral Image Classification 期刊论文 Shengwei Zhong;Chein-I Chang;Ye Zhang
5 多源遥感图像协同处理及智能解译方法研究 奖励 张钧萍;张晔;陈浩;贲晛晔;李彤
6 Multitemporal Hyperspectral Images Change Detection Based on Joint Unmixing and Information Coguidance Strategy 期刊论文 Qingle Guo;Junping Zhang;Ye Zhang
7 Alternating Direction Iterative Nonnegative Matrix Factorization Unmixing for Multispectral and Hyperspectral Data Fusion 期刊论文 Xinyu Zhou;Ye Zhang;Junping Zhang;Shaoqi Shi
8 Change Detection for Hyperspectral Images Via Convolutional Sparse Analysis and Temporal Spectral Unmixing 期刊论文 Qingle Guo;Junping Zhang;Chongxiao Zhong;Ye Zhang
9 Tensor Approximation With Low-Rank Representation and Kurtosis Correlation Constraint for Hyperspectral Anomaly Detection 期刊论文 Zhuang Li;Ye Zhang;Junping Zhang
10 Spectral-Spatial Joint Feature Extraction for Hyperspectral Image Based on High-Reliable Neighborhood Structure 期刊论文 Jia Feng;Junping Zhang;Tong Li;Ye Zhang
11 基于可变形分离卷积的高光谱图像分类方法 专利 张钧萍;闫清宇
12 高光谱图像相对含水量反演引导的精细分类 期刊论文 梁雪剑;张晔;张钧萍
13 Cross-Scene Deep Transfer Learning With Spectral Feature Adaptation for Hyperspectral Image Classification 期刊论文 Chongxiao Zhong;Junping Zhang;Sifan Wu;Ye Zhang
14 Hyperspectral Anomaly Detection for Spectral Anomaly Targets via Spatial and Spectral Constraints 期刊论文 Zhuang Li;Ye Zhang;Junping Zhang
15 Temperature and Emissivity Smoothing Separation with Nonlinear Relation of Brightness Temperature and Emissivity for Thermal Infrared Sensors 期刊论文 Xinyuan Miao;Ye Zhang;Junping Zhang;Xinyu Zhou
16 Attention Symbiotic Neural Network for Hyperspectral Image Refined Classification Based on Relative Water Content Retrieval 期刊论文 Xuejian Liang;Ye Zhang;Junping Zhang
17 Water Retrieval Embedded Deep Network for Hyperspectral Image Refined Classification 会议论文 Xuejian Liang;Ye Zhang;Junping Zhang;Xinyuan Miao;Xinyu Zhou
18 Stereo matching algorithm for high-resolution remote sensing images based on sparse coding and dictionary learning 会议论文 Dongyang Liu;Junping Zhang;Youliang Guo
19 Unsupervised Feature Extraction in Hyperspectral Image Based on Improved Neighborhood Preserving Embedding 会议论文 Jia Feng;Junping Zhang
20 Spectral-Spatial Joint Target Detection of Hyperspectral Image Based on Transfer Learning 会议论文 Zhenyuan Feng;Junping Zhang;Jia Feng
21 A Multiview Spectral–Spatial Feature Extraction and Fusion Framework for Hyperspectral Image Classification 期刊论文 Jia Feng;Junping Zhang;Ye Zhang
22 Potential Target Region Extraction and Isolated Forest With Statistical Correlation Representation for Hyperspectral Anomaly Detection 期刊论文 Zhuang Li;Ye Zhang;Junping Zhang
23 A Spectral–Spatial Feedback Close Network System for Hyperspectral Image Classification 期刊论文 Shengwei Zhong;Ye Zhang;Chein-I Chang
24 基于多时相联合分解的高分辨率遥感图像变化检测方法 专利 张钧萍;郭庆乐
25 基于卷积稀疏分解的高光谱图像多尺度特征提取方法 专利 张钧萍;仲崇潇
26 Fusion of Hyperspectral and LiDAR Data Based on Dual-branch Convolutional Neural Network 会议论文 Jinzhe Wang;Junping Zhang;Qingle Guo;Tong Li
27 Graph-Based Semisupervised Learning With Weighted Features for Hyperspectral Remote Sensing Image Classification 期刊论文 Qingyan Wang;Qi Zhang;Junping Zhang;Shouqiang Kang;Yujing Wang
28 Hyperspectral Image Classification Based on Semisupervised Self-learning and Multiview Information Fusion 期刊论文 Jia Feng;Junping Zhang;Ye Zhang
29 Improving Sparse Noise Removal via L0-Norm Optimization for Hyperspectral Image Restoration 期刊论文 Chongxiao Zhong;Junping Zhang;Qingle Guo;Ye Zhang
30 Cascaded Convolutional Neural Network-Based Hyperspectral Image Resolution Enhancement via an Auxiliary Panchromatic Image 期刊论文 Xiaochen Lu;Junping Zhang;Dezheng Yang;Longting Xu;Fengde Jia
31 Roads and Intersections Extraction from High-Resolution Remote Sensing Imagery Based on Tensor Voting under Big Data Environment 期刊论文 Ke Sun;Junping Zhang;Yingying Zhang
32 A Shadow Detection Algorithm Based on Multiscale Spatial Attention Mechanism for Aerial Remote Sensing Images 期刊论文 Dongyang Liu;Junping Zhang;Yinhu Wu;Ye Zhang
33 Deep Multiscale Siamese Network with Parallel Convolutional Structure and Self-Attention for Change Detection 期刊论文 Qingle Guo;Junping Zhang;Shengyu Zhu;Chongxiao Zhong;Ye Zhang
34 Editorial for Special Issue “Hyperspectral Imaging and Applications” 期刊论文 Chein-I Chang;Meiping Song;Junping Zhang;Chao-Cheng Wu
35 Multitemporal Images Change Detection Based on AMMF and Spectral Constraint Strategy 期刊论文 Qingle Guo;Junping Zhang;Ye Zhang
36 对抗学习遥感图像场景识别 期刊论文 李彤;张钧萍
37 Hyperspectral Anomaly Detection via Optimal Kernel and High-Order Moment Correlation Representation 期刊论文 Zhuang Li;Ye Zhang;Junping Zhang
38 Background Guided Target Detection for Hyperspectral Image 会议论文 Chongxiao Zhong;Junping Zhang
39 Multiscale Feature Extraction Based on Convolutional Sparse Decomposition for Hyperspectral Image Classification 期刊论文 Chongxiao Zhong;Junping Zhang;Ye Zhang
40 基于直线空间分布关系和投影特征的群目标检测算法 专利 张钧萍;冯振远
41 基于融合高光谱图像和DSM数据的分类方法 专利 张钧萍;王金哲
42 Spectral-Spatial Classification of Hyperspectral Image Using PCA and Gabor Filtering 会议论文 Qingyu Yan;Junping Zhang;Jia Feng
43 Hyperspectral Mixed Noise Reduction Using Two-Stage Cascade Refined Network 会议论文 Yinhu Wu;Junping Zhang;Dongyang Liu
44 Hyper-Sharpening Based on Spectral Modulation 期刊论文 Xiaochen Lu;Junping Zhang;Xiangzhen Yu;Wenming Tang;Tong Li;Ye Zhang
45 An Improved APAP Algorithm via Line Segment Correction for UAV Multispectral Image Stitching 会议论文 Bo Liu;Junping Zhang;Zhe Li
46 Hierarchical CNN Classification of Hyperspectral Images Based on 3-D Attention Soft Augmentation 期刊论文 Xinyuan Miao;Ye Zhang;Junping Zhang;Xuejian Liang
47 Multiscale Semantic Guidance Network for Object Detection in VHR Remote Sensing Images 期刊论文 Shengyu Zhu;Junping Zhang;Xuejian Liang;Qingle Guo
48 Aerial Remote Sensing Image Cascaded Road Detection Network Based on Edge Sensing Module and Attention Module 期刊论文 Dongyang Liu;Junping Zhang;Kun Liu;Ye Zhang
49 Multiscale Spectral-Spatial Unified Networks For Hyperspectral Image Classification 会议论文 Sifan Wu;Junping Zhang;Chongxiao Zhong
50 多分辨率低秩导向滤波的热红外图像空间融合 期刊论文 苗馨远;张晔;张钧萍
51 Water Retrieval Embedded Attention Network With Multiscale Receptive Fields for Hyperspectral Image Refined Classification 期刊论文 Xuejian Liang;Ye Zhang;Junping Zhang
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