基于深度生成模型和判别模型的高光谱异常目标检测方法研究

61971153
2019
F0113.信息获取与处理
赵春晖
面上项目
教授
哈尔滨工程大学
58万元
深度生成模型;实时处理;高光谱遥感;判别模型;异常目标检测
2020-01-01到2023-12-31
  • 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 Real-time kernel collaborative representation-based anomaly detection for hyperspectral imager 期刊论文 Chunhui Zhao;Chuang Li;Xifeng Yao
2 SAR Image Change Detection in Spatial-Frequency Domain Based on Attention Mechanism and Gated Linear Unit 期刊论文 Chunhui Zhao;Lirui Ma;Lu Wang;T. Ohtsuki;P. T. Mathiopoulos
3 一种双时相高光谱图像空谱联合变化检测方法 专利 冯收;成浩;赵春晖;秦博奥;吴丹;朱文祥;李闯;王明星
4 基于多层级特征对齐的高光谱图像跨域分类方法 专利 赵春晖;朱文祥;李凯俊;张强
5 基于可区分性高阶特征表示的高光谱遥感数据智能解译方法,中国遥感优秀成果 奖励 赵春晖;冯收;宿南;闫奕名;朱文祥;秦博奥
6 Spectral-Spatial Stacked Autoencoders Based on the Bilateral Filter for Hyperspectral Anomaly Detection 会议论文 Chunhui Zhao;Chuang Li;Shou Feng;Nan Su
7 高光谱图像异常目标检测算法研究进展 期刊论文 成宝芝;赵春晖;张丽丽
8 Spectral-Spatial Anomaly Detection via Collaborative Representation Constraint Stacked Autoencoders for Hyperspectral Images 期刊论文 Chunhui Zhao;Chuang Li;Shou Feng;Wei Li
9 联合低秩张量分解与稀疏表示的高光谱异常目标检测算法 期刊论文 成宝芝;张丽丽;赵春晖
10 Hyperspectral Anomaly Detection Using Bilateral-Filtered Generative Adversarial Networks 会议论文 Shou Feng;Chuang Li;Chunhui Zhao;Nan Su
11 用于高光谱变化检测的多径卷积网络算法 期刊论文 赵春晖;张锦林;宿南;闫奕名
12 A Hyperspectral Anomaly Detection Method based on Low-Rank and Sparse Decomposition with Density Peak Guided Collaborative Representation 期刊论文 Shou Feng;Shulu Tang;Chunhui Zhao;Ying Cui
13 单阶段任意四边形回归框大长宽比目标遥感图像检测方法 专利 宿南;黄志博;闫奕名;冯收;赵春晖;黄博闻
14 Multilayer Attention Mechanism for Change Detection in SAR Image Spatial-Frequency Domain 会议论文 Lirui Ma;Lu Wang;Chunhui Zhao;Jiahui E;Tomoaki Ohtsuki
15 An Attention-Guided Matching Association Network for Hyperspectral and RGB FusionTracking 会议论文 Hongjiao Liu;Chunhui Zhao;Nan Su;Congan Xu;Yiming Yan
16 Multi-Band Hyperspectral Object Tracking: Leveraging Spectral Information Prompts and Spectral Scale-Aware Representation, 2nd Place Award(银奖) 奖励 Hongjiao Liu;jiayue He;Jinpeng Wang;Nan Su;Chunhui Zhao;Yiming Yan;Shou Feng;Ze Liu;Jianfeng Liu;Zilong Zhao
17 Multiple Superpixel Graphs Learning Based on Adaptive Multiscale Segmentation for Hyperspectral Image Classification 期刊论文 Chunhui Zhao;Boao Qin;Shou Feng;Wenxiang Zhu
18 Enhanced Total Variation Regularized Representation Model With Endmember Background Dictionary for Hyperspectral Anomaly Detection 期刊论文 Chunhui Zhao;Chuang Li;Shou Feng;Xiuping Jia
19 《高光谱图像智能分类与检测》 专著 赵春晖;冯收;闫奕名;宿南
20 Short and Long Range Graph Convolution Network for Hyperspectral Image Classification 会议论文 Wenxiang Zhu;Chunhui Zhao;Boao Qin;Shou Feng
21 High Resolution Remote Sensing Optical Image Bitemporal Change Detection Based on Feature Interaction and Multitask Learning 期刊论文 Chunhui Zhao;Yingjie Tang;Shou Feng;Yuanze Fan;Wei Li;Ran Tao;Lifu Zhang
22 A Spectral–Spatial Method Based on Fractional Fourier Transform and Collaborative Representation for Hyperspectral Anomaly Detection 期刊论文 Chunhui Zhao;Chuang Li;Shou Feng
23 An Attention-based Multiscale Spectral-Spatial Network for Hyperspectral Target Detection 期刊论文 Shou Feng;Rui Feng;Jianfei Liu;Chunhui Zhao;Fengchao Xiong;Lifu Zhang
24 Hyperspectral Target Detection Method Based on Nonlocal Self-Similarity and Rank-1 Tensor 期刊论文 Chunhui Zhao;Mingxing Wang;Shou Feng;Nan Su
25 基于核引导可变卷积和双窗联合双边滤波器的高光谱图分类方法及系统 专利 冯收;朱文祥;赵春晖;吴丹;秦博奥;成浩;樊元泽;丰瑞
26 A Spectral–Spatial Change Detection Method Based on Simplified 3-D Convolutional Autoencoder for Multitemporal Hyperspectral Images 期刊论文 Chunhui Zhao;Hao Cheng;Shou Feng
27 TMTNet: A Transformer-based Multimodality Information Transfer Network for Hyperspectral Object Tracking 期刊论文 Chunhui Zhao;Hongjiao Liu;Nan Su;Congan Xu;Yiming Yan;Shou Feng
28 Heterogeneous Image Change Detection Based on Deep Image Translation and Feature Refinement-Aggregation 会议论文 Tianrui Zhao;Lu Wang;Chunhui Zhao;Tian Liu;Tomoaki Ohtsuki
29 基于增强全变分约束表示模型与端元背景字典的高光谱异常检测方法 专利 李闯;冯收;赵春晖;吴丹;丰瑞;樊元泽;闫奕名;宿南
30 A Transformer-Based Three-Branch Siamese Network for Hyperspectral Object tracking, 1st Place Award(金奖) 奖励 Nan Su;Hongjiao Liu;Chunhui Zhao;Yiming Yan;Jinpeng Wang;Jiayue He
31 A Spectral–Spatial Anomaly Target Detection Method Based on Fractional Fourier Transform and Saliency Weighted Collaborative Representation for Hyperspectral Images 期刊论文 Chunhui Zhao;Chuang Li;Shou Feng;Nan Su;Wei Li
32 Hyperspectral Image Classification with Multi-attention Transformer and Adaptive Superpixel Segmentation-based Active Learning 期刊论文 Chunhui Zhao;Boao Qin;Shou Feng;Wenxiang Zhu;Weiwei Sun;Wei Li;Xiuping Jia
33 Superpixel Guided Deformable Convolution Network for Hyperspectral Image Classification 期刊论文 Chunhui Zhao;Wenxiang Zhu;Shou Feng
34 TFTN A Transformer-based Fusion Tracking Framework of Hyperspectral and RGB 期刊论文 Chunhui Zhao;Hongjiao Liu;Nan Su;Yiming Yan
35 An Unsupervised Domain Adaptation Method Towards Multi-level Features and Decision Boundaries for Cross-Scene Hyperspectral Image Classification 期刊论文 Chunhui Zhao;Boao Qin;Shou Feng;Wenxiang Zhu;Lifu Zhang;Jinchang Ren
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