非负张量分解模型驱动的深度学习高光谱盲解混

61865012
2018
F0501.光学信息获取、显示与处理
邓承志
地区科学基金项目
教授
南昌工程学院
40万元
深度学习;光谱解混;稀疏正则化;非负张量分解
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 Automobile airbag defect detection algorithm based on improved Faster RCNN 会议论文 Luo Linjie;Deng Chengzhi;Wu Zhaoming;Wang Shengqian;Ye Tianyu
2 High-Order Total Bounded Variation Model and Its Fast Algorithm for Poissonian Image Restoration 期刊论文 Zhang Jun;Ma Mingxi;Wu Zhaoming;Deng Chengzhi
3 Low-Rank and Spectral-Spatial Sparse Unmixing for Hyperspectral Remote Sensing Imagery 期刊论文 Li Fan
4 一种太阳能供电的无线传感网络图像监测系统 专利 包学才;曹芝展;邓承志;刘有珠;李院民;聂菊根;樊棠怀;汪胜前
5 Reweighted Local Collaborative Sparse Regression for Hyperspectral Unmixing 期刊论文 Li Yan;Zhang Shaoquan;Deng Chengzhi;Wang Shengqian
6 Convolutional Neural Networks Based Dictionary Pair Learning for Visual Tracking 期刊论文 Meng Chenchen;Wang Jun;Deng Chengzhi;Wang Yuanyun;Wang Shengqian
7 Parallelizing Comprehensive Learning Particle Swarm Optimization by Open Computing Language on an Integrated Graphical Processing Unit 期刊论文 Yu Xiang;Qiao Yu;Li Qingpeng;Xu Gang;Kang Chuanxiong;Estevez Claudio;Deng Chengzhi;Wang Shengqian
8 Robust Double Spatial Regularization Sparse Hyperspectral Unmixing 期刊论文 Li Fan;Zhang Shaoquan;Deng Chengzhi;Liang Bingkun;Cao Jingjing;Wang Shengqian
9 Low-Rank Subspace Unmixing of Remotely Sensed Hyperspectral Image 会议论文 You Quan;Li Fan;Zhang Shaoquan;Wang Shengqian;Deng Chengzhi;Xu Chenguang
10 Diagnosis method of kiwifruit foliar diseases based on improved YOLOv4-tiny 会议论文 Ye Tianyu;Wu Zhaoming;Wang Shengqian;Deng Chengzhi;Tang Cong
11 Learnable Sparse Transform Siamese Attention Networks for Visual Tracking 会议论文 Wang Jun;Zhang Limin;Wang Yuanyun;Zhang Wenshuang;Lai Changwang;Deng Chengzhi
12 Adaptive Image Restoration via a Relaxed Regularization of Mean Curvature 期刊论文 Ma Mingxi;Zhang Jun;Deng Chengzhi;Liu Zhaoyang;Wang Yuanyun
13 Superpixel-Guided Sparse Unmixing for Remotely Sensed Hyperspectral Imagery 会议论文 Zhang Shaoquan;Deng Chengzhi;Li Jun;Wang Shengqian;Li Fan;Xu Chenguang;Plaza Antonio
14 Industrial object detection method based on improved CenterNet 会议论文 Tang Cong;Wu Zhaoming;Wang Shengqian;Deng Chengzhi;Luo Linjie
15 一种水利湖泊远程遥感监控系统 专利 邓承志;刘祖涵;汪胜前;吴朝明;包学才;王莉莉;彭天亮
16 Sequential Grid Approach Based Support Vector Regression for Short-term Electric Load Forecasting 期刊论文 Yang Youlong;Che Jinxing;Deng Chengzhi;Li Li
17 Poisson image restoration using a novel directional TVp regularization 期刊论文 Zhang Jun;Li Pengcheng;Yang Junci;Ma Mingxi;Deng Chengzhi
18 Superpixel Based Low-Rank Sparse Unmixing for Hyperspectral Remote Sensing Image 会议论文 Li Fan;Liang Bingkun;Zhang Shaoquan;Deng Chengzhi;Wu Zhaoming;Wang Shengqian
19 Fast Algorithms for Poisson Image Denoising Using Fractional-Order Total Variation 会议论文 Zhang Jun;Ma Mingxi;Deng Chengzhi;Wu Zhaoming
20 近似稀疏约束的多层非负矩阵分解高光谱解混 期刊论文 徐晨光;邓承志;朱华生
21 一种基于改进MASKRCNN的FPC缺陷检测方法 专利 邓承志;吴朝明;罗林杰;汪胜前;徐晨光;孙小惟
22 Recent Advances in Hyperspectral Unmixing Using Sparse Techniques and Deep Learning, in Hyperspectral Image Analysis: Advances in Machine Learning and Signal Processing 专著 Zhang Shaoquan;Su Yuanchao;Xu Xiang;Li Jun;Deng Chengzhi;Plaza Antonio
23 An Improved Spatial Context Based Sparse Unmixing of Hyperspectral Image 期刊论文 Li Fan
24 Hyperspectral Sparse Unmixing With Spectral-Spatial Low-Rank Constraint 期刊论文 Li Fan;Zhang Shaoquan;Liang Bingkun;Deng Chengzhi;Xu Chenguang;Wang Shengqian
25 变形L1正则化的高光谱图像稀疏解混 期刊论文 李璠;吴朝明;张绍泉;胡蕾;邓承志
26 一种能量获取型无线传感网络最大化监测频率方法 专利 包学才;邓承志;李院民;刘有珠;刘祖涵;樊棠怀;汪胜前
27 光谱加权协同稀疏和全变差正则化高光谱图像解混 期刊论文 张绍泉;黄志浩;邓承志;李璠;徐晨光;吴朝明;汪胜前
28 Spectral-Spatial Hyperspectral Unmixing Using Nonnegative Matrix Factorization 期刊论文 Zhang Shaoquan;Zhang Guorong;Li Fan;Deng Chengzhi;Wang Shengqian;Plaza Antonio;Li Jun
29 Learning convolutional self-attention module for unmanned aerial vehicle tracking 期刊论文 Wang Jun;Meng Chenchen;Deng Chengzhi;Wang Yuanyun
30 Spectral-Spatial Joint Sparsity Unmixing of Hyperspectral Images based on Framelet Transform 期刊论文 Xu Chenguang;Wu Zhaoming;Li Fan;Zhang Shaoquan;Deng Chengzhi;Wang Yuanyun
31 Learning attention modules for visual tracking 期刊论文 Wang Jun;Meng Chenchen;Deng Chengzhi;Wang Yuanyun
32 Spectral-spatial Hyperspectral Unmixing In Transformed Domains 会议论文 Xu Chenguang;Zhang Shaoquan;Deng Chengzhi;Wu Zhaoming;Yang Jiaheng;Long Guang;Cao Longfei
33 Spectral-spatial Weighted Sparse Nonnegative Tensor Factorization For Hyperspectral Unmixing 会议论文 Zhang Shaoquan;Zhang Guorong;Deng Chengzhi;Li Jun;Wang Shengqian;Wang Jun
34 基于卷积神经网络字典对学习的目标跟踪方法与系统 专利 王军;孟晨晨;邓承志;王员云;章利民;张珮芸;祝文狄;王涵
35 基于深度残差网络的高光谱图像超分辨率重建方法及装置 专利 邓承志;颜苏东;徐晨光;吴朝明;王军;田伟;汪胜前
36 一种水利湖泊遥感综合监测装置 专利 邓承志;刘祖涵;汪胜前;吴朝明;包学才;王莉莉
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