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黎曼流形在图像分类识别中的应用研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2019
Authors:  刘天赐
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黎曼流形  深度学习  几何优化  图像分类与识别  
几何与辐射联合李群及其图像匹配应用研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2019
Authors:  李晨曦
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图像匹配  目标跟踪  大气辐射传输  亮度变化  李群  
Visualization of the Image Geometric Transformation Group Based on Riemannian Manifold 期刊论文
IEEE Access, 2019, 卷号: 7, 页码: 105531-105545
Authors:  Liu TC(刘天赐);  Shi ZL(史泽林);  Liu YP(刘云鹏)
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Geometric transformation  visualization  motion group  Riemannian manifold  
Visualization of the Image Set Recognition Based on Grassmann Manifold 期刊论文
BASIC & CLINICAL PHARMACOLOGY & TOXICOLOGY, 2019, 卷号: 124, 期号: S3, 页码: 229-230
Authors:  Liu TC(刘天赐);  Shi ZL(史泽林);  Liu YP(刘云鹏);  Zhang ZY(张钟毓)
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Supervised Dimensionality Reduction on Grassmannian for Image Set Recognition 期刊论文
NEURAL COMPUTATION, 2019, 卷号: 31, 期号: 1, 页码: 156-175
Authors:  Liu TC(刘天赐);  Shi ZL(史泽林);  Liu YP(刘云鹏)
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基于Grassmann流形几何深度网络的图像集识别方法 期刊论文
红外与激光工程, 2018, 卷号: 47, 期号: 7, 页码: 1-7
Authors:  刘天赐;  史泽林;  刘云鹏;  张英迪
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深度学习  Grassmann流形  黎曼优化  图像集识别  
Kernel sparse representation on Grassmann manifolds for visual clustering 期刊论文
Optical Engineering, 2018, 卷号: 57, 期号: 5, 页码: 1-10
Authors:  Liu TC(刘天赐);  Shi ZL(史泽林);  Liu YP(刘云鹏)
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Grassmann Manifold  Visual Clustering  Sparse Representation  Kernel Method  
Joint Normalization and Dimensionality Reduction on Grassmannian: A Generalized Perspective 期刊论文
IEEE Signal Processing Letters, 2018, 卷号: 25, 期号: 6, 页码: 858-862
Authors:  Liu TC(刘天赐);  Shi ZL(史泽林);  Liu YP(刘云鹏)
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Image-set Recognition  Grassmann Manifold  Dimensionality Reduction  Grassmannian Optimization  
Dimensionality Reduction on Grassmannian: A Good Practice 会议论文
Proceedings of 2017 International Conference on Intelligent Computing and Information Systems (ICIS 2017), Harbin, China, December 29-31, 2017
Authors:  Liu TC(刘天赐);  Shi ZL(史泽林);  Liu YP(刘云鹏);  Li CX(李晨曦)
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Grassmann manifold  Riemannian optimization  image-set recognition  dimensionality reduction  
Visual Clustering based on Kernel Sparse Representation on Grassmann Manifolds 会议论文
2017 IEEE 7th Annual International Conference on CYBER Technology in Automation, Control, and Intelligent Systems, CYBER 2017, Hawaii, USA, July 31 - August 4, 2017
Authors:  Liu TC(刘天赐);  Shi ZL(史泽林);  Liu YP(刘云鹏)
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Visual Clustering  Grassmann Manifold  Sparse Representation  Kernel Method