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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
Adobe PDF(7339Kb)  |  Favorite  |  View/Download:63/12  |  Submit date:2019/07/14
黎曼流形  深度学习  几何优化  图像分类与识别  
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)
View  |  Adobe PDF(2344Kb)  |  Favorite  |  View/Download:50/9  |  Submit date:2019/09/07
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)
View  |  Adobe PDF(276Kb)  |  Favorite  |  View/Download:152/21  |  Submit date:2019/05/01
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)
View  |  Adobe PDF(712Kb)  |  Favorite  |  View/Download:215/36  |  Submit date:2019/01/28
基于DRFP网络的无人机对地车辆目标识别算法 期刊论文
红外与激光工程, 2019, 卷号: 48, 期号: S2, 页码: 131-139
Authors:  张钟毓;  刘云鹏;  王思奎;  刘天赐;  林智远
View  |  Adobe PDF(7484Kb)  |  Favorite  |  View/Download:30/4  |  Submit date:2019/10/13
小目标识别  无人机图像  深度学习  
Efficient and Robust Direct Image Registration Based on Joint Geometric and Photometric Lie Algebra 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2018, 卷号: 27, 期号: 12, 页码: 6010-6024
Authors:  Li CX(李晨曦);  Shi ZL(史泽林);  Liu YP(刘云鹏);  Liu TC(刘天赐);  Xu LY(许凌云)
View  |  Adobe PDF(5787Kb)  |  Favorite  |  View/Download:256/40  |  Submit date:2018/09/04
Image Registration  Photometric Variations  Photometric Transformation  Lie Group  Lie Algebra  
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
View  |  Adobe PDF(613Kb)  |  Favorite  |  View/Download:169/43  |  Submit date:2018/08/08
深度学习  Grassmann流形  黎曼优化  图像集识别  
Visualization of the image geometric transformation under the illumination variation based on the product manifold 期刊论文
BASIC & CLINICAL PHARMACOLOGY & TOXICOLOGY, 2018, 卷号: 124, 期号: S2, 页码: 52-53
Authors:  Liu TC(刘天赐);  Shi ZL(史泽林);  Liu YP(刘云鹏);  Li CX(李晨曦)
View  |  Adobe PDF(169Kb)  |  Favorite  |  View/Download:101/16  |  Submit date:2018/12/24
面向智能目标识别的几何深度学习方法 会议论文
全国机器人与智能制造博士后学术论坛文集, 沈阳, 2018年6月27至29日
Authors:  刘天赐;  史泽林;  刘云鹏
View  |  Adobe PDF(239Kb)  |  Favorite  |  View/Download:72/13  |  Submit date:2018/12/24
黎曼流形  深度学习  目标识别  微分几何  
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)
View  |  Adobe PDF(1780Kb)  |  Favorite  |  View/Download:214/31  |  Submit date:2018/06/17
Grassmann Manifold  Visual Clustering  Sparse Representation  Kernel Method