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Aggregating Randomized Clustering-Promoting Invariant Projections for Domain Adaptation 期刊论文
IEEE Trans. Pattern Anal. Machine Intell., 2019, 卷号: 41, 期号: 5, 页码: 1027-1042
Authors:  Jian Liang;  Ran He;  Zhenan Sun;  Tieniu Tan
View  |  Adobe PDF(865Kb)  |  Favorite  |  View/Download:5/1  |  Submit date:2019/06/10
Unsupervised Domain Adaptation  Domain-invariant Projection  Class-clustering  Sampling-and-fusion  
Combining Data-Driven and Model-Driven Methods for Robust Facial Landmark Detection 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2018, 卷号: 13, 期号: 10, 页码: 2409-2422
Authors:  Zhang, Hongwen;  Li, Qi;  Sun, Zhenan;  Liu, Yunfan
View  |  Adobe PDF(5821Kb)  |  Favorite  |  View/Download:108/18  |  Submit date:2018/03/03
Facial Landmark Detection  Face Alignment  Fully Convolutional Network  Point Distribution Model  Weighted Regularized Mean Shift  
Text2Video: An End-to-end Learning Framework for Expressing Text With Videos 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2018, 卷号: 20, 期号: 9, 页码: 2360-2370
Authors:  Yang, Xiaoshan;  Zhang, Tianzhu;  Xu, Changsheng
View  |  Adobe PDF(2281Kb)  |  Favorite  |  View/Download:89/17  |  Submit date:2018/02/07
Multimedia Storytelling  Video Analysis  Deep Learning  
Supervised Polarimetric SAR Image Classification Using Tensor Local Discriminant Embedding 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2018, 卷号: 27, 期号: 6, 页码: 2966-2979
Authors:  Huang, Xiayuan;  Qiao, Hong;  Zhang, Bo;  Nie, Xiangli
View  |  Adobe PDF(6075Kb)  |  Favorite  |  View/Download:46/14  |  Submit date:2018/10/08
Land Cover Classification  Dimensionality Reduction  Feature Extraction  Spatial Information  Polarimetric Signature  Tensor Local Discriminant Embedding  Plosar Image  
基于深度特征融合的图像分类方法研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2018
Authors:  李成华
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图像分类  深度卷积神经网络  特征融合  图像包网络  一致性融合  动态门控融合  
Manifold Warp Segmentation of Human Action 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 5, 页码: 1414-1426
Authors:  Liu, Shenglan;  Feng, Lin;  Liu, Yang;  Qiao, Hong;  Wu, Jun;  Wang, Wei
View  |  Adobe PDF(3667Kb)  |  Favorite  |  View/Download:113/39  |  Submit date:2018/01/06
Curvature  Dimensionality Reduction  Human Action Segmentation  Space Alignment  
A novel stacked regression algorithm based on slice transform for small sample size problem in spectroscopic analysis 会议论文
, Zhengzhou, China, July 20-22, 2018
Authors:  Yifan Wu;  Silong Peng;  Qiong Xie;  Quanjie Han
View  |  Adobe PDF(358Kb)  |  Favorite  |  View/Download:12/5  |  Submit date:2019/04/29
Small Sample Size Problem  Variable Selection  Stacked Regression  Slice Transform  
A Fast Algorithm of Convex Hull Vertices Selection for Online Classification 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 4, 页码: 792-806
Authors:  Ding, Shuguang;  Nie, Xiangli;  Qiao, Hong;  Zhang, Bo
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Convex Hull Decomposition  Kernel  Online Classification  Projection  
Video Super-Resolution via Bidirectional Recurrent Convolutional Networks 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2018, 卷号: 40, 期号: 4, 页码: 1015-1028
Authors:  Huang, Yan;  Wang, Wei;  Wang, Liang
View  |  Adobe PDF(10250Kb)  |  Favorite  |  View/Download:289/112  |  Submit date:2017/06/19
Deep Learning  Recurrent Neural Networks  3d Convolution  Video Super-resolution  
Hierarchical Convolutional Neural Networks for EEG-Based Emotion Recognition 期刊论文
COGNITIVE COMPUTATION, 2018, 卷号: 10, 期号: 2, 页码: 368-380
Authors:  Li, Jinpeng;  Zhang, Zhaoxiang;  He, Huiguang
Adobe PDF(1800Kb)  |  Favorite  |  View/Download:44/0  |  Submit date:2018/08/07
Affective Brain-computer Interface  Emotion Recognition  Brain Wave  Deep Learning  Eeg