面向图像序列的深度学习理论与方法

61532009
2015
F06.人工智能
刘青山
重点项目
教授
南京信息工程大学
290万元
大数据挖掘;场景语义理解;深度学习;图像序列分析
2016-01-01到2020-12-31
  • 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 A Unified Personalized Video Recommendation via Dynamic Recurrent Neural Networks 会议论文 Junyu Gao;Tianzhu Zhang;Changsheng Xu
2 一种基于深度卷积神经网络的时空卫星图像融合方法 专利 宋慧慧;孙毅堂;刘青山;王国杰;张开华
3 Newton-Type Greedy Selection Methods for l(0)-Constrained Minimization 期刊论文 Yuan Xiao Tong;Liu Qingshan
4 Multi-modal multi-view topic-opinion mining for social event analysis 会议论文 Qian Shengsheng;Zhang Tianzhu;Xu Changsheng
5 Visual tracking via Boolean map representations 期刊论文 Zhang Kaihua;Liu Qingshan;Yang Jian;Yang Ming Hsuan
6 Nonlinear Low-Rank Matrix Completion for Human Motion Recovery 期刊论文 Xia Guiyu;Sun Huaijiang;Chen Beijia;Liu Qingshan;Feng Lei;Zhang Guoqing;Hang Renlong
7 一种基于竞争与协作机制的高抗哄骗多模态身份验证方法 专利 黄增喜;王晓明
8 Improve the spoofing resistance of multimodal verification with representation-based measures 会议论文 Zengxi Huang;Zhenhua Feng;Josef Kittler;Yiguang Liu
9 Information propagation model based on hybrid social factors of opportunity, trust and motivation 期刊论文 Wan Jihong;Chen Xiaoliang;Du Yajun;Jia Mengmeng
10 Learning semantic topics for domain-adapted textual knowledge transfer 会议论文 Jie Fu;Shucheng Huang;Tianzhu Zhang;Changsheng Xu
11 Joint Pose and Expression Modeling for Facial Expression Recognition 会议论文 Feifei Zhang;Tianzhu Zhang;Qirong Mao;Changsheng Xu
12 Feature alignment and aggregation siamese networks for fast visual tracking 期刊论文 Jiaqing Fan;Huihui Song;Kaihua Zhang;Kang Yang;Qingshan Liu
13 Robust facial landmark tracking via cascade regression 期刊论文 Qingshan Liu;Jing Yang;Jiankang Deng;Kaihua Zhang
14 Geometry Guided Pose-Invariant Facial Expression Recognition 期刊论文 Zhang Feifei;Zhang Tianzhu;Mao Qirong;Xu Changsheng
15 Learning image compressed sensing with sub-pixel convolutional generative adversarial network 期刊论文 Yubao Sun;Jiwei Chen;Qingshan Liu;Guangcan Liu
16 联合姿态先验的人体精确解析双分支网络模型 期刊论文 高明达;孙玉宝;刘青山;邵晓雯
17 Deep Relative Tracking 期刊论文 Gao Junyu;Zhang Tianzhu;Yang Xiaoshan;Xu Changsheng
18 Video saliency prediction using enhanced spatiotemporal alignment network 期刊论文 Jin Chen;Huihui Song;Kaihua Zhang;Bo Liu;Qingshan Liu
19 Robust object tracking by online Fisher discrimination boosting feature selection 期刊论文 Yang Jing;Zhang Kaihua;Liu Qingshan
20 Dynamic Structure Embedded Online Multiple-Output Regression for Streaming Data 期刊论文 Li Changsheng;Wei Fan;Dong Weishan;Wang Xiangfeng;Liu Qingshan;Zhang Xin
21 脸耳多模态稀疏表示融合识别方法比较 期刊论文 黄增喜;于春;李明欣
22 条件生成对抗遥感图像时空融合 期刊论文 李昌洁;宋慧慧;张开华;张晓露;刘青山
23 基于卦限卷积神经网络的3D点云分析 期刊论文 许 翔;帅 惠;刘青山
24 一种基于颜色聚类补充学习的视频跟踪方法 专利 宋慧慧;樊佳庆;张开华;刘青山
25 一种基于岭回归的气溶胶光学厚度反演偏差纠正方法 专利 杭仁龙;葛玲玲;刘青山
26 Structural Correlation Filter for Robust Visual Tracking 会议论文 Liu Si;Zhang Tianzhu;Cao Xiaochun;Xu Changsheng
27 SMART: Joint Sampling and Regression for Visual Tracking 期刊论文 Gao Junyu;Zhang Tianzhu;Xu Changsheng
28 Efficient chi(2) Kernel Linearization via Random Feature Maps 期刊论文 Yuan Xiao Tong;Wang Zhenzhen;Deng Jiankang;Liu Qingshan
29 OFNE: a framework of opinion features regulated network embedding 期刊论文 Fei Ren;Xiaoliang Chen;Fei Hao;Yajun Du;Jianzhong Zheng
30 融合属性特征的行人重识别方法 期刊论文 邵晓雯;帅惠;刘青山
31 Abnormal Event Discovery in User Generated Photos 会议论文 Xiaoshan Yang;Tianzhu Zhang;Changsheng Xu
32 基于卷积神经网络回归模型的视觉跟踪方法、装置 专利 徐常胜;张天柱;高君宇
33 一种遥感场景分类方法 专利 刘青山;杭仁龙;葛玲玲;宋慧慧;孙玉宝
34 全局上下文注意增强二阶网络调制的目标跟踪 期刊论文 王献海;宋慧慧;张开华;刘青山
35 Low-Rank Matrix Completion in the Presence of High Coherence 期刊论文 Liu Guangcan;Li Ping
36 Three-Dimensional Attention-Based Deep Ranking Model for Video Highlight Detection 期刊论文 Jiao Yifan;Li Zhetao;Huang Shucheng;Yang Xiaoshan;Liu Bin;Zhang Tianzhu
37 一种基于异质人脸图像融合特征的人脸识别方法 专利 刘青山;孙玉宝;马强
38 Tropical Cyclone Intensity Estimation Using Two-Branch Convolutional Neural Network From Infrared and Water Vapor Images 期刊论文 Rui Zhang;Qingshan Liu;Renlong Hang
39 Recurrent reverse attention guided residual learning for saliency object detection 期刊论文 Tengpeng Li;Huihui Song;Kaihua Zhang;Qingshan Liu
40 Multi-task Correlation Particle Filter for Robust Object Tracking 会议论文 Tianzhu Zhang;Changsheng Xu;Ming-Hsuan Yang
41 一种面向视频常规评论的情感不稳定用户检测方法 专利 杜亚军;李若淼;赵飞宇
42 面向视频弹幕的用户情感差异区域检测方法和系统 专利 杜亚军;李若淼;李曦
43 Deeper cascaded peak-piloted network for weak expression recognition 期刊论文 Zhenbo Yu;Qinshan Liu;Guangcan Liu
44 Graph Regularized Nonlinear Ridge Regression for Remote Sensing Data Analysis 期刊论文 Hang Renlong;Liu Qingshan;Song Huihui;Sun Yubao;Zhu Fuping;Pei Hucheng
45 一种高光谱图像降维方法 专利 杭仁龙;周峰;刘青山
46 Learning to Model Relationships for Zero-Shot Video Classification 期刊论文 Tianzhu Zhang;Changsheng Xu;Junyu Gao
47 Multi-Target Multi-Camera Tracking with Optical-based Pose Association 期刊论文 Sisi You;Hantao Yao;Changsheng Xu
48 A Novel Entity Relation Extraction Approach Based on Micro-Blog 会议论文 Hao Zheng;YaJun Du;SiDa Wang;ChenXing L;JianBo Yang
49 Visual Tracking via Nonlocal Similarity Learning 期刊论文 Qingshan Liu;Jiaqing Fan;Huihui Song;Wei Chen;Kaihua Zhang
50 Correcting MODIS aerosol optical depth products using a ridge regression model 期刊论文 Hang Renlong;Liu Qingshan;Xia Guiyu;Song Huihui
51 Meta-Learning with Network Pruning 会议论文 Hongduan Tian;Bo Liu;Xiaotong Yuan;Qingshan Liu
52 Stacked hourglass network for robust facial landmark Localisation 会议论文 Jing Yang;Qingshan Liu;Kaihua Zhang
53 一种超图卷积网络模型及其半监督分类方法 专利 孙玉宝;徐宏伟;刘青山;陈基伟;陈逸
54 一种基于非局部正则的压缩感知网络图像重建方法 专利 孙玉宝;杨莹;陈基伟;刘青山
55 Part-based Structureed Representation Learning for person Re-identification 会议论文 Yaoyu Li;Hantao Yao;Tianzhu Zhang;Changsheng Xu
56 Robust pedestrian detection for semi-automatic construction of a crowded person re-identification dataset 会议论文 Zengxi Huang;ZhenHua Feng;Fei Yan;Josef Kittler;XiaoJun Wu
57 Hypergraph Embedding for Spatial-Spectral Joint Feature Extraction in Hyperspectral Images 期刊论文 Sun Yubao;Wang Sujuan;Liu Qingshan;Hang Renlong;Liu Guangcan
58 Text2Video: An End-to-end Learning Framework for Expressing Text With Videos 期刊论文 Yang Xiaoshan;Zhang Tianzhu;Xu Changsheng
59 Phase Space Reconstruction Driven Spatio-Temporal Feature Learning for Dynamic Facial Expression Recognition 期刊论文 Shanmin Wang;Hui Shuai;Qingshan Liu
60 关键点深度特征驱动人脸表情识别 期刊论文 王善敏;帅惠;刘青山
61 Spatial-Spectral Locality-Constrained Low-Rank Representation with Semi-Supervised Hypergraph Learning for Hyperspectral Image Classification 期刊论文 Qingshan Liu;Yubao Sun;Renlong Hang;Huihui Song
62 Comparing the Performance of Neural Network and Deep Convolutional Neural Network in Estimating Soil Moisture from Satellite Observations 期刊论文 Lingling Ge;Renlong Hang;Yi Liu;Qingshan Liu
63 基于多任务相关粒子滤波的视觉跟踪方法、装置 专利 张天柱;徐常胜
64 基于相关粒子滤波的视觉跟踪方法及装置 专利 张天柱;徐常胜
65 Cascaded Recurrent Neural Networks for Hyperspectral Image Classification 期刊论文 Renlong Hang;Qingshan Liu;Danfeng Hong;Pedram Ghamisi
66 Multi-Modal Event Topic Model for Social Event Analysis 期刊论文 Qian Shengsheng;Zhang Tianzhu;Xu Changsheng;Shao Jie
67 Reversed Spectral Hashing 期刊论文 Liu Qingshan;Liu Guangcan;Li Lai;Yuan Xiao Tong;Wang Meng;Liu Wei
68 Learning Memory Augmented Cascading Network for Compressed Sensing of Images 会议论文 Jiwei Chen;Yubao Sun;Qingshan Liu;Rui Huang
69 Fast subspace segmentation via Random Sample Probing 期刊论文 Yang Li;Yubao Sun;Qingshan Liu;Shengyong Chen
70 反馈学习高斯表观网络的视频目标分割 期刊论文 王龙;宋慧慧;张开华;刘青山
71 Multi-Level Correlation Adversarial Hashing for Cross-Modal Retrieval 期刊论文 Xinhong Ma;Tianzhu Zhang;Changsheng Xu
72 Integrating Convolutional Neural Network and Gated Recurrent Unit for Hyperspectral Image Spectral-Spatial Classification 会议论文 Feng Zhou;Renlong Hang;Qingshan Liu;Xiaotong Yuan
73 Dual Sparse Constrained Cascade Regression for Robust Face Alignment 期刊论文 Qingshan Liu;Jiankang Deng;Dacheng Tao
74 Joint Active Learning with Feature Selection via CUR Matrix Decomposition 期刊论文 Li Changsheng;Wang Xiangfeng;Dong Weishan;Yan Junchi;Liu Qingshan;Zha Hongyuan
75 PEN: Pose-Embedding Network for Pedestrian Detection 期刊论文 Yifan Jiao;Hantao Yao;Changsheng Xu
76 Online Multi-modal Multi-expert Learning for Social Event Tracking 期刊论文 Shengsheng Qian;Tianzhu Zhang;Changsheng Xu
77 一种基于生成对抗网络的压缩感知图像重建方法及系统 专利 孙玉宝;陈基伟;刘青山;徐宏伟
78 Semantic Feature Mining for Video Event Understanding 期刊论文 Yang Xiaoshan;Zhang Tianzhu;Xu Changsheng
79 Joint Person Objectness and Repulsion for Person Search 期刊论文 Hantao Yao;Changsheng Xu
80 Flow driven attention network for video salient object detection 期刊论文 Feng Zhou;Hui Shuai;Qingshan Liu;Guodong Guo
81 Learning Non-locally Regularized Compressed Sensing Network with Half-quadratic Splitting 期刊论文 Yubao Sun;Ying Yang;Qingshan Liu;Jiwei Chen;Xiao-Tong Yuan;Guodong Guo
82 Adaptive Cascade Regression Model for Robust Face Alignment 期刊论文 Liu Qingshan;Deng Jiankang;Yang Jing;Liu Guangcan;Tao Dacheng
83 Blessing of Dimensionality: Recovering Mixture Data via Dictionary Pursuit 期刊论文 Liu Guangcan;Liu Qingshan;Li Ping
84 Emotion Knowledge Driven Video Highlight Detection 期刊论文 Fan Qi;Xiaoshan Yang;Changsheng Xu
85 Unsupervised Video Summarization via Relation-aware Assignment Learning 期刊论文 Junyu Gao;Xiaoshan Yang;Yingying Zhang;Changsheng Xu
86 视觉信息的表示学习理论与方法 奖励 杨健;杨猛;张开华;徐勇;张磊
87 一种面向密集人群的深度行人检测方法 专利 黄增喜;王晓明;杜亚军;于春
88 全局注意力门控残差记忆网络的图像超分重建 期刊论文 王静;宋慧慧;张开华;刘青山
89 Cross-Domain Collaborative Learning via Discriminative Non-parametric Bayesian Model 期刊论文 Xiaoshan Yang;Tianzhu Zhang;Changsheng Xu
90 P2T: Part-to-Target Tracking via Deep Regression Learning 期刊论文 Gao Junyu;Zhang Tianzhu;Yang Xiaoshan;Xu Changsheng
91 Robust Subspace Clustering With Compressed Data 期刊论文 Liu Guangcan;Zhang Zhao;Liu Qingshan;Xiong Hongkai
92 一种基于并行注意力相关滤波的视频目标跟踪方法 专利 宋慧慧;樊佳庆;张开华;刘青山
93 Deep Relative Attributes 期刊论文 Xiaoshan Yang;Tianzhu Zhang;Changsheng Xu;Shuicheng Yan;Shamim Hossain
94 一种基于标签约束弹性网图模型的高光谱图像分类方法 专利 孙玉宝;陈逸;刘青山;陈基伟
95 基于L0约束的稀疏子空间聚类 期刊论文 帅惠;袁晓彤;刘青山
96 Learning Coarse-to-Fine Graph Neural Networks for Video-Text Retrieva 期刊论文 Wei Wang;Junyu Gao;Xiaoshan Yang;Changsheng Xu
97 Parallel Attentive Correlation Tracking 期刊论文 Kaihua Zhang;Jiaqing Fan;Qingshan Liu;Jian Yang;Wei Lian
98 一种红外云图气旋分析方法及分析系统 专利 刘青山;张芮;杭仁龙
99 Structure regularized sparse coding for data representation 期刊论文 Xiaoming Wang;Shitong Wang;Zengxi Huang;Yajun Du
100 Dual Iterative Hard Thresholding 期刊论文 Xiaotong Yuan;Bo Liu;Lezi Wang;Qingshan Liu
101 Dual-Path Attention Network for Compressed Sensing Image Reconstruction 期刊论文 Yubao Sun;Jiwei Chen;Qingshan Liu;Bo Liu;Guodong Guo
102 CNN-based near-real-time precipitation estimation from Fengyun-2 satellite over Xinjiang, China 期刊论文 Mei Xue;Renlong Hang;Qingshan Liu;Xiao-Tong Yuan;Xinyu Lu
103 Distributed Inexact Newton-type Pursuit for Non-convex Sparse Learning 会议论文 Bo Liu;Xiaotong Yuan;Lezi Wang;Qingshan Liu;Junzhou Huang
104 Cascaded Regional Spatio-Temporal Feature-Routing Networks for Video Object Detection 期刊论文 Shuai Hui;Liu Qingshan;Zhang Kaihua;Yang Jing;Deng Jiankang
105 Pyramid Fully Convolutional Network for Hyperspectral and Multispectral Image Fusion 期刊论文 Zhou Feng;Hang Renlong;Liu Qingshan;Yuan Xiaotong
106 Learning Multiscale Deep Features for High-Resolution Satellite Image Scene Classification 期刊论文 Liu Qingshan;Hang Renlong;Song Huihui;Li Zhi
107 一种双重注意力机制的遥感目标检测方法 专利 杨雨泽;杭仁龙;刘青山
108 一种基于时空卷积特征的表情分类方法 专利 刘青山;郁振波;刘光灿
109 Low-rank weighted co-saliency detection via efficient manifold ranking 期刊论文 Tengpeng Li;Huihui Song;Kaihua Zhang;Qingshan Liu;Wei Lian
110 高维复杂数据的低秩模型理论与方法 奖励 林宙辰;刘光灿;尹明;俞勇
111 Correlation Particle Filter for Visual Tracking 期刊论文 Tianzhu Zhang;Bin Liu;Changsheng Xu;Si Liu;Ming-Hsuan Yang
112 一种卫星图像分割方法 专利 杭仁龙;周峰;刘青山
113 Extracting Deep Personae Social Relations in Microblog Posts 期刊论文 Du Yajun;Su Fanghong;Yang Anzheng;Li Xianyong;Fan Yongquan
114 Robust Visual Tracking via Convolutional Networks Without Training 期刊论文 Zhang Kaihua;Liu Qingshan;Wu Yi;Yang Ming Hsuan
115 Minimum class variance multiple kernel learning 期刊论文 Xiaoming Wang;Shitong Wang;Yajun Du;Zengxi Huang
116 Robust visual tracking via patch based kernel correlation filters with adaptive multiple feature ensemble 期刊论文 Chen Wei;Zhang Kaihua;Liu Qingshan
117 Learning light weight Multi-Scale Feedback Residual network for single image super-resolution 期刊论文 Wenjie Xu;Huihui Song;Kaihua Zhang;Qingshan Liu;Jia Liu
118 高效目标跟踪理论与方法 奖励 张开华;刘青山
119 一种基于高置信度更新补充学习的跟踪算法 专利 宋慧慧;樊佳庆;张开华;范蓉蓉
120 Ranking webpages using a path trust knowledge graph 期刊论文 YaJun Du;ChenXing Li;Qiang Hu;XiaoLei Li;XiaoLiang Chen
121 一种基于空谱局部性低秩超图学习的高光谱图像分类方法 专利 刘青山;孙玉宝;杭仁龙;王素娟
122 Detecting community structure and structural hole spanner simultaneously by using graph convolutional network based Auto-Encoder 期刊论文 JiaXing Luo;YaJun Du
123 Adaptive Compressive Tracking via Online Vector Boosting Feature Selection 期刊论文 Liu Qingshan;Yang Jing;Zhang Kaihua;Wu Yi
124 CI-GNN: Building a Category-Instance Graph for Zero-Shot Video Classification 期刊论文 Junyu Gao;Changsheng Xu
125 Hyperspectral image classification using spectral-spatial LSTMs 期刊论文 Zhou Feng;Hang Renlong;Liu Qingshan;Yuan Xiaotong
126 Dual Temporal Memory Network for Efficient Video Object Segmentation 会议论文 Kaihua Zhang;Long Wang;Dong Liu;Bo Liu;Qingshan Liu;Zhu Li
127 视频动态推荐装置 专利 徐常胜;张天柱;高君宇
128 Retrieving Soil Moisture Over Continental U.S. via Multi-View Multi-Task Learning 期刊论文 Lingling Ge;Renlong Hang;Qingshan Liu
129 Spatiotemporal Satellite Image Fusion Using Deep Convolutional Neural Networks 期刊论文 Song Huihui;Liu Qingshan;Wang Guojie;Hang Renlong;Huang Bo
130 A Unified Deep Model for Joint Facial Expression Recognition, Face Synthesis, and Face Alignment 期刊论文 Zhang Feifei;Zhang Tianzhu;Mao Qirong;Xu Changsheng
131 Learning residual refinement network with semantic context representation for real-time saliency object detection 期刊论文 Li Tengpeng;Huihui Song;Kaihua Zhang;Qingshan Liu
132 一种基于部件的人脸编辑与美化方法 专利 刘青山;蔡珍妮
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