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Deep Self-Evolution Clustering 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2020, 卷号: 42, 期号: 4, 页码: 809-823
Authors:  Chang, Jianlong;  Meng, Gaofeng;  Wang, Lingfeng;  Xiang, Shiming;  Pan, Chunhong
View  |  Adobe PDF(4817Kb)  |  Favorite  |  View/Download：36/4  |  Submit date：2020/06/02
Task analysis  Unsupervised learning  Training  Clustering methods  Pattern analysis  Clustering  deep self-evolution clustering  self-evolution clustering training  deep unsupervised learning  
Local-Aggregation Graph Networks 期刊论文
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020, 卷号: 42, 期号: 11, 页码: 2874-2886
Authors:  Jianlong Chang;  Lingfeng Wang;  Gaofeng Meng;  Shiming Xiang;  Chunhong Pan
View  |  Adobe PDF(3090Kb)  |  Favorite  |  View/Download：4/0  |  Submit date：2020/10/20
Local-aggregation function  local-aggregation graph neural network  non-Euclidean structured signal  
Deep Hierarchical Encoder-Decoder Network for Image Captioning 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2019, 卷号: 21, 期号: 11, 页码: 2942-2956
Authors:  Xiao, Xinyu;  Wang, Lingfeng;  Ding, Kun;  Xiang, Shiming;  Pan, Chunhong
Favorite  |  View/Download：46/0  |  Submit date：2020/03/30
Visualization  Semantics  Hidden Markov models  Decoding  Logic gates  Training  Computer architecture  Deep hierarchical structure  encoder-decoder  LSTM  image captioning  retrieval  vision-sentence  
Weakly Semantic Guided Action Recognition 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2019, 卷号: 21, 期号: 10, 页码: 2504-2517
Authors:  Yu, Tingzhao;  Wang, Lingfeng;  Da, Cheng;  Gu, Huxiang;  Xiang, Shiming;  Pan, Chunhong
View  |  Adobe PDF(18774Kb)  |  Favorite  |  View/Download：130/38  |  Submit date：2019/05/15
Semantic guided module  action recognition  cross domain  3D convolution  attention model  
Visual object tracking via a manifold regularized discriminative dual dictionary model 期刊论文
PATTERN RECOGNITION, 2019, 卷号: 91, 页码: 272-280
Authors:  Wang, Lingfeng;  Pan, Chunhong
Favorite  |  View/Download：47/0  |  Submit date：2019/07/11
Visual tracking  Dictionary learning  Dual dictionary  Manifold regularization  
Dense semantic embedding network for image captioning 期刊论文
PATTERN RECOGNITION, 2019, 卷号: 90, 页码: 285-296
Authors:  Xiao, Xinyu;  Wang, Lingfeng;  Ding, Kun;  Xiang, Shiming;  Pan, Chunhong
Favorite  |  View/Download：82/0  |  Submit date：2019/04/23
Image captioning  Retrieval  High-level semantic information  Visual concept  Densely embedding  Long short-term memory  
Pseudo low rank video representation 期刊论文
PATTERN RECOGNITION, 2019, 卷号: 85, 期号: 1, 页码: 50-59
Authors:  Yu, Tingzhao;  Wang, Lingfeng;  Guo, Chaoxu;  Gu, Huxiang;  Xiang, Shiming;  Pan, Chunhong
View  |  Adobe PDF(1456Kb)  |  Favorite  |  View/Download：140/51  |  Submit date：2019/01/08
Pseudo low rank  Data driven  Low resolution  Action recognition  
Semantic labeling in very high resolution images via a self-cascaded convolutional neural network 期刊论文
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2018, 卷号: 145, 期号: 1, 页码: 78-95
Authors:  Liu, Yongcheng;  Fan, Bin;  Wang, Lingfeng;  Bai, Jun;  Xiang, Shiming;  Pan, Chunhong
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Semantic labeling  Convolutional neural networks (CNNs)  Multi-scale contexts  End-to-end  
Joint spatial-temporal attention for action recognition 期刊论文
PATTERN RECOGNITION LETTERS, 2018, 卷号: 112, 页码: 226-233
Authors:  Yu, Tingzhao;  Guo, Chaoxu;  Wang, Lingfeng;  Gu, Huxiang;  Xiang, Shiming;  Pan, Chunhong
Favorite  |  View/Download：37/0  |  Submit date：2019/12/16
Action Recognition  Spatial-temporal Attention  Two-stage  
Deep generative video prediction 期刊论文
PATTERN RECOGNITION LETTERS, 2018, 卷号: 110, 期号: 1, 页码: 58-65
Authors:  Yu, Tingzhao;  Wang, Lingfeng;  Gu, Huxiang;  Xiang, Shiming;  Pan, Chunhong
View  |  Adobe PDF(2082Kb)  |  Favorite  |  View/Download：149/32  |  Submit date：2018/10/10
Video Prediction  Two Stream  Adversarial Training  Convlstm