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Attribute-Cooperated Convolutional Neural Network for Remote Sensing Image Classification 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2020, 卷号: 58, 期号: 12, 页码: 8358-8371
作者:  Zhang, Yuanlin;  Zheng, Xiangtao;  Yuan, Yuan;  Lu, Xiaoqiang
Adobe PDF(5153Kb)  |  收藏  |  浏览/下载：155/0  |  提交时间：2020/12/21
Feature extraction  Task analysis  Convolutional neural networks  Remote sensing  Visualization  Semantics  Manuals  Attribute learning  convolutional neural networks (CNNs)  relationship learning  remote sensing image (RSI) classification  
Nonlocal Graph Convolutional Networks for Hyperspectral Image Classification 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2020, 卷号: 58, 期号: 12, 页码: 8246-8257
作者:  Mou, Lichao;  Lu, Xiaoqiang;  Li, Xuelong;  Zhu, Xiao Xiang
Adobe PDF(10395Kb)  |  收藏  |  浏览/下载：220/0  |  提交时间：2020/12/21
Hyperspectral imaging  Convolution  Task analysis  Recurrent neural networks  Semisupervised learning  Support vector machines  Graph convolutional network (GCN)  hyperspectral image classification  nonlocal graph  semisupervised learning  
Spatial attention based visual semantic learning for action recognition in still images 期刊论文
NEUROCOMPUTING, 2020, 卷号: 413, 页码: 383-396
作者:  Zheng, Yunpeng;  Zheng, Xiangtao;  Lu, Xiaoqiang;  Wu, Siyuan
Adobe PDF(5211Kb)  |  收藏  |  浏览/下载：171/1  |  提交时间：2020/11/09
Still image-based action recognition  Spatial attention  Semantic parts  Deep learning  
Hyperspectral deep convolution anomaly detection based on weight adjustment strategy 期刊论文
Applied Optics, 2020, 卷号: 59, 期号: 31, 页码: 9633-9642
作者:  Chong, Dan;  Hu, Bingliang;  Gao, Xiaohui;  Gao, Hao;  Xia, Pu;  Wu, Yinhua
Adobe PDF(2184Kb)  |  收藏  |  浏览/下载：148/4  |  提交时间：2020/12/01
Real-time long-term tracker with tracking–verification–detection–refinement 期刊论文
Journal of Visual Communication and Image Representation, 2020, 卷号: 72
作者:  Liao, Jiawen;  Qi, Chun;  Cao, Jianzhong;  Ren, Long;  Zhang, Gaopeng
Adobe PDF(4450Kb)  |  收藏  |  浏览/下载：159/4  |  提交时间：2020/10/23
Correlation filter  Occlusion  Long-term  Detector  Real-time  
Property-Constrained Dual Learning for Video Summarization 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 10, 页码: 3989-4000
作者:  Zhao, Bin;  Li, Xuelong;  Lu, Xiaoqiang
Adobe PDF(2537Kb)  |  收藏  |  浏览/下载：173/0  |  提交时间：2020/11/02
Generators  Task analysis  Recurrent neural networks  Machine learning  Training  Semantics  Learning systems  Dual learning  property model  recurrent neural network (RNN)  video summarization  
Visual Tracking Via Temporally-Regularized Context-Aware Correlation Filters 会议论文
2020 IEEE International Conference on Image Processing, ICIP 2020 - Proceedings, Virtual, Abu Dhabi, United arab emirates, 2020-09-25
作者:  Liao, Jiawen;  Qi, Chun;  Cao, Jianzhong;  Bian, He
Adobe PDF(277Kb)  |  收藏  |  浏览/下载：125/1  |  提交时间：2021/01/20
Correlation filter  Real-time  Context  tracking  ADMM  
Channel-Grouping Based Patch Swap for Arbitrary Style Transfer 会议论文
2020 IEEE International Conference on Image Processing, ICIP 2020 - Proceedings, Virtual, Abu Dhabi, United arab emirates, 2020-09-25
作者:  Zhu, Yan;  Niu, Yi;  Li, Fu;  Zou, Chunbo;  Shi, Guangming
Adobe PDF(971Kb)  |  收藏  |  浏览/下载：127/0  |  提交时间：2021/01/20
Arbitrary style transfer  patch-matching  channel grouping  texture synthesis  
Deep Cross-Modal ImageVoice Retrieval in Remote Sensing 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2020, 卷号: 58, 期号: 10, 页码: 7049-7061
作者:  Chen, Yaxiong;  Lu, Xiaoqiang;  Wang, Shuai
Adobe PDF(3711Kb)  |  收藏  |  浏览/下载：155/1  |  提交时间：2020/10/30
Remote sensing  Convolution  Quantization (signal)  Image retrieval  Deep learning  Convolutional codes  Hamming distance  Cross-modal remote sensing image-voice retrieval  deep features' similarity  deep hash codes  quantization error  
Binary amplitude-only image reconstruction through a MMF based on an AE-SNN combined deep learning model 期刊论文
Optics Express, 2020, 卷号: 28, 期号: 20, 页码: 30048-30062
作者:  Chen, Hui;  He, Zhengquan;  Zhang, Zaikun;  Geng, Yi;  Yu, Weixing
Adobe PDF(1930Kb)  |  收藏  |  浏览/下载：187/3  |  提交时间：2020/11/03