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Unsupervised learning of human action categories in still images with deep representations 期刊论文
ACM Transactions on Multimedia Computing, Communications and Applications, 2019, 卷号: 15, 期号: 4
作者:  Zheng, Yunpeng;  Li, Xuelong;  Lu, Xiaoqiang
Adobe PDF(23484Kb)  |  收藏  |  浏览/下载：206/2  |  提交时间：2020/01/17
Action categorization  unsupervised learning  deep representations  
Dimensionality Reduction Based on PARAFAC Model 期刊论文
JOURNAL OF IMAGING SCIENCE AND TECHNOLOGY, 2019, 卷号: 63, 期号: 6
作者:  Yan, Ronghua;  Peng, Jinye;  Ma, Dongmei
Adobe PDF(2868Kb)  |  收藏  |  浏览/下载：191/1  |  提交时间：2020/03/02
From Deterministic to Generative: Multimodal Stochastic RNNs for Video Captioning 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 期号: 10, 页码: 3047-3058
作者:  Song, Jingkuan;  Guo, Yuyu;  Gao, Lianli;  Li, Xuelong;  Hanjalic, Alan;  Shen, Heng Tao
Adobe PDF(3046Kb)  |  收藏  |  浏览/下载：202/0  |  提交时间：2019/10/11
Recurrent neural network (RNN)  uncertainty  video captioning  
Robust Space-Frequency Joint Representation for Remote Sensing Image Scene Classification 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2019, 卷号: 57, 期号: 10, 页码: 7492-7502
作者:  Fang, Jie;  Yuan, Yuan;  Lu, Xiaoqiang;  Feng, Yachuang
Adobe PDF(5771Kb)  |  收藏  |  浏览/下载：227/1  |  提交时间：2019/11/01
Frequency domain  joint representation  remote sensing image classification  robust  space domain  
A Feature Aggregation Convolutional Neural Network for Remote Sensing Scene Classification 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2019, 卷号: 57, 期号: 10, 页码: 7894-7906
作者:  Lu, Xiaoqiang;  Sun, Hao;  Zheng, Xiangtao
Adobe PDF(6634Kb)  |  收藏  |  浏览/下载：235/5  |  提交时间：2019/11/01
Feature aggregation  remote sensing image  scene classification  
Detection of ships in inland river using high-resolution optical satellite imagery based on mixture of deformable part models 期刊论文
Journal of Parallel and Distributed Computing, 2019, 卷号: 132, 页码: 1-7
作者:  Song, Pengfei;  Qi, Lei;  Qian, Xueming;  Lu, Xiaoqiang
Adobe PDF(3011Kb)  |  收藏  |  浏览/下载：180/1  |  提交时间：2019/07/08
Inland river  Ship detection  Optical satellite imagery  Deformable part model  
Identification and analysis of vulnerable populations for malaria based on K-prototypes clustering 期刊论文
ENVIRONMENTAL RESEARCH, 2019, 卷号: 176
作者:  Li, Chenlu;  Wu, Xiaoxu;  Cheng, Xiao;  Fan, Cheng;  Li, Zhixin;  Fang, Hui;  Shi, Chunming
Adobe PDF(1489Kb)  |  收藏  |  浏览/下载：175/0  |  提交时间：2019/09/24
Malaria  K-prototypes clustering  Vulnerable populations  Yunnan  
Hierarchical and Robust Convolutional Neural Network for Very High-Resolution Remote Sensing Object Detection 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2019, 卷号: 57, 期号: 8, 页码: 5535-5548
作者:  Zhang, Yuanlin;  Yuan, Yuan;  Feng, Yachuang;  Lu, Xiaoqiang
Adobe PDF(11192Kb)  |  收藏  |  浏览/下载：349/3  |  提交时间：2019/08/13
Convolutional neural networks (CNNs)  hierarchical robust CNN (HRCNN)  hierarchical spatial semantic (HSS)  object detection  remote sensing images (RSIs)  rotation and scaling robust enhancement (RSRE)  
Does being multi-headed make you better at solving problems? A survey of Physarum-based models and computations 期刊论文
PHYSICS OF LIFE REVIEWS, 2019, 卷号: 29, 页码: 1-26
作者:  Gao, Chao;  Liu, Chen;  Schenz, Daniel;  Li, Xuelong;  Zhang, Zili;  Jusup, Marko;  Wang, Zhen;  Beekman, Madeleine;  Nakagaki, Toshiyuki
Adobe PDF(4064Kb)  |  收藏  |  浏览/下载：175/0  |  提交时间：2019/09/24
Modelling and computation  Bio-inspired computing  Physarum polycephalum  Intelligent behaviour  Complex problem solving  
A Deep Scene Representation for Aerial Scene Classification 期刊论文
IEEE Transactions on Geoscience and Remote Sensing, 2019, 卷号: 57, 期号: 7, 页码: 4799-4809
作者:  Zheng, Xiangtao;  Yuan, Yuan;  Lu, Xiaoqiang
Adobe PDF(3061Kb)  |  收藏  |  浏览/下载：215/3  |  提交时间：2019/07/17
Aerial scene classification  convolutional neural networks (CNNs)  Fisher vector (FV)  multiscale representation