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Performance Assessment of Four Data-Driven Machine Learning Models: A Case to Generate Sentinel-2 Albedo at 10 Meters 期刊论文
REMOTE SENSING, 2023, 卷号: 15, 期号: 10
作者:  Chen, Hao;  Lin, Xingwen;  Sun, Yibo;  Wen, Jianguang;  Wu, Xiaodan;  You, Dongqin;  Cheng, Juan;  Zhang, Zhenzhen;  Zhang, Zhaoyang;  Wu, Chaofan;  Zhang, Fei;  Yin, Kechen;  Jian, Huaxue;  Guan, Xinyu
Adobe PDF(13289Kb)  |  收藏  |  浏览/下载：43/0  |  提交时间：2023/07/03
Sentinel-2  albedo  data-driven machine learning algorithms  remote sensing  
Retrieval of Water Quality Parameters Based on Near-Surface Remote Sensing and Machine Learning Algorithm 期刊论文
REMOTE SENSING, 2022, 卷号: 14, 期号: 21
作者:  Zhao, Yubo;  Yu, Tao;  Hu, Bingliang;  Zhang, Zhoufeng;  Liu, Yuyang;  Liu, Xiao;  Liu, Hong;  Liu, Jiacheng;  Wang, Xueji;  Song, Shuyao
Adobe PDF(6255Kb)  |  收藏  |  浏览/下载：93/0  |  提交时间：2022/12/02
water quality monitoring  near-surface remote sensing  machine learning algorithm  ensemble learning model  
Staging of Skin Cancer Based on Hyperspectral Microscopic Imaging and Machine Learning 期刊论文
BIOSENSORS-BASEL, 2022, 卷号: 12, 期号: 10
作者:  Liu, Lixin;  Qi, Meijie;  Li, Yanru;  Liu, Yujie;  Liu, Xing;  Zhang, Zhoufeng;  Qu, Junle
Adobe PDF(2884Kb)  |  收藏  |  浏览/下载：95/0  |  提交时间：2022/11/11
hyperspectral microscopic imaging technology  machine learning  skin cancer  cancer classification  staging identification  
Cross-Domain Scene Classification by Integrating Multiple Incomplete Sources 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2021, 卷号: 59, 期号: 12, 页码: 10035-10046
作者:  Gong, Tengfei;  Zheng, Xiangtao;  Lu, Xiaoqiang
Adobe PDF(4091Kb)  |  收藏  |  浏览/下载：120/1  |  提交时间：2021/12/10
Feature extraction  Optics  Distributed databases  Adversarial machine learning  Technological innovation  Sensors  Remote sensing  Cross-domain scene classification  incomplete source  multisource domain adaptation  unknown categories  
Deep Category-Level and Regularized Hashing With Global Semantic Similarity Learning 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 卷号: 51, 期号: 12, 页码: 6240-6252
作者:  Chen, Yaxiong;  Lu, Xiaoqiang
Adobe PDF(2358Kb)  |  收藏  |  浏览/下载：127/0  |  提交时间：2022/01/26
Semantics  Binary codes  Image retrieval  Force  Machine learning  Cybernetics  Benchmark testing  Category-level semantics  deep feature similarity  deep hashing  image retrieval  
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：172/0  |  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  
Prediction of end-of-season tuber yield and tuber set in potatoes using in-season uav-based hyperspectral imagery and machine learning 期刊论文
Sensors (Switzerland), 2020, 卷号: 20, 期号: 18, 页码: 1-13
作者:  Sun, Chen;  Feng, Luwei;  Zhang, Zhou;  Ma, Yuchi;  Crosby, Trevor;  Naber, Mack;  Wang, Yi
Adobe PDF(2706Kb)  |  收藏  |  浏览/下载：142/0  |  提交时间：2020/10/26
hyperspectral imaging  machine learning  tuber yield  tuber set  unmanned aerial vehicles  
Person Reidentification Based on Elastic Projections 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 4, 页码: 1314-1327
作者:  Li, Xuelong;  Liu, Lina;  Lu, Xiaoqiang;  Li, XL (reprint author), Chinese Acad Sci, Inst Opt & Precis Mech, Ctr OPTical IMagery Anal & Learning OPTIMAL, State Key Lab Transient Opt & Photon, Xian 710119, Shaanxi, Peoples R China.
Adobe PDF(2236Kb)  |  收藏  |  浏览/下载：253/2  |  提交时间：2018/04/11
Machine Learning  Person Reidentification  Representative And Discriminative  Video Surveillance  
Leveraging Spatial Context Disparity for Power Line Detection 期刊论文
COGNITIVE COMPUTATION, 2017, 卷号: 9, 期号: 6, 页码: 766-779
作者:  Pan, Chaofeng;  Shan, Haotian;  Cao, Xianbin;  Li, Xuelong;  Wu, Dapeng;  Cao, Xianbin (xbcao@buaa.edu.cn)
Adobe PDF(1815Kb)  |  收藏  |  浏览/下载：229/0  |  提交时间：2017/09/08
Auxiliaries  Spatial Context Disparity  Power Line Detection  Context Information  Machine Learning  
Latent semantic concept regularized model for blind image deconvolution 期刊论文
NEUROCOMPUTING, 2017, 卷号: 257, 页码: 206-213
作者:  Ye, Renzhen;  Li, Xuelong;  Ye, RZ (reprint author), Chinese Acad Sci, Xian Inst Opt & Precis Mech, State Key Lab Transient Opt & Photon, Ctr OPT IMagery Anal & Learning OPTIMAL, Xian 710119, Shaanxi, Peoples R China.
Adobe PDF(2791Kb)  |  收藏  |  浏览/下载：190/1  |  提交时间：2017/07/21
Machine Learning  Blind Deconvolution  Latent Semantic Learning  Matrix Factorization  Manifold Regularized