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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：127/1  |  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：132/0  |  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  
Classification of Pneumonia Images Based on Improved VGG19 Convolutional Neural Network (Invited) 期刊论文
Guangzi Xuebao/Acta Photonica Sinica, 2021, 卷号: 50, 期号: 10
作者:  Xiong, Feng;  He, Di;  Liu, Yujie;  Qi, Meijie;  Gao, Peng;  Zhang, Zhoufeng;  Liu, Lixin
Adobe PDF(2510Kb)  |  收藏  |  浏览/下载：185/0  |  提交时间：2021/12/13
Pneumonia image classification  Convolution neural network  Deep learning  VGG19  Support vector machine  eXtreme Gradient Boosting  
Infrared and visible image fusion based on edge-preserving guided filter and infrared feature decomposition 期刊论文
Signal Processing, 2021, 卷号: 186
作者:  Ren, Long;  Pan, Zhibin;  Cao, Jianzhong;  Zhang, Hui;  Wang, Hao
Adobe PDF(5702Kb)  |  收藏  |  浏览/下载：202/3  |  提交时间：2021/05/07
Image fusion  Edge-preserving guided filter  Feature decomposition  ADMM image optimization  
Bio-Inspired Representation Learning for Visual Attention Prediction 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 卷号: 51, 期号: 7, 页码: 3562-3575
作者:  Yuan, Yuan;  Ning, Hailong;  Lu, Xiaoqiang
Adobe PDF(2877Kb)  |  收藏  |  浏览/下载：155/0  |  提交时间：2021/07/12
Bio-inspired  center-bias prior  contrast features  densely connected  reduction-attention  semantic features  visual attention prediction (VAP)  
Optical System for the Transit Spectral Observation of Exoplanet-Atmosphere Characteristics 期刊论文
APPLIED SCIENCES-BASEL, 2021, 卷号: 11, 期号: 12
作者:  Wang, Fang;  Fan, Xuewu;  Wang, Hu;  Pan, Yue;  Shen, Yang;  Lu, Xiaoyun;  Du, Xingqian;  Lin, Shangmin
Adobe PDF(9152Kb)  |  收藏  |  浏览/下载：157/1  |  提交时间：2021/07/12
exoplanet atmosphere  transit  optical system  spectrometer  index demonstration  optical design  
Remote Sensing Image Generation From Audio 期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2021, 卷号: 18, 期号: 6, 页码: 994-998
作者:  Zheng, Zhiyuan;  Chen, Jun;  Zheng, Xiangtao;  Lu, Xiaoqiang
Adobe PDF(2017Kb)  |  收藏  |  浏览/下载：137/0  |  提交时间：2021/06/21
Remote sensing  Semantics  Feature extraction  Gallium nitride  Neural networks  Sensors  Mel frequency cepstral coefficient  Cross-modal  generation  reranking  
Infrared and visible image fusion based on weighted variance guided filter and image contrast enhancement 期刊论文
Infrared Physics and Technology, 2021, 卷号: 114
作者:  Ren, Long;  Pan, Zhibin;  Cao, Jianzhong;  Liao, Jiawen;  Wang, Yang
Adobe PDF(18989Kb)  |  收藏  |  浏览/下载：164/3  |  提交时间：2021/03/24
Improved guided filter  Two-scale image decomposition  Contrast enhancementImage fusion  
Hyperspectral image super-resolution with self-supervised spectral-spatial residual network 期刊论文
Remote Sensing, 2021, 卷号: 13, 期号: 7
作者:  Chen, Wenjing;  Zheng, Xiangtao;  Lu, Xiaoqiang
Adobe PDF(2974Kb)  |  收藏  |  浏览/下载：174/0  |  提交时间：2021/04/21
hyperspectral image super-resolution  data fusion  spectral-spatial residual network  multispectral image  self-supervised training  
Distribution equalization learning mechanism for road crack detection 期刊论文
Neurocomputing, 2021, 卷号: 424, 页码: 193-204
作者:  Fang, Jie;  Qu, Bo;  Yuan, Yuan
Adobe PDF(2391Kb)  |  收藏  |  浏览/下载：173/0  |  提交时间：2021/01/18
Road crack detection  Salient object detection  Imbalanced sample  Ill conditioned classifier