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Joint Diagnostic Method of Tumor Tissue Based on Hyperspectral Spectral-Spatial Transfer Features 期刊论文
DIAGNOSTICS, 2023, 卷号: 13, 期号: 12
作者:  Du, Jian;  Tao, Chenglong;  Xue, Shuang;  Zhang, Zhoufeng
Adobe PDF(83446Kb)  |  收藏  |  浏览/下载：87/0  |  提交时间：2023/07/17
hyperspectral imaging  spectral-spatial transfer feature  deep learning  tumor tissue  joint diagnosis  
A Restricted Embedding Transfer Model for Hyperspectral Anomaly Detection 会议论文
2023 4th International Conference on Big Data and Artificial Intelligence and Software Engineering, ICBASE 2023, Hybrid, Nanjing, China, 2023-08-25
作者:  Shi, Chenliang;  Qiu, Shi
Adobe PDF(5842Kb)  |  收藏  |  浏览/下载：85/0  |  提交时间：2023/12/28
image processing  anomaly detection  hyperspectral image  deep learning  transfer learning  semi supervised learning  
High-throughput fast full-color digital pathology based on Fourier ptychographic microscopy via color transfer 期刊论文
SCIENCE CHINA-PHYSICS MECHANICS & ASTRONOMY, 2021, 卷号: 64, 期号: 11
作者:  Gao, YT;  Chen, JR;  Wang, AY;  Pan, A;  Ma, CW;  Yao, BL
Adobe PDF(2488Kb)  |  收藏  |  浏览/下载：248/2  |  提交时间：2021/09/02
computational imaging  Fourier ptychographic microscopy  digital pathology  high throughput  transfer learning  42.30.-d  42.25.Fx  42.30.Rx  
A Novel Negative-Transfer-Resistant Fuzzy Clustering Model With a Shared Cross-Domain Transfer Latent Space and its Application to Brain CT Image Segmentation 期刊论文
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2021, 卷号: 18, 期号: 1, 页码: 40-52
作者:  Jiang, Yizhang;  Gu, Xiaoqing;  Wu, Dongrui;  Hang, Wenlong;  Xue, Jing;  Qiu, Shi;  Lin, Chin-Teng
Adobe PDF(2388Kb)  |  收藏  |  浏览/下载：185/0  |  提交时间：2021/03/26
Medical image segmentation  fuzzy clustering  transfer learning  negative transfer  
An ethnic costumes classification model with optimized learning rate 会议论文
Eleventh International Conference on Digital Image Processing, ICDIP 2019, Guangzhou, China, 2019-05-10
作者:  Zhang, Shuang;  Song, Zongxi
Adobe PDF(508Kb)  |  收藏  |  浏览/下载：174/0  |  提交时间：2019/10/10
Learning rate  annealing algorithm  transfer learning  image classification  
Exploring Web Images to Enhance Skin Disease Analysis Under A Computer Vision Framework 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2018, 卷号: 48, 期号: 11, 页码: 3080-3091
作者:  Xia, Yingjie;  Zhang, Luming;  Meng, Lei;  Yan, Yan;  Nie, Liqiang;  Li, Xuelong
Adobe PDF(1556Kb)  |  收藏  |  浏览/下载：210/2  |  提交时间：2018/11/09
Skin Disease Inference  Transfer Learning  
Video parsing via spatiotemporally analysis with images 期刊论文
MULTIMEDIA TOOLS AND APPLICATIONS, 2016, 卷号: 75, 期号: 19, 页码: 11961-11976
作者:  Li, Xuelong;  Mou, Lichao;  Lu, Xiaoqiang;  Lu, Xiaoqiang (luxq666666@gmail.com)
Adobe PDF(1835Kb)  |  收藏  |  浏览/下载：687/4  |  提交时间：2016/10/13
Semantic Video Parsing  Transfer Learning  Maximum a Posterior (Map) Inference  Markov Random Felds (Mrf)  Prior Contextual Constraint  
Discriminative Transfer Subspace Learning via Low-Rank and Sparse Representation 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2016, 卷号: 25, 期号: 2, 页码: 850-863
作者:  Xu, Yong;  Fang, Xiaozhao;  Wu, Jian;  Li, Xuelong;  Zhang, David
Adobe PDF(4196Kb)  |  收藏  |  浏览/下载：223/1  |  提交时间：2016/11/03
Source Domain  Target Domain  Low-rank And Sparse Constraints  Knowledge Transfer  Subspace Learning  
Transfer Learning for Visual Categorization: A Survey 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2015, 卷号: 26, 期号: 5, 页码: 1019-1034
作者:  Shao, Ling;  Zhu, Fan;  Li, Xuelong
Adobe PDF(3181Kb)  |  收藏  |  浏览/下载：929/0  |  提交时间：2015/07/20
Action Recognition  Image Classification  Machine Learning  Object Recognition  Survey  Transfer Learning  Visual Categorization  
Transfer learning for pedestrian detection 期刊论文
NEUROCOMPUTING, 2013, 卷号: 100, 页码: 51-57
作者:  Cao, Xianbin;  Wang, Zhong;  Yan, Pingkun;  Li, Xuelong
Adobe PDF(895Kb)  |  收藏  |  浏览/下载：251/1  |  提交时间：2015/06/05
Pedestrian Detection  Scene Change  Manifold Learning  Transfer Learning