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Tumor tissue classification based on micro-hyperspectral technology and deep learning 期刊论文
Biomedical Optics Express, 2019, 卷号: 10, 期号: 12, 页码: 6370-6389
作者:  Bingliang Hu;  Jian Du;  Zhoufeng Zhang;  Quan Wang
Adobe PDF(2615Kb)  |  收藏  |  浏览/下载：265/3  |  提交时间：2019/12/24
Collect and select: Semantic alignment metric learning for few-shot learning 会议论文
Proceedings - 2019 International Conference on Computer Vision, ICCV 2019, Seoul, Korea, Republic of, 2019-10-27
作者:  Hao, Fusheng;  He, Fengxiang;  Cheng, Jun;  Wang, Lei;  Cao, Jianzhong;  Tao, Dacheng
Adobe PDF(591Kb)  |  收藏  |  浏览/下载：470/0  |  提交时间：2020/04/09
An efficient framework for unsupervised feature selection 期刊论文
NEUROCOMPUTING, 2019, 卷号: 366, 页码: 194-207
作者:  Zhang, Han;  Zhang, Rui;  Nie, Feiping;  Li, Xuelong
Adobe PDF(2196Kb)  |  收藏  |  浏览/下载：307/4  |  提交时间：2019/10/18
Efficient unsupervised feature selection  Bipartite graph  Discrete indicator matrix  Uncorrelated regression model  
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：225/0  |  提交时间：2019/10/11
Recurrent neural network (RNN)  uncertainty  video captioning  
Imaging Correlography Using Ptychography 期刊论文
APPLIED SCIENCES-BASEL, 2019, 卷号: 9, 期号: 20
作者:  Li, Zhixin;  Wen, Desheng;  Song, Zongxi;  Jiang, Tuochi;  Zhang, Weikang;  Liu, Gang;  Wei, Xin
Adobe PDF(6912Kb)  |  收藏  |  浏览/下载：246/3  |  提交时间：2019/11/28
ptychography  imaging correlography  computational imaging  phase retrieval  Fourier optics  
Compressed Blind Deconvolution and Denoising for Complementary Beam Subtraction Light-Sheet Fluorescence Microscopy 期刊论文
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2019, 卷号: 66, 期号: 10, 页码: 2979-2989
作者:  Bai, Chen;  Liu, Chao;  Jia, Hao;  Peng, Tong;  Min, Junwei;  Lei, Ming;  Yu, Xianghua;  Yao, Baoli
Adobe PDF(4394Kb)  |  收藏  |  浏览/下载：275/1  |  提交时间：2019/10/11
Light-sheet fluorescence microscopy  blind image deconvolution  denoising  compressed sensing  
Single Space Object Image Denoising and Super-Resolution Reconstructing Using Deep Convolutional Networks 期刊论文
REMOTE SENSING, 2019, 卷号: 11, 期号: 16
作者:  Feng, Xubin;  Su, Xiuqin;  Shen, Junge;  Jin, Humin
Adobe PDF(1556Kb)  |  收藏  |  浏览/下载：287/0  |  提交时间：2019/09/27
space object  cosmic-ray  denoising  super-resolution  CNN  residual learning  
Gaussian-like and flat-top solitons of a oms with spatially modulated epulsive interactions 期刊论文
JOURNAL OF THE OPTICAL SOCIETY OF AMERICA B-OPTICAL PHYSICS, 2019, 卷号: 36, 期号: 8, 页码: 2278-2284
作者:  Zeng, Liangwei;  Zeng, Jianhua
Adobe PDF(2835Kb)  |  收藏  |  浏览/下载：180/3  |  提交时间：2019/08/19
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：207/0  |  提交时间：2019/09/24
Modelling and computation  Bio-inspired computing  Physarum polycephalum  Intelligent behaviour  Complex problem solving  
Robust Subspace Clustering by Cauchy Loss Function 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 期号: 7, 页码: 2067-2078
作者:  Li, Xuelong;  Lu, Quanmao;  Dong, Yongsheng;  Tao, Dacheng
Adobe PDF(3374Kb)  |  收藏  |  浏览/下载：303/0  |  提交时间：2019/07/17
Cauchy loss function (CLF)  grouping effect  noise suppression  similarity matrix  subspace clustering