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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：242/3  |  提交时间：2019/12/24
Bi-directional reflectance and polarization measurements of pulse-laser irradiated airless body analog materials 期刊论文
ICARUS, 2019, 卷号: 331, 页码: 127-147
作者:  Jiang, Te;  Zhang, Hao;  Yang, Yazhou;  Hu, Xiaoyi;  Ma, Pei;  Sun, Yuxue;  Britt, Daniel;  Wang, Weigang;  Lu, Xiaoping;  Huang, Jiangchuan;  Hsu, Weibiao;  Mei, Bao;  Wei, Ruyi
Adobe PDF(5515Kb)  |  收藏  |  浏览/下载：222/0  |  提交时间：2019/07/26
Asteroids, surfaces  Moon, surface  Photometry  Polarimetry  Spectroscopy  
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：181/0  |  提交时间：2019/09/24
Modelling and computation  Bio-inspired computing  Physarum polycephalum  Intelligent behaviour  Complex problem solving  
Similarity Constrained Convex Nonnegative Matrix Factorization for Hyperspectral Anomaly Detection 期刊论文
IEEE Transactions on Geoscience and Remote Sensing, 2019, 卷号: 57, 期号: 7, 页码: 4810-4822
作者:  Zhang, Wuxia;  Lu, Xiaoqiang;  Li, Xuelong
Adobe PDF(2142Kb)  |  收藏  |  浏览/下载：223/0  |  提交时间：2019/07/17
Convex nonnegative matrix factorization (CNMF)  hyperspectral anomaly detection  hyperspectral imagery  similarity constrained  
A Hybrid Level Set With Semantic Shape Constraint for Object Segmentation 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2019, 卷号: 49, 期号: 5, 页码: 1558–1569
作者:  Wang, Bin;  Yuan, Xiuying;  Gao, Xinbo;  Li, Xuelong;  Tao, Dacheng
Adobe PDF(3013Kb)  |  收藏  |  浏览/下载：275/0  |  提交时间：2019/04/12
Active contour model (ACMs)  image segmentation  kernelization  level set method (LSM)  shape context  shape prior  topology-preserving  
Locality and Structure Regularized Low Rank Representation for Hyperspectral Image Classification 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2019, 卷号: 57, 期号: 2, 页码: 911-923
作者:  Wang, Qi;  He, Xiang;  Li, Xuelong
Adobe PDF(2021Kb)  |  收藏  |  浏览/下载：226/0  |  提交时间：2019/03/14
Block-diagonal structure  hyperspectral image (HSI) classification  low-rank representation (LRR)  
The spectral-spatial joint learning for change detection in multispectral imagery 期刊论文
Remote Sensing, 2019, 卷号: 11, 期号: 3
作者:  Zhang, Wuxia;  Lu, Xiaoqiang
Adobe PDF(13482Kb)  |  收藏  |  浏览/下载：177/1  |  提交时间：2019/03/26
multispectral imagery  spectral-spatial representation  Siamese CNN  feature fusion  discrimination learning  change detection  
Feasibility of hyperspectral analysis for discrimination of rabbit liver VX2 tumor 期刊论文
WORLD JOURNAL OF GASTROINTESTINAL ONCOLOGY, 2019, 卷号: 11, 期号: 1, 页码: 1–8
作者:  Duan, Feng;  Yuan, Jing;  Liu, Xuan;  Cui, Li;  Bai, Yan-Hua;  Li, Xiao-Hui;  Xu, Huang-Rong;  Liu, Chen-Yang;  Yu, Wei-Xing
Adobe PDF(4482Kb)  |  收藏  |  浏览/下载：191/0  |  提交时间：2019/03/20
Hyperspectral analysis  VX2 tumor  Liver cancer  Diagnosis  Animal experiment  
Convolutional Edge Constraint-Based U-Net for Salient Object Detection 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 48890-48900
作者:  Han, Le;  Li, Xuelong;  Dong, Yongsheng
Adobe PDF(19751Kb)  |  收藏  |  浏览/下载：187/1  |  提交时间：2019/06/27
Encoder-decoder architecture  image convolution  edge extraction  salient object detection  skip connection  U-Net  
A Novel Double-Index-Constrained, Multi-view, Fuzzy-Clustering Algorithm and Its Application for Detecting Epilepsy Electroencephalogram Signals 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 103823-103832
作者:  Zhu, Jiaqi;  Li, Kang;  Xia, Kaijian;  Gu, Xiaoqing;  Xue, Jing;  Qiu, Shi;  Jiang, Yizhang;  Qian, Pengjiang
Adobe PDF(7160Kb)  |  收藏  |  浏览/下载：202/0  |  提交时间：2019/09/19
Epileptic detecting  multi-view clustering  double-index-constrained fuzzy clustering algorithm