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On the Equivalence of Linear Discriminant Analysis and Least Squares Regression 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2024, 卷号: 35, 期号: 4, 页码: 5710-5720
作者:  Nie, Feiping;  Chen, Hong;  Xiang, Shiming;  Zhang, Changshui;  Yan, Shuicheng;  Li, Xuelong
收藏  |  浏览/下载：7/0  |  提交时间：2024/07/04
Eigenvalues and eigenfunctions  Principal component analysis  Null space  Training data  Symmetric matrices  Sun  Optimization  Least squares regression (LSR)  linear discriminant analysis (LDA)  linear regression  minimum distance classifier (MDC)  null space LDA  
Image captioning: Semantic selection unit with stacked residual attention 期刊论文
IMAGE AND VISION COMPUTING, 2024, 卷号: 144, 页码: 12
作者:  Song, Lifei;  Li, Fei;  Wang, Ying;  Liu, Yu;  Wang, Yuanhua;  Xiang, Shiming
收藏  |  浏览/下载：5/0  |  提交时间：2024/07/03
Image captioning  Semantic attributes  Semantic selection unit  Transformer  Stacked residual attention  
Non-Maximum Suppression Guided Label Assignment for Object Detection in Crowd Scenes 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2024, 卷号: 26, 页码: 2207-2218
作者:  Jiang, Hangzhi;  Zhang, Xin;  Xiang, Shiming
收藏  |  浏览/下载：5/0  |  提交时间：2024/07/03
Object detection  Crowd scenes  Label assignment  Non-maximum suppression  
GFFNet: Global Feature Fusion Network for Semantic Segmentation of Large-Scale Remote Sensing Images 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2024, 卷号: 17, 页码: 4222-4234
作者:  Cao, Yong;  Huo, Chunlei;  Xiang, Shiming;  Pan, Chunhong
收藏  |  浏览/下载：11/0  |  提交时间：2024/07/03
Cross feature fusion (CFF)  global context learning  group transformer  semantic segmentation  
Mask2Former with Improved Query for Semantic Segmentation in Remote-Sensing Images 期刊论文
MATHEMATICS, 2024, 卷号: 12, 期号: 5, 页码: 24
作者:  Guo, Shichen;  Yang, Qi;  Xiang, Shiming;  Wang, Shuwen;  Wang, Xuezhi
收藏  |  浏览/下载：6/0  |  提交时间：2024/07/03
semantic segmentation  remote-sensing image  transformer  Mask2Former  query  
PreSTNet: Pre-trained Spatio-Temporal Network for traffic forecasting 期刊论文
INFORMATION FUSION, 2024, 卷号: 106, 页码: 13
作者:  Fang, Shen;  Ji, Wei;  Xiang, Shiming;  Hua, Wei
收藏  |  浏览/下载：6/0  |  提交时间：2024/07/03
Traffic forecasting  Spatio-temporal graph neural network  Pre-training  
Dual Stream Fusion Network for Multi-spectral High Resolution Remote Sensing Image Segmentation 会议论文
, 珠海, 2021.12.19-2021.12.21
作者:  Cao, Yong;  Shi, Yiwen;  Liu, Yiwei;  Huo, Chunlei;  Xiang, Shiming;  Pan, Chunhong
Adobe PDF(1703Kb)  |  收藏  |  浏览/下载：17/6  |  提交时间：2024/06/25
Semantic segmentation  Remote sensing  Stream fusion  
GFFNet: Global Feature Fusion Network for Semantic Segmentation of Large-Scale Remote Sensing Images 期刊论文
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2024, 卷号: 17, 期号: 2024, 页码: 4222 - 4234
作者:  Cao, Yong;  Huo, Chunlei;  Xiang, Shiming;  Pan, Chunhong
Adobe PDF(4340Kb)  |  收藏  |  浏览/下载：19/3  |  提交时间：2024/06/25
Cross feature fusion (CFF)  global context learning  group transformer  semantic segmentation  
Pro-tuning: Unified Prompt Tuning for Vision Tasks 期刊论文
IEEE Transactions on Circuits and Systems for Video Technology, 2023, 卷号: 34, 期号: 6, 页码: 4653 - 4667
作者:  Xing Nie;  Bolin Ni;  Jianlong Chang;  Gaofeng Meng;  Chunlei Huo;  Shiming Xiang;  Qi Tian
Adobe PDF(2224Kb)  |  收藏  |  浏览/下载：24/6  |  提交时间：2024/06/21
Bilateral Memory Consolidation for Continual Learning 会议论文
, Montreal, Canada, 2023年6月18日–2023年6月22日
作者:  Xing Nie;  Shixiong Xu;  Xiyan Liu;  Gaofeng Meng;  Chunlei Huo;  Shiming Xiang
Adobe PDF(1031Kb)  |  收藏  |  浏览/下载：30/9  |  提交时间：2024/06/21