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You Only Search Once: Single Shot Neural Architecture Search via Direct Sparse Optimization 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 卷号: 43, 期号: 9, 页码: 2891-2904
作者:  Zhang, Xinbang;  Huang, Zehao;  Wang, Naiyan;  Xiang, Shiming;  Pan, Chunhong
Adobe PDF(1271Kb)  |  收藏  |  浏览/下载：300/59  |  提交时间：2021/11/02
Computer architecture  Optimization  Learning (artificial intelligence)  Task analysis  Acceleration  Evolutionary computation  Convolution  Neural architecture search(NAS)  convolution neural network  sparse optimization  
Deep Self-Evolution Clustering 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2020, 卷号: 42, 期号: 4, 页码: 809-823
作者:  Chang, Jianlong;  Meng, Gaofeng;  Wang, Lingfeng;  Xiang, Shiming;  Pan, Chunhong
浏览  |  Adobe PDF(4817Kb)  |  收藏  |  浏览/下载：420/91  |  提交时间：2020/06/02
Task analysis  Unsupervised learning  Training  Clustering methods  Pattern analysis  Clustering  deep self-evolution clustering  self-evolution clustering training  deep unsupervised learning  
Scene text detection and recognition with advances in deep learning: a survey 期刊论文
INTERNATIONAL JOURNAL ON DOCUMENT ANALYSIS AND RECOGNITION, 2019, 卷号: 22, 期号: 2, 页码: 143-162
作者:  Liu, Xiyan;  Meng, Gaofeng;  Pan, Chunhong
Adobe PDF(2418Kb)  |  收藏  |  浏览/下载：298/32  |  提交时间：2019/07/11
Natural image  Text detection  Text recognition  Survey  
Groupwise Retargeted Least-Squares Regression 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 4, 页码: 1352-1358
作者:  Wang, Lingfeng;  Pan, Chunhong
浏览  |  Adobe PDF(618Kb)  |  收藏  |  浏览/下载：361/122  |  提交时间：2018/01/04
Groupwise  Least-squares Regression (Lsr)  Multicategory Classification  Retargeted Least-squares Regression (Relsr)  
MSDLSR: Margin Scalable Discriminative Least Squares Regression for Multicategory Classification 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2016, 卷号: 27, 期号: 12, 页码: 2711-2717
作者:  Wang, Lingfeng;  Zhang, Xu-Yao;  Pan, Chunhong
浏览  |  Adobe PDF(1169Kb)  |  收藏  |  浏览/下载：293/94  |  提交时间：2017/02/14
Discriminative Least Squares Regression (Dlsr)  Least Squares Regression (Lsr)  Multicategory Classification  
Fine-structured object segmentation via neighborhood propagation 期刊论文
PATTERN RECOGNITION, 2016, 卷号: 60, 期号: null, 页码: 130-144
作者:  Gong, Yongchao;  Xiang, Shiming;  Pan, Chunhong
浏览  |  Adobe PDF(3612Kb)  |  收藏  |  浏览/下载：362/135  |  提交时间：2016/12/26
Fine-structured Object Segmentation  Label Propagation  Affinity Graph  Local And nonLocal Neighborhood  Region Cost  
MSDLSR: Margin Scalable Discriminative Least Squares Regression for Multi-category Classification 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2015, 页码: 1-7
作者:  Wang, Lingfeng;  Zhang, Xuyao;  Pan, Chunhong
浏览  |  Adobe PDF(1167Kb)  |  收藏  |  浏览/下载：373/97  |  提交时间：2016/03/30
Discriminative Least Squares Regression (Dlsr)  Least Squares Regression (Lsr)  Multicategory Classification.  
BB-Homography: Joint Binary Features and Bipartite Graph Matching for Homography Estimation 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2015, 卷号: 25, 期号: 2, 页码: 239-250
作者:  Liu, Shaoguo;  Wang, Haibo;  Wei, Yiyi;  Pan, Chunhong
浏览  |  Adobe PDF(5043Kb)  |  收藏  |  浏览/下载：245/52  |  提交时间：2015/09/18
Bb-homography  Binary Feature Descriptor  Graph Matching (Gm)  Homography  Sparse Spectral Gm  
Discriminative Least Squares Regression for Multiclass Classification and Feature Selection 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2012, 卷号: 23, 期号: 11, 页码: 1738-1754
作者:  Xiang, Shiming;  Nie, Feiping;  Meng, Gaofeng;  Pan, Chunhong;  Zhang, Changshui
浏览  |  Adobe PDF(725Kb)  |  收藏  |  浏览/下载：687/222  |  提交时间：2015/09/18
Feature Selection  Least Squares Regression  Multiclass Classification  Sparse Learning  
Region-based image segmentation with local signed difference energy 期刊论文
PATTERN RECOGNITION LETTERS, 2013, 卷号: 34, 期号: 6, 页码: 637-645
作者:  Wang, Lingfeng;  Wu, Huaiyu;  Pan, Chunhong
浏览  |  Adobe PDF(2188Kb)  |  收藏  |  浏览/下载：312/88  |  提交时间：2015/08/12
Image Segmentation  Level Set  Local Signed Difference  Local Separability  Global Consistency