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Orthogonal sparse fractal coding algorithm based on image texture feature 期刊论文
IET IMAGE PROCESSING, 2019, 卷号: 13, 期号: 11, 页码: 1872-1879
作者:  Cao, Jian;  Zhang, Aihua;  Shi, Lei
Adobe PDF(3006Kb)  |  收藏  |  浏览/下载：287/1  |  提交时间：2019/10/11
image coding  feature extraction  fractals  data compression  image texture  image reconstruction  orthogonal codes  image colour analysis  transforms  decomposition  matrix algebra  orthogonal sparse grey level  sparse decomposition  decoding speed  orthogonal sparse fractal coding algorithm  image reconstruction quality  image texture feature extraction  fractal image compression coding algorithm  grey description feature extraction  orthogonal sparse grey level transform  
Efficient kNN Classification With Different Numbers of Nearest Neighbors 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 5, 页码: 1774-1785
作者:  Zhang, Shichao;  Li, Xuelong;  Zong, Ming;  Zhu, Xiaofeng;  Wang, Ruili;  Zhu, XF (reprint author), Guangxi Normal Univ, Coll Comp Sci & Informat Technol, Guangxi Key Lab MIMS, Guilin 541004, Peoples R China.
Adobe PDF(2775Kb)  |  收藏  |  浏览/下载：942/1  |  提交时间：2018/05/14
Decision Tree  k Nearest Neighbor (Knn) Classification  Sparse Coding  
A Biologically Inspired Appearance Model for Robust Visual Tracking 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2017, 卷号: 28, 期号: 10, 页码: 2357-2370
作者:  Zhang, Shengping;  Lan, Xiangyuan;  Yao, Hongxun;  Zhou, Huiyu;  Tao, Dacheng;  Li, Xuelong
Adobe PDF(2113Kb)  |  收藏  |  浏览/下载：221/0  |  提交时间：2017/12/25
Appearance Modeling  Biologically Inspiration  Sparse Coding  Visual Tracking  
Robust Joint Graph Sparse Coding for Unsupervised Spectral Feature Selection 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2017, 卷号: 28, 期号: 6, 页码: 1263-1275
作者:  Zhu, Xiaofeng;  Li, Xuelong;  Zhang, Shichao;  Ju, Chunhua;  Wu, Xindong;  Zhang, SC (reprint author), Zhejiang Gongshang Univ, Sch Comp Sci & Informat Technol, Hangzhou 310018, Zhejiang, Peoples R China.
Adobe PDF(2273Kb)  |  收藏  |  浏览/下载：299/1  |  提交时间：2017/06/14
Dimensionality Reduction  Manifold Learning  Regression  Sparse Coding  
Robust Sparse Coding for Mobile Image Labeling on the Cloud 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2017, 卷号: 27, 期号: 1, 页码: 62-72
作者:  Tao, Dapeng;  Cheng, Jun;  Gao, Xinbo;  Li, Xuelong;  Deng, Cheng
Adobe PDF(1382Kb)  |  收藏  |  浏览/下载：270/0  |  提交时间：2017/04/05
Cloud Computing  Correntropy  Mobile Image  Labeling  Sparse Coding  
Action recognition by joint learning 期刊论文
IMAGE AND VISION COMPUTING, 2016, 卷号: 55, 页码: 77-85
作者:  Yuan, Yuan;  Qi, Lei;  Lu, Xiaoqiang;  Lu, XQ (reprint author), Chinese Acad Sci, State Key Lab Transient Opt & Photon, Ctr OPT IMagery Anal & Learning OPTIMAL, Xian Inst Opt & Precis Mech, Xian 710119, Shaanxi, Peoples R China.
Adobe PDF(1471Kb)  |  收藏  |  浏览/下载：195/0  |  提交时间：2016/12/30
Computer Vision  Action Recognition  Sparse Coding  Multinomial Logistic Regression (Mlr)  Joint Learning  
Mining Spatial-Temporal Patterns and Structural Sparsity for Human Motion Data Denoising 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2015, 卷号: 45, 期号: 12, 页码: 2693-2706
作者:  Feng, Yinfu;  Ji, Mingming;  Xiao, Jun;  Yang, Xiaosong;  Zhang, Jian J.;  Zhuang, Yueting;  Li, Xuelong
Adobe PDF(2074Kb)  |  收藏  |  浏览/下载：241/0  |  提交时间：2015/12/25
Human Motion Denoising  Microsoft Kinect  l(2  Motion Capture Data  p)-norm  Robust Dictionary Learning  Robust Structured Sparse Coding  
Shrink image by feature matrix decomposition 期刊论文
NEUROCOMPUTING, 2014, 卷号: 140, 页码: 162-171
作者:  Wang, Qi;  Li, Xuelong
Adobe PDF(2784Kb)  |  收藏  |  浏览/下载：197/2  |  提交时间：2015/03/18
Computer Vision  Machine Learning  Image Resizing  Seam Carving  Low-rank Representation  Sparse Coding  
From Heuristic Optimization to Dictionary Learning: A Review and Comprehensive Comparison of Image Denoising Algorithms 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2014, 卷号: 44, 期号: 7, 页码: 1001-1013
作者:  Shao, Ling;  Yan, Ruomei;  Li, Xuelong;  Liu, Yan
Adobe PDF(12238Kb)  |  收藏  |  浏览/下载：383/1  |  提交时间：2015/03/18
Adaptive Filters  Dictionary Learning  Evaluation  Image Denoising  Sparse Coding  Spatial Domain  Survey  Transform Domain  
Robust Superpixel Tracking via Depth Fusion 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2014, 卷号: 24, 期号: 1, 页码: 15-26
作者:  Yuan, Yuan;  Fang, Jianwu;  Wang, Qi
Adobe PDF(15368Kb)  |  收藏  |  浏览/下载：280/2  |  提交时间：2015/03/18
Computer Vision  Depth Fusion  Graph Regularized Sparse Coding  Object Tracking  Segmentation  Superpixel