基于图的半监督学习的快速鲁棒算法研究及其应用

61572315
2015
F0605.模式识别与数据挖掘
杨杰
面上项目
教授
上海交通大学
66万元
半监督学习;机器学习方法;分类算法;主动学习;多任务学习
2016-01-01到2019-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 Varifocal-Net: A Chromosome Classification Approach Using Deep Convolutional Networks 期刊论文 Qin Yulei;Wen Juan;Zheng Hao;Huang Xiaolin;Yang Jie;Song Ning;Zhu Yue Min;Wu Lingqian;Yang Guang Zhong
2 Reliable Label-Efficient Learning for Biomedical Image Recognition 期刊论文 Gu Yun;Shen Mali;Yang Jie;Yang Guang Zhong
3 Inverse Nonnegative Local Coordinate Factorization for Visual Tracking 期刊论文 Liu Fanghui;Zhou Tao;Gong Chen;Fu Keren;Bai Li;Yang Jie
4 Online discriminative dictionary learning for robust object tracking 期刊论文 Zhou Tao;Liu Fanghui;Bhaskar Harish;Yang Jie;Zhang Huanlong;Cai Ping
5 Semi-Global Weighted Least Squares in Image Filtering 会议论文 Liu Wei;Chen Xiaogang;Shen Chuanhua;Liu Zhi;Yang Jie
6 Unsupervised Video Hashing via Deep Neural Network 期刊论文 Ma Chao;Gu Yun;Gong Chen;Yang Jie;Feng Deying
7 A Novel Strategy for Mining Highly Imbalanced Data in Credit Card Transactions 期刊论文 Zareapoor Masoumeh;Yang Jie
8 A Review of Semi-Supervised Learning Theories and Recent Advances 期刊论文 Tu Enmei;Yang Jie
9 DISCRETE LOCALLY-LINEAR PRESERVING HASHING 会议论文 Li Xiang;Ma Chao;Yang Jie;Huang Xiaolin
10 Indefinite Kernel Logistic Regression With Concave-Inexact-Convex Procedure 期刊论文 Liu Fanghui;Huang Xiaolin;Gong Chen;Yang Jie;Suykens Johan A K
11 A Novel Deep Structure U-Net for Sea-Land Segmentation in Remote Sensing Images 期刊论文 Shamsolmoali Pourya;Zareapoor Masoumeh;Wang Ruili;Zhou Huiyu;Yang Jie
12 SHISS: Supervised hashing with informative set selection 期刊论文 Ma Chao;Gong Chen;Gu Yun;Yang Jie;Feng Deying
13 Robust Visual Tracking Revisited: From Correlation Filter to Template Matching 期刊论文 Liu Fanghui;Gong Chen;Huang Xiaolin;Zhou Tao;Yang Jie;Tao Dacheng
14 A graph-based semi-supervised k nearest-neighbor method for nonlinear manifold distributed data classification 期刊论文 Tu Enmei;Zhang Yaqian;Zhu Lin;Yang Jie;Kasabov Nikola
15 A Regularization Approach for Instance-Based Superset Label Learning 期刊论文 Gong Chen;Liu Tongliang;Tang Yuanyan;Yang Jian;Yang Jie;Tao Dacheng
16 一种基于凹凸规划的快速近似方法 专利 杨杰;刘方辉;黄晓霖
17 利用可见光目标图像进行相应红外目标图像的识别方法 专利 杨杰;王露
18 Efficient clustering approach for adaptive unsupervised colour image segmentation 期刊论文 Khan Zubair;Yang Jie;Zheng Yuanjie
19 Robust Visual Tracking via Dirac-Weighted Cascading Correlation Filters 期刊论文 Peng Cheng;Liu Fanghui;Yang Jie;Kasabov Nikola
20 Convolutional neural network in network (CNNiN): hyperspectral image classification and dimensionality reduction 期刊论文 Shamsolmoali Pourya;Zareapoor Masoumeh;Yang Jie
21 Deepside: A general deep framework for salient object detection 期刊论文 Fu Keren;Zhao Qijun;Gu Irene Yu Hua;Yang Jie
22 Indefinite kernel logistic regression 会议论文 Liu Fanghui;Huang Xiaolin;Yang Jie
23 Accurate breast lesion segmentation by exploiting spatio-temporal information with deep recurrent and convolutional network 期刊论文 Chen Mingjian;Zheng Hao;Lu Changsheng;Tu Enmei;Yang Jie;Kasabov Nikola
24 Variable Bandwidth Weighting for Texture Copy Artifact Suppression in Guided Depth Upsampling 期刊论文 Liu Wei;Chen Xiaogang;Yang Jie;Wu Qiang
25 Towards Making Unsupervised Graph Hashing Discriminative 期刊论文 Chao Ma;Chen Gong;Xiang Li;Xiaolin Huang;Wei Liu;Jie Yang
26 Robust Color Guided Depth Map Restoration 期刊论文 Liu Wei;Chen Xiaogang;Yang Jie;Wu Qiang
27 Densely Connected Discriminative Correlation Filters for Visual Tracking 期刊论文 Peng Cheng;Liu Fanghui;Yang Jie;Kasabov Nikola
28 Dense Multi-focus Fusion Net: A Deep Unsupervised Convolutional Network for Multi-focus Image Fusion 会议论文 Mustafa Hafiz Tayyab;Liu Fanghui;Yang Jie;Khan Zubair;Huang Qiao
29 Local spatial information for image super-resolution 期刊论文 Zareapoor Masoumeh;Jain Deepak Kumar;Yang Jie
30 Image super resolution by dilated dense progressive network 期刊论文 Shamsolmoali Pourya;Zareapoor Masoumeh;Zhang Junhao;Yang Jie
31 Saliency Detection by Fully Learning a Continuous Conditional Random Field 期刊论文 Fu Keren;Gu Irene Yu Hua;Yang Jie
32 Kernelized temporal locality learning for real-time visual tracking 期刊论文 Liu Fanghui;Zhou Tao;Fu Keren;Yang Jie
33 A robust coherent point drift approach based on rotation invariant shape context 期刊论文 Zhang Pengpeng;Qiao Yu;Wang Shengzheng;Yang Jie;Zhu Yuemin
34 Visual Tracking via Nonnegative Multiple Coding 期刊论文 Liu Fanghui;Gong Chen;Zhou Tao;Fu Keren;He Xiangjian;Yang Jie
35 LEARNING IN-PLACE RESIDUAL HOMOGENEITY FOR IMAGE DETAIL ENHANCEMENT 会议论文 Jiang He;Cai HuangKai;Yang Jie
36 SELF-PACED LEAST SQUARE SEMI-COUPLED DICTIONARY LEARNING FOR PERSON RE-IDENTIFICATION 会议论文 Xu Wei;Chi Haoyuan;Zhou Lei;Huang Xiaolin;Yang Jie
37 HUMAN FALL DETECTION USING SEGMENT-LEVEL CNN FEATURES AND SPARSE DICTIONARY LEARNING 会议论文 Ge Chenjie;Gu Irene Yu Hua;Yang Jie
38 Multi-task classification with sequential instances and tasks 期刊论文 Xu Wei;Liu Wei;Chi Haoyuan;Huang Xiaolin;Yang Jie
39 VISUAL TRACKING VIA STRUCTURAL PATCH-BASED DICTIONARY PAIR LEARNING 会议论文 Zhou Tao;Liu Fanghui;Bhaskar Harish;Yang Jie;Chen Lei;Cai Ping
40 中国图像图形学会优秀博士论文 奖励 杨杰 （导师）
41 Multi-Modal Curriculum Learning for Semi-Supervised Image Classification 期刊论文 Gong Chen;Tao Dacheng;Maybank Stephen J.;Liu Wei;Kang Guoliang;Yang Jie
42 Fast robust detection of edges in noisy depth images 期刊论文 Liu Wei;Chen Xiaogang;Wu Qiang;Yang Jie
43 Label Propagation via Teaching-to-Learn and Learning-to-Teach 期刊论文 Gong Chen;Tao Dacheng;Liu Wei;Liu Liu;Yang Jie
44 Multi-level magnification correlation hashing for scalable histopathological image retrieval 期刊论文 Gu Yun;Yang Jie
45 Diverse adversarial network for image super-resolution 期刊论文 Zareapoor Masoumeh;Celebi M Emre;Yang Jie
46 Multi-modal self-paced learning for image classification 期刊论文 Xu Wei;Liu Wei;Huang Xiaolin;Yang Jie;Qiu Song
47 A Double-Variational Bayesian Framework in Random Fourier Features for Indefinite Kernels 期刊论文 Liu Fanghui;Huang Xiaolin;Shi Lei;Yang Jie
48 Multi-scale convolutional neural network for multi-focus image fusion 期刊论文 Mustafa Hafiz Tayyab;Yang Jie;Zareapoor Masoumeh
49 Towards realistic image via function learning 期刊论文 Zareapoor Masoumeh;Zhang Junhao;Yang Jie
50 High-dimensional multimedia classification using deep CNN and extended residual units 期刊论文 Shamsolmoali Pourya;Jain Deepak Kumar;Zareapoor Masoumeh;Yang Jie;Alam M Afshar
51 Image segmentation via multi dimensional color transform and consensus based region merging 期刊论文 Khan Zubair;Yang Jie
52 Adversarial Attack Type I: Cheat Classifiers by Significant Changes 期刊论文 Sanli Tang;Xiaolin Huang;Mingjian Chen;Chengjin Sun;Jie Yang
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