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Image Class Prediction by Joint Object, Context, and Background Modeling 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2018, 卷号: 28, 期号: 2, 页码: 428-438
Authors:  Zhang, Chunjie;  Zhu, Guibo;  Liang, Chao;  Zhang, Yifan;  Huang, Qingming;  Tian, Qi
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Background Modeling  Context Modeling  Image Class Prediction  Object Modeling  
Fine-Grained Image Classification via Low-Rank Sparse Coding With General and Class-Specific Codebooks 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2017, 卷号: 28, 期号: 7, 页码: 1550-1559
Authors:  Zhang, Chunjie;  Liang, Chao;  Li, Liang;  Liu, Jing;  Huang, Qingming;  Tian, Qi
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Fine Grained  Image Representation  Semantic Space  Visual Recognition  
Image classification using boosted local features with random orientation and location selection 期刊论文
Information Sciences, 2015, 期号: 310, 页码: 118-129
Authors:  Zhang CJ(张淳杰);  Cheng J(程健);  Zhang YF(张一帆);  Liu J(刘静);  Liang C(梁超);  Pang JB(庞俊彪);  Huang QM(黄庆明);  Tian Q(田奇)
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Sparse Coding  Image Classification  Random Orientation  Boosting  Local Feature Selection  
Object categorization in sub-semantic space 期刊论文
NEUROCOMPUTING, 2014, 期号: 142, 页码: 248-255
Authors:  Zhang, Chunjie;  Cheng, Jian;  Liu, Jing;  Pang, Junbiao;  Liang, Chao;  Huang, Qingming;  Tian, Qi
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Object Categorization  Sub-semantic Space  Structure Regularized Svm  Sparse Coding  
Beyond visual word ambiguity: Weighted local feature encoding with governing region 期刊论文
JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, 2014, 卷号: 25, 期号: 6, 页码: 1387-1398
Authors:  Zhang, Chunjie;  Xiao, Xian;  Pang, Junbiao;  Liang, Chao;  Zhang, Yifan;  Huang, Qingming
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Visual Word Ambiguity  Governing Region  Weighted Encoding  Image Classification  Sparse  Bag-of-visual Words  Object Categorization  Locality Constraint  
Undoing the codebook bias by linear transformation with sparsity and F-norm constraints for image classification 期刊论文
PATTERN RECOGNITION LETTERS, 2014, 期号: 45, 页码: 197-204
Authors:  Zhang, Chunjie;  Liang, Chao;  Pang, Junbiao;  Zhang, Yifan;  Liu, Jing;  Qin, Lei;  Huang, Qingming
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Codebook Bias  Linear Transformation  Sparsity  Alternative Optimization  
Image classification by non-negative sparse coding, correlation constrained low-rank and sparse decomposition 期刊论文
COMPUTER VISION AND IMAGE UNDERSTANDING, 2014, 卷号: 123, 页码: 14-22
Authors:  Zhang, Chunjie;  Liu, Jing;  Liang, Chao;  Xue, Zhe;  Pang, Junbiao;  Huang, Qingming
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Sparse Coding  Image Classification  Low-rank Decomposition  Non-negative  Correlation Constrained  
融合有判别力仿射局部特征上下文的图像分类 期刊论文
计算机辅助设计与图形学学报, 2014, 卷号: 26, 期号: 5, 页码: 762-766
Authors:  张淳杰;  熊威;  张一帆;  梁超;  张维刚;  黄庆明
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局部特征上下文  仿射不变性  稀疏编码  图像分类  
Beyond visual features: A weak semantic image representation using exemplar classifiers for classification 期刊论文
NEUROCOMPUTING, 2013, 期号: 120, 页码: 318-324
Authors:  Zhang, Chunjie;  Liu, Jing;  Tian, Qi;  Liang, Chao;  Huang, Qingming
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Image Classification  Exemplar Classifier  Weak Semantic Representation  Structured Sparsity  
Laplacian affine sparse coding with tilt and orientation consistency for image classification 期刊论文
JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, 2013, 卷号: 24, 期号: 7, 页码: 786-793
Authors:  Zhang, Chunjie;  Wang, Shuhui;  Huang, Qingming;  Liang, Chao;  Liu, Jing;  Tian, Qi
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Image Classification  Affine Transformation  Sparse Coding  Laplacian Matrix  Tilt And Orientation  Smooth Constraints  Object Categorization  Bag-of-visual Words Model