yahong@tju.edu.cn
教育部新世纪优秀人才，北洋青年****，天津市高层次人才引进认定，天津市131人才第二层次
教授
结合稀疏性和结构化的大规模图像语义学习机制

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基于异构多任务特征选择的图像语义理解机制研究

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高维结构性稀疏特征选择与图像语义理解机制研究

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互联网有限监督信息下的通用图像语义理解机制研究
一种基于图像和文本相关性挖掘的Web图像聚类方法

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一种基于分层结构的图像检索方法

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一种结构化的图像描述方法

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Co-Regularized Ensemble for Feature Selection

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Object Coding on the Semantic Graph for Scene Classification

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Augmented Image Retrieval using Multi-order Object Layout with Attributes

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Discriminative Multi-Task Feature Selection

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Multi-task Sparse Discriminant Analysis (MtSDA) with Overlapping Categories

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Visual Saliency Detection based on Photographic Composition

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Video Segmentation via Adaptive Higher-Order CRF with Windowed Dynamics

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What Can We Learn about Motion Videos from Still Images?

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Output Feature Augmented Lasso

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Robust Tensor Clustering with Non-Greedy Maximization

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Graph-Guided Sparse Reconstruction for Region Tagging

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Correlated Attribute Transfer with Multi-task Graph-Guided Fusion

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Muti-label Boosting for Image Annotation by Structural Grouping Sparsity

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Semi-Supervised Feature Selection via Spline Regression for Video Semantic Recognition

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Image aesthetics enhancement using composition-based saliency detection

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Image Attribute Adaptation

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Discovering Discriminative Graphlets for Aerial Image Category Recognition

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Object-level High-order Contextual Descriptor based on Semantic, Spatial and Scale Cues

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Robust Face Clustering via Tensor Decomposition

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Augmenting Image Descriptions Using Structured Prediction Output

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Image decomposing for inpainting using compressed sensing in DCT domain

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Feature Selection with Spatial Path Coding for Multimedia Analysis

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Semi-supervised feature selection via hierarchical regression for web image classification

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Semi-supervised image clustering with multi-modal information

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Semi-supervised Tensor Learning for Image Classification

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Unified Dictionary Learning and Region Tagging with Hierarchical Sparse Representation

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Topology Preserved Superpixels and Supervoxels

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Image classification with manifold learning for out-of-sample data

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Image Annotation by Input-Output Structural Grouping Sparsity

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The Heterogeneous Feature Selection with Structural Sparsity for Multimedia Annotation and Hashing: A Survey

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Sparse Unsupervised Dimensionality Reduction for Multiple View Data

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图像-文本相关性挖掘的Web图像聚类方法

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The Extensions of Spectral Hashing and Their Stability

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Stable Multi-label Boosting for Image Annotation with Sparse Representation

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Multiple Hypergraph Ranking for Video Concept Detection

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Multi-label Transfer learning with Sparse Representation

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Multiple Hypergraph Clustering of Web Images by Mining Word2Image Correlations