Yun Fu

According to our database1, Yun Fu
  • authored at least 176 papers between 2006 and 2017.
  • has a "Dijkstra number"2 of four.

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Bibliography

2017
Robust Representation for Data Analytics - Models and Applications
Advanced Information and Knowledge Processing, Springer, ISBN: 978-3-319-60175-5, 2017

Cross-Modality Feature Learning Through Generic Hierarchical Hyperlingual-Words.
IEEE Trans. Neural Netw. Learning Syst., 2017

Spectral Ensemble Clustering via Weighted K-Means: Theoretical and Practical Evidence.
IEEE Trans. Knowl. Data Eng., 2017

Videography-Based Unconstrained Video Analysis.
IEEE Trans. Image Processing, 2017

Deeply Learned View-Invariant Features for Cross-View Action Recognition.
IEEE Trans. Image Processing, 2017

Sparse Canonical Temporal Alignment With Deep Tensor Decomposition for Action Recognition.
IEEE Trans. Image Processing, 2017

Robust Transfer Metric Learning for Image Classification.
IEEE Trans. Image Processing, 2017

Max-Margin Heterogeneous Information Machine for RGB-D Action Recognition.
International Journal of Computer Vision, 2017

Convergence Analysis of Parallel Multi-block ADMM via Discrete-time Recurrent Neural Networks.
CoRR, 2017

Deep Active Learning Through Cognitive Information Parcels.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

Family Photo Recognition via Multiple Instance Learning.
Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, 2017

From Ensemble Clustering to Multi-View Clustering.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Projective Low-rank Subspace Clustering via Learning Deep Encoder.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Multi-Stream Deep Similarity Learning Networks for Visual Tracking.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Multi-View Clustering via Deep Matrix Factorization.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Feature Selection Guided Auto-Encoder.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Image Cosegmentation via Saliency-Guided Constrained Clustering with Cosine Similarity.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Simultaneous Clustering and Ensemble.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Sparse Subspace Clustering by Learning Approximation ℓ0 Codes.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Learning Robust and Discriminative Subspace With Low-Rank Constraints.
IEEE Trans. Neural Netw. Learning Syst., 2016

Learning Fast Low-Rank Projection for Image Classification.
IEEE Trans. Image Processing, 2016

Discriminative Relational Representation Learning for RGB-D Action Recognition.
IEEE Trans. Image Processing, 2016

Close Human Interaction Recognition Using Patch-Aware Models.
IEEE Trans. Image Processing, 2016

Scalable Nearest Neighbor Sparse Graph Approximation by Exploiting Graph Structure.
IEEE Trans. Big Data, 2016

Efficient Image Geotagging Using Large Databases.
IEEE Trans. Big Data, 2016

Analysis of EEG Signals and Facial Expressions for Continuous Emotion Detection.
IEEE Trans. Affective Computing, 2016

Max-Margin Action Prediction Machine.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

Learning hierarchical 3D kernel descriptors for RGB-D action recognition.
Computer Vision and Image Understanding, 2016

Family in the Wild (FIW): A Large-scale Kinship Recognition Database.
CoRR, 2016

Deep Convolutional Neural Network with Independent Softmax for Large Scale Face Recognition.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Families in the Wild (FIW): Large-Scale Kinship Image Database and Benchmarks.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Infinite Ensemble for Image Clustering.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Scalable large margin online metric learning.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Unsupervised transfer learning via Low-Rank Coding for image clustering.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Sparse alignment for video analysis in discriminant Tensor space.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Transfer learning for image classification with incomplete multiple sources.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Incomplete Multi-Modal Visual Data Grouping.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Coupled Marginalized Auto-Encoders for Cross-Domain Multi-View Learning.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Matching via Dimensionality Reduction for Estimation of Treatment Effects in Digital Marketing Campaigns.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Structure-Preserved Multi-source Domain Adaptation.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016

Robust Multi-View Feature Selection.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016

Task-driven deep transfer learning for image classification.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Deep Robust Encoder Through Locality Preserving Low-Rank Dictionary.
Proceedings of the Computer Vision - ECCV 2016, 2016

Robust Spectral Ensemble Clustering.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Multi-View Time Series Classification: A Discriminative Bilinear Projection Approach.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Outlier detection via sampling ensemble.
Proceedings of the 2016 IEEE International Conference on Big Data, 2016

Pose-Dependent Low-Rank Embedding for Head Pose Estimation.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Spectral Bisection Tree Guided Deep Adaptive Exemplar Autoencoder for Unsupervised Domain Adaptation.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Consensus Guided Unsupervised Feature Selection.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Consensus Style Centralizing Auto-Encoder for Weak Style Classification.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Robust Multi-View Subspace Learning through Dual Low-Rank Decompositions.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Learning Balanced and Unbalanced Graphs via Low-Rank Coding.
IEEE Trans. Knowl. Data Eng., 2015

Missing Modality Transfer Learning via Latent Low-Rank Constraint.
IEEE Trans. Image Processing, 2015

Predicting User Behavior in Display Advertising via Dynamic Collective Matrix Factorization.
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

DIAS: A Disassemble-Assemble Framework for Highly Sparse Text Clustering.
Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

Multi-View Low-Rank Analysis for Outlier Detection.
Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

Spectral Ensemble Clustering.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Deep Linear Coding for Fast Graph Clustering.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Cross-View Projective Dictionary Learning for Person Re-Identification.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Deep Low-Rank Coding for Transfer Learning.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Part-Level Regularized Semi-Nonnegative Coding for Semi-Supervised Learning.
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Clustering with Partition Level Side Information.
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Temporal Subspace Clustering for Human Motion Segmentation.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Block-wise constrained sparse graph for face image representation.
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

Sparse low-rank fusion based deep features for missing modality face recognition.
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

Hierarchical 3D kernel descriptors for action recognition using depth sequences.
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

Discriminative low-rank metric learning for face recognition.
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

Bilinear heterogeneous information machine for RGB-D action recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Deep Collaborative Filtering via Marginalized Denoising Auto-encoder.
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

2014
Submanifold Decomposition.
IEEE Trans. Circuits Syst. Video Techn., 2014

Interactive Phrases: Semantic Descriptionsfor Human Interaction Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

Learning low-rank and discriminative dictionary for image classification.
Image Vision Comput., 2014

Generalized Transfer Subspace Learning Through Low-Rank Constraint.
International Journal of Computer Vision, 2014

Robust Subspace Discovery through Supervised Low-Rank Constraints.
Proceedings of the 2014 SIAM International Conference on Data Mining, 2014

Attractive or Not?: Beauty Prediction with Attractiveness-Aware Encoders and Robust Late Fusion.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Locality linear fitting one-class SVM with low-rank constraints for outlier detection.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

LASOM: Location Aware Self-Organizing Map for discovering similar and unique visual features of geographical locations.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Continuous emotion detection using EEG signals and facial expressions.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2014

Learning relative features through adaptive pooling for image classification.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2014

Early Classification of Ongoing Observation.
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Low-Rank Common Subspace for Multi-view Learning.
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

A Discriminative Model with Multiple Temporal Scales for Action Prediction.
Proceedings of the Computer Vision - ECCV 2014, 2014

Modeling Supporting Regions for Close Human Interaction Recognition.
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

Latent Low-Rank Transfer Subspace Learning for Missing Modality Recognition.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

Sparse Manifold Subspace Learning.
Proceedings of the Low-Rank and Sparse Modeling for Visual Analysis, 2014

Low-Rank Transfer Learning.
Proceedings of the Low-Rank and Sparse Modeling for Visual Analysis, 2014

Low-Rank Outlier Detection.
Proceedings of the Low-Rank and Sparse Modeling for Visual Analysis, 2014

Identity and Kinship Relations in Group Pictures.
Proceedings of the Human-Centered Social Media Analytics, 2014

Recognizing Occupations Through Probabilistic Models: A Social View.
Proceedings of the Human-Centered Social Media Analytics, 2014

2013
Multiple Subcategories Parts-Based Representation for One Sample Face Identification.
IEEE Trans. Information Forensics and Security, 2013

Exploring discriminative pose sub-patterns for effective action classification.
Proceedings of the ACM Multimedia Conference, 2013

Low-Rank Coding with b-Matching Constraint for Semi-Supervised Classification.
Proceedings of the IJCAI 2013, 2013

Random Faces Guided Sparse Many-to-One Encoder for Pose-Invariant Face Recognition.
Proceedings of the IEEE International Conference on Computer Vision, 2013

What Do You Do? Occupation Recognition in a Photo via Social Context.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Low-rank embedding for semisupervised face classification.
Proceedings of the 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2013

Hierarchical hyperlingual-words for multi-modality face classification.
Proceedings of the 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2013

Prototype based feature learning for face image set classification.
Proceedings of the 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2013

Discriminative dictionary learning with low-rank regularization for face recognition.
Proceedings of the 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2013

Activity recognition by learning structural and pairwise mid-level features using random forest.
Proceedings of the 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2013

Predicting Professions through Probabilistic Model under Social Context.
Proceedings of the Late-Breaking Developments in the Field of Artificial Intelligence, 2013

2012
Special Issue on Subspace and Manifold Learning for Image and Video Indexing and Search.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2012

Understanding Kin Relationships in a Photo.
IEEE Trans. Multimedia, 2012

Fast Resampling Weighted v-Statistics.
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

Decomposed contour prior for shape recognition.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Toward kinship verification using visual attributes.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Discriminative metric: Schatten norm vs. vector norm.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Low-Rank Transfer Subspace Learning.
Proceedings of the 12th IEEE International Conference on Data Mining, 2012

Learning Human Interaction by Interactive Phrases.
Proceedings of the Computer Vision - ECCV 2012, 2012

Contour-HOG: A Stub Feature based Level Set Method for Learning Object Contour.
Proceedings of the British Machine Vision Conference, 2012

2011
Text From Corners: A Novel Approach to Detect Text and Caption in Videos.
IEEE Trans. Image Processing, 2011

Human Motion Tracking by Temporal-Spatial Local Gaussian Process Experts.
IEEE Trans. Image Processing, 2011

Special issue on feature-oriented image and video computing for extracting contexts and semantics.
Computer Vision and Image Understanding, 2011

Kinship Verification through Transfer Learning.
Proceedings of the IJCAI 2011, 2011

Clustering Based Fast Low-Rank Approximation for Large-Scale Graph.
Proceedings of the Data Mining Workshops (ICDMW), 2011

Genealogical face recognition based on UB KinFace database.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010
Human-Centered Face Computing in Multimedia Interaction and Communication.
Proceedings of the Intelligent Multimedia Communication: Techniques and Applications, 2010

Learning With ℓ1-Graph for Image Analysis.
IEEE Trans. Image Processing, 2010

Human Pose Regression Through Multiview Visual Fusion.
IEEE Trans. Circuits Syst. Video Techn., 2010

Age Synthesis and Estimation via Faces: A Survey.
IEEE Trans. Pattern Anal. Mach. Intell., 2010

Weak Metric Learning for Feature Fusion towards Perception-Inspired Object Recognition.
Proceedings of the Advances in Multimedia Modeling, 2010

Subjective Experiments on Gender and Ethnicity Recognition from Different Face Representations.
Proceedings of the Advances in Multimedia Modeling, 2010

A Study on Sampling Strategies in Space-Time Domain for Recognition Applications.
Proceedings of the Advances in Multimedia Modeling, 2010

Multimodality gender estimation using Bayesian hierarchical model.
Proceedings of the IEEE International Conference on Acoustics, 2010

Bimodal gender recognition from face and fingerprint.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

A robust framework for multiview age estimation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010

Sparse Coding on Local Spatial-Temporal Volumes for Human Action Recognition.
Proceedings of the Computer Vision - ACCV 2010, 2010

2009
Synchronized Submanifold Embedding for Person-Independent Pose Estimation and Beyond.
IEEE Trans. Image Processing, 2009

Locating Nose-Tips and Estimating Head Poses in Images by Tensorposes.
IEEE Trans. Circuits Syst. Video Techn., 2009

A study on automatic age estimation using a large database.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Human age estimation using bio-inspired features.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Temporal-Spatial Local Gaussian Process Experts for Human Pose Estimation.
Proceedings of the Computer Vision, 2009

2008
Humanoid Audio-Visual Avatar With Emotive Text-to-Speech Synthesis.
IEEE Trans. Multimedia, 2008

Human Age Estimation With Regression on Discriminative Aging Manifold.
IEEE Trans. Multimedia, 2008

Image-Based Human Age Estimation by Manifold Learning and Locally Adjusted Robust Regression.
IEEE Trans. Image Processing, 2008

Image Classification Using Correlation Tensor Analysis.
IEEE Trans. Image Processing, 2008

Classification and Feature Extraction by Simplexization.
IEEE Trans. Information Forensics and Security, 2008

Locality Versus Globality: Query-Driven Localized Linear Models for Facial Image Computing.
IEEE Trans. Circuits Syst. Video Techn., 2008

Real-Time Multimodal Human-Avatar Interaction.
IEEE Trans. Circuits Syst. Video Techn., 2008

Correlation Metric for Generalized Feature Extraction.
IEEE Trans. Pattern Anal. Mach. Intell., 2008

Locally adaptive subspace and similarity metric learning for visual data clustering and retrieval.
Computer Vision and Image Understanding, 2008

Variational Transform Invariant Mixture of Probabilistic PCA.
Proceedings of the 9th IEEE Workshop on Applications of Computer Vision (WACV 2008), 2008

EAVA: A 3D Emotive Audio-Visual Avatar.
Proceedings of the 9th IEEE Workshop on Applications of Computer Vision (WACV 2008), 2008

Locally Adjusted Robust Regression for Human Age Estimation.
Proceedings of the 9th IEEE Workshop on Applications of Computer Vision (WACV 2008), 2008

Real-time human action recognition by luminance field trajectory analysis.
Proceedings of the 16th International Conference on Multimedia 2008, 2008

Gender recognition from body.
Proceedings of the 16th International Conference on Multimedia 2008, 2008

Head pose estimation: Classification or regression?
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Real-time conversion from a single 2D face image to a 3D text-driven emotive audio-visual avatar.
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

Correlation Embedding Analysis.
Proceedings of the International Conference on Image Processing, 2008

3D face analysis for distinct features using statistical randomization.
Proceedings of the IEEE International Conference on Acoustics, 2008

Flexible X-Y patches for face recognition.
Proceedings of the IEEE International Conference on Acoustics, 2008

An audio-visual fusion framework with joint dimensionality reducton.
Proceedings of the IEEE International Conference on Acoustics, 2008

Discriminant simplex analysis.
Proceedings of the IEEE International Conference on Acoustics, 2008

Non-negative graph embedding.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

A Probabilistic Fusion Approach to human age prediction.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008

Multiple feature fusion by subspace learning.
Proceedings of the 7th ACM International Conference on Image and Video Retrieval, 2008

2007
hMouse: Head Tracking Driven Virtual Computer Mouse.
Proceedings of the 8th IEEE Workshop on Applications of Computer Vision (WACV 2007), 2007

Building Large Scale 3D Face Database for Face Analysis.
Proceedings of the Multimedia Content Analysis and Mining, International Workshop, 2007

Robust Analysis and Weighting on MFCC Components for Speech Recognition and Speaker Identification.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Query Driven Localized Linear Discriminant Models for Head Pose Estimation.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Estimating Human Age by Manifold Analysis of Face Pictures and Regression on Aging Features.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Real-Time Humanoid Avatar for Multimodal Human-Machine Interaction.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Common Spatial Pattern Discovery by Efficient Candidate Pruning.
Proceedings of the International Conference on Image Processing, 2007

Lipreading by Locality Discriminant Graph.
Proceedings of the International Conference on Image Processing, 2007

Query-Driven Locally Adaptive Fisher Faces and Expert-Model for Face Recognition.
Proceedings of the International Conference on Image Processing, 2007

Laplacian Affinity Propagation for Semi-Supervised Object Classification.
Proceedings of the International Conference on Image Processing, 2007

Unsupervised Locally Embedded Clustering for Automatic High-Dimensional Data Labeling.
Proceedings of the IEEE International Conference on Acoustics, 2007

Conformal Embedding Analysis with Local Graph Modeling on the Unit Hypersphere.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Learning a Person-Independent Representation for Precise 3D Pose Estimation.
Proceedings of the Multimodal Technologies for Perception of Humans, 2007

Audio-Visual Spontaneous Emotion Recognition.
Proceedings of the Artifical Intelligence for Human Computing, 2007

2006
Spontaneous Emotional Facial Expression Detection.
Journal of Multimedia, 2006

Training combination strategy of multi-stream fused hidden Markov model for audio-visual affect recognition.
Proceedings of the 14th ACM International Conference on Multimedia, 2006

Audio-visual emotion recognition in adult attachment interview.
Proceedings of the 8th International Conference on Multimodal Interfaces, 2006

One-Class Classification for Spontaneous Facial Expression Analysis.
Proceedings of the Seventh IEEE International Conference on Automatic Face and Gesture Recognition (FG 2006), 2006

A Realtime Shrug Detector.
Proceedings of the Seventh IEEE International Conference on Automatic Face and Gesture Recognition (FG 2006), 2006

Graph Embedded Analysis for Head Pose Estimation.
Proceedings of the Seventh IEEE International Conference on Automatic Face and Gesture Recognition (FG 2006), 2006

Evaluation of Head Pose Estimation for Studio Data.
Proceedings of the Multimodal Technologies for Perception of Humans, 2006


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