northeastern-university


Publication

Books and Chapters

[B-01]      Yun Fu, Low-Rank and Sparse Modeling for Visual Analysis, Springer, 2014

[B-02]      Yun Fu, Human-Centered Social Media Analytics, Springer, 2013

[B-03]      Yun Fu and Yunqian Ma, Graph Embedding for Pattern Classification, Springer, 2013

[B-04]      Sheng Li, Ming Shao and Yun Fu, Low-Rank Outlier Detection, in Low-Rank and Sparse Modeling for Visual Analysis, Springer, 2014.

[B-05]      Sheng Li, Liangyue Li, and Yun Fu, Low-Rank Discriminative Dictionary Learning, in Low-Rank and Sparse Modeling for Visual Analysis, Springer, 2014.

[B-06]      Ming Shao, Dmitry Kit, and Yun Fu, Low-Rank Transfer Learning, in Low-Rank and Sparse Modeling for Visual Analysis, Springer, 2014.

[B-07]      Yuan Yao, Fan Zhang, and Yun Fu, Realtime Hand-Gesture Recognition Using RGB-D Sensor, in Computer Vision and Machine Learning with RGB-D Sensors, L. Shao, J. Han, P. Kohli, and Z. Zhang (Eds.), Springer-Verlag, 2014.

[B-08]      Ming Shao, Siyu Xia, and Yun Fu, Identity and Kinship Relations in Group Pictures, in Human-Centered Social Media Analytics, Springer, 2014.

[B-09]      Ming Shao and Yun Fu, Recognizing Occupations through Probabilistic Models: A Social View, in Human-Centered Social Media Analytics, Springer, 2014.

[B-10]      Jianchao Yang, Bin Cheng, Shuicheng Yan, Yun Fu, and Thomas Huang, Learning with L1-Graph for High Dimensional Data Analysis, in Graph Embedding for Pattern Classification, Springer, 2013.

[B-11]      Haomian Zheng, Zhu Li, Yun Fu, Aggelos K.Katsaggelos, and Jane You, Video Activity Recognition by Luminance Differential Trajectory and Aligned Projection Distance, volume 31, Handbook of Statistics, C.R.Rao and Venu Govindaraju (Eds.), 2012

[B-12]      Rama Chellappa, Andrea Cavallaro, Ying Wu, Caifeng Shan, Yun Fu, and Kari Pulli, Special Issue on Video Analysis on Resource-Limited Systems, IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), 2012.

[B-13]      Yun Fu, Xian-Sheng Hua, Zhu Li, Aggelos K. Katsaggelos, and Thomas S. Huang, Special Issue on Subspace and Manifold Learning for Image and Video Indexing and Searching, IEEE Transactions on Systems, Man, and Cybernetics, Part B (T-SMC-B), 2012.

[B-14]      Gang Hua, Yun Fu, Matthew Turk, Marc Pollefeys, and Zhengyou Zhang, Introduction to the Special Issue on Mobile Vision, International Journal of Computer Vision (IJCV), 2012.

[B-15]      Yunqian Ma and Yun Fu, Manifold Learning Theory and Applications, CRC Press, 2011.

[B-16]      Yun Fu, Shuicheng Yan, and Thomas S. Huang, Special Issue on Feature-Oriented Image and Video Computing for Extracting Contexts and Semantics, Computer Vision and Image Understanding (CVIU), Volume 115, Issue 3, 2011.

[B-17]      Yun Fu and Thomas S. Huang, Manifolds and Subspace Learning for Pattern Recognition, in Pattern Recognition and Machine Vision - In Honor and Memory of Professor King-Sun Fu, Patrick Shen-pei Wang (Ed.), Chapter 14, pages 215-229, 2010. (Invited Chapter)

[B-18]      Yun Fu, Jilin Tu, Hao Tang, and Thomas S. Huang, Human-Centered Face Computing in Multimedia Interaction and Communication, in Intelligent Multimedia Communication: Techniques and Applications, C.W. Chen, Z. Li and S. Liang (Eds.), Springer-Verlag, 2010. (Invited Chapter)

[B-19]      Yun Fu, Guodong Guo, and Thomas S. Huang, Soft Biometrics for Video Surveillance, in Intelligent Video Surveillance: Systems and Technology, Y. Ma and G. Qian (Eds.), Taylor and Francis Group, LLC, Chapter 15, pages 407-432, 2009. (Invited Chapter)

[B-20]      Zhu Li, Yun Fu, Junsong Yuan, Ying Wu, Aggelos Katsaggelos, and Thomas S. Huang, Multimedia Data Indexing, in Semantic Mining Technologies for Multimedia Databases, D. Tao, D. Xu, and X. Li (Eds.), Idea Group Inc., Chapter XIX, pages 449-475, 2009. (Invited Chapter)

[B-21]      Zhihong Zeng, Yuxiao Hu, Glenn I. Roisman, Zhen Wen, Yun Fu, and Thomas S. Huang, Audio-Visual Spontaneous Emotion Recognition, in LNCS-Artifical Intelligence for Human Computing, M. Pantic, A. Nijholt, T. S. Huang and A. Pentland (Eds.), Springer Berlin / Heidelberg, Vol. 4451, pp. 72-90, 2007. (Invited Chapter)

Tutorials

[U-01]      Xin Geng, Yun Fu, and Kate Smith-Miles, Automatic Facial Age Estimation, The Pacific Rim International Conference on Artificial Intelligence (PRICAI), 2010

Theses and Dissertation

[T-01]      Yun Fu (Ph.D. 2008), Unified Discriminative Subspace Learning for Multimodality Image Analysis, ECE Department, University of Illinois at Urbana-Champaign, 2008.

[T-02]      Yun Fu (M.Eng. 2004), Photorealistic Face Rendering Based on a Fusion Model of Linear and Lambertian Object Class, Institute of Artificial Intelligence and Robotics, Xian Jiaotong University, 2004.

[T-03]      Yun Fu (B.Eng. 2001), The LAN and the Network Dynamics Simulation based on NS-2, School of Electronics and Information Engineering, Xian Jiaotong University, 2001.

Journal Papers

[J-01]      Kang Li and Yun Fu, Prediction of Human Activity by Discovering Temporal Sequence Patterns, IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), Volume:, Issue:, Page(s):, 2014.

[J-02]      Yu Kong, Yunde Jia and Yun Fu, Interactive Phrases: Semantic Descriptions for Human Interaction Recognition, IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), Volume:, Issue:, Page(s):, 2014.

[J-03]      Ya Su, Sheng Li, Shengjin Wang, and  Yun Fu, Submanifold Decomposition, IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), Volume:, Issue:, Page(s):, 2014.

[J-04]      Ming Shao, Dmitry Kit, and Yun Fu, Generalized Transfer Subspace Learning through Low-Rank Constraint, International Journal of Computer Vision (IJCV), Volume:, Issue:, Page(s):, 2014.

[J-05]      Yuan Yao and Yun Fu, Contour Model based Hand-Gesture Recognition Using Kinect Sensor, IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), Volume:, Issue:, Page(s):, 2014.

[J-06]      Liangyue Li, Sheng Li and Yun Fu, Learning Low-Rank and Discriminative Dictionary for Image Classification, Image and Vision Computing (IVC), 2014. (invited for special issue on The Best of Face and Gesture 2013)

[J-07]      Xu Zhao, Xiong Li, Zhe Wu, Yun Fu, and Yuncai Liu, Multiple Subcategories Parts-Based Representation for One Sample Face Identification, IEEE Transactions on Information Forensics and Security (T-IFS), Volume: 8, Issue: 10, Page(s): 1654-1664, 2013.

[J-08]      Siyu Xia, Ming Shao, Jiebo Luo, and Yun Fu, Understanding Kin Relationships in a Photo, IEEE Transactions on Multimedia (T-MM), Volume: 14, Issue: 4, Page(s): 1046-1056, 2012.

[J-09]      Junsong Yuan, Gangqiang Zhao, Yun Fu, Zhu Li, Aggelos K. Katsaggelos, and Ying Wu, Discovering Thematic Objects in Images and Videos, IEEE Transactions on Image Processing (T-IP), Volume: 21, Issue: 4, Page(s): 2207-2219, 2012.

[J-10]      Ya Su, Yun Fu, Xinbo Gao and Qi Tian, Discriminant Learning through Multiple Principal Angles for Visual Recognition, IEEE Transactions on Image Processing (T-IP), Volume: 21, Issue: 3, Page(s): 1381-1390, 2012.

[J-11]      Xu Zhao, Yun Fu, and Yuncai Liu, Human Motion Tracking by Temporal-Spatial Local Gaussian Process Experts, IEEE Transactions on Image Processing (T-IP), vol. 20, no. 4, pp. 1141-1151, 2011.

[J-12]      Xu Zhao, Kai-Hsiang Lin, Yun Fu, Yuxiao Hu, Yuncai Liu, and Thomas S. Huang, Text from Corners: A Novel Approach to Detect Text and Caption in Videos, IEEE Transactions on Image Processing (T-IP), vol. 20, no. 3, pp. 790-799, 2011.

[J-13]      Yun Fu, Guodong Guo, and Thomas S. Huang, Age Synthesis and Estimation via Faces: A Survey, IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), vol. 32 no. 11, pp. 1955-1976, 2010.

[J-14]      Xu Zhao, Yun Fu, Huazhong Ning, Yuncai Liu, and Thomas S. Huang, Human Pose Regression through Multiview Visual Fusion, IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), vol. 20, no. 7, pp. 957-966, 2010.

[J-15]      Bin Cheng, Jianchao Yang, Shuicheng Yan, Yun Fu, and Thomas Huang, Learning with L1-Graph for Image Analysis, IEEE Transactions on Image Processing (T-IP), vol. 19, no. 4, pp. 858-866, 2010.

[J-16]      Jilin Tu, Yun Fu, and Thomas S. Huang, Locating Nose-tips and Estimating Head Pose in Images by Tensorposes, IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), vol. 19, no. 1, pp. 90-102, Jan. 2009.

[J-17]      Shuicheng Yan, Huan Wang, Yun Fu, J. Yan, Xiaoou Tang, and  Thomas S. Huang, Synchronized Submanifold Embedding for Person-Independent Pose Estimation and Beyond, IEEE Transactions on Image Processing (T-IP), vol.18, no. 1, pp. 202-210, Jan. 2009.

[J-18]      Yun Fu, Shuicheng Yan, and Thomas S. Huang, Correlation Metric for Generalized Feature Extraction, IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), vol. 30, no. 12, pp. 2229-2235, Dec. 2008.

[J-19]      Yun Fu, Zhu Li, Junsong Yuan, Ying Wu, and Thomas S. Huang, Locality vs. Globality: Query-Driven Localized Linear Models for Facial Image Computing, IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), vol. 18,  no. 12,  pp: 1741-1752, Dec. 2008.

[J-20]      Hao Tang, Yun Fu, Jilin Tu, Thomas S. Huang, and Mark Hasegawa-Johnson, Humanoid Audio-Visual Avatar with Emotive Text-To-Speech Synthesis, IEEE Transactions on Multimedia (T-MM), vol. 10, no. 6, pp. 969-981, Oct. 2008.

[J-21]      Guodong Guo, Yun Fu, Thomas S. Huang, and Charles R. Dyer, Image-based Human Age Estimation by Manifold Learning and Locally Adjusted Robust Regression, IEEE Transactions on Image Processing (T-IP), vol. 17, no. 7, pp. 1178-1188, 2008.

[J-22]      Yun Fu and Thomas S. Huang, Human Age Estimation with Regression on Discriminative Aging Manifold, IEEE Transactions on Multimedia (T-MM), vol. 10, no. 4, pp. 578-584, 2008. (Received a lot of public attention lately.)

[J-23]      Yun Fu and Thomas S. Huang, Image Classification Using Correlation Tensor Analysis, IEEE Transactions on Image Processing (T-IP), vol. 17, no. 2, pp. 226-234, Feb. 2008.

[J-24]      Yun Fu, Shuicheng Yan, and Thomas S. Huang, Classification and Feature Extraction by Simplexization, IEEE Transactions on Information Forensics and Security (T-IFS), vol. 3, no. 1, pp. 91-100, Mar. 2008.

[J-25]      Yun Fu, Renxiang Li, Thomas S. Huang, and Mike Danielsen, Real-Time Multimodal Human-Avatar Interaction, IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), vol. 18, no. 4, pp. 467-477, Apr. 2008.

[J-26]      Yun Fu, Zhu Li, Thomas S. Huang, and Aggelos K. Katsaggelos, Locally Adaptive Subspace and Similarity Metric Learning for Visual Clustering and Retrieval, Computer Vision and Image Understanding (CVIU), Special Issue on Similarity Matching in Computer Vision and Multimedia, vol. 110, no. 3, pp. 390-402, 2008. (Acceptance Rate: 8/98=8.16%)

[J-27]      Yun Fu and Nanning Zheng, M-Face: An Appearance-Based Photorealistic Model for Multiple Facial Attributes Rendering, IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), vol. 16, no. 7, pp. 830-842, Jul. 2006.

[J-28]      Zhihong Zeng, Yun Fu, Glenn I. Roisman, Zhen Wen, Yuxiao Hu and Thomas S. Huang, One-Class Classification for Spontaneous Facial Expression Analysis, Journal of Multimedia (JMM), vol.1, no. 5, pp. 1-8, 2006. (Invited Paper)

[J-29]      Yuexin Zhu, Yun Fu, Zongze Wu, and Nanning Zheng, A JPEG2000 Optimized Bit-Plane Scanning Method Based on Multilevel Query Table, Acta Electronica Sinica, vol. 32, no. 5, pp. 810-813, 2004.

[J-30]      Nanning Zheng, Yun Fu, Ting Zhang, and Feng Zhuo, Facial Expression Transformation, Aging and Invisible View Reconstruction (I), Acta Electronica Sinica, vol. 31, no. 12A, pp. 1955-1962, 2003.

[J-31]      Yun Fu, Nanning Zheng, and Ting Zhang, Facial Expression Transformation, Aging and Invisible View Reconstruction (II), Acta Electronica Sinica, vol. 31, no. 12A, pp. 1963-1970, 2003.

Conference Papers

[C-01]      Sheng Li and Yun Fu, Robust Subspace Discovery through Supervised Low-Rank Constraints, SIAM International Conference on Data Mining (SDM), 2014 (Oral Presentation [Best Paper Award] 1 out of 384)

[C-02]      Chengcheng Jia, Guoqiang Zhong, and Yun Fu, Low-Rank Tensor Completion with Discriminant Analysis for Action Classification, Twenty-Eighth AAAI Conference on Artificial Intelligence (AAAI), 2014 (Oral Presentation)

[C-03]      Zhengming Ding, Ming Shao, and Yun Fu, Latent Low-Rank Bi-Directional Transfer Subspace Learning, Twenty-Eighth AAAI Conference on Artificial Intelligence (AAAI), 2014

[C-04]      Sheng Li, Ming Shao and Yun Fu, Locality Linear Fitting One-class SVM with Low-Rank Constraints for Outlier Detection, International Joint Conference on Neural Networks (IJCNN), 2014 (Oral Presentation)

[C-05]      Dmitry Kit, Yu Kong and Yun Fu, Location Aware Self-Organizing Map for Discovering Similar and Unique Visual Features of Geographical Locations, International Joint Conference on Neural Networks (IJCNN), 2014 (Oral Presentation)

[C-06]      Ming Shao, Sheng Li, Tongliang Liu, Dacheng Tao, Thomas S. Huang, and Yun Fu, Learning Relative Features through Adaptive Pooling for Image Classification, IEEE International Conference on Multimedia and Expo (ICME), 2014 (Oral Presentation)

[C-07]      Shuyang Wang, Jinzheng Sha, Huaiyu Wu, and Yun Fu, Hierarchical Facial Expression Animation by Motion Capture Data, IEEE International Conference on Multimedia and Expo (ICME), 2014

[C-08]      Mohammad Soleymani, Sadjad Asghari-Esfeden, Maja Pantic, and Yun Fu, Continuous Emotion Detection using EEG Signals and Facial Expressions, IEEE International Conference on Multimedia and Expo (ICME), 2014 (Oral Presentation)

[C-09]      Sheng Li and Yun Fu, Low-Rank Coding with b-Matching Constraint for Semi-supervised Classification, International Joint Conference on Artificial Intelligence (IJCAI), 2013

[C-10]      Ming Shao, Liangyue Li, and Yun Fu, Predicting Professions through Probabilistic Model under Social Context, Twenty-Seventh AAAI Conference on Artificial Intelligence (AAAI), 2013

[C-11]      Ming Shao, Liangyue Li, and Yun Fu, What Do You Do? Recognize Occupations in a Photo via Social Context, International Conference on Computer Vision (ICCV), 2013

[C-12]      Ming Shao, Yizhe Zhang, Edward Wong and Yun Fu, Random Faces Guided Sparse Many-to-One Encoder for Pose-Invariant Face Recognition, International Conference on Computer Vision (ICCV), 2013

[C-13]      Xu Zhao, Yuncai Liu and Yun Fu, Exploring Discriminative Pose Sub-Patterns for Effective Action Classification, ACM Multimedia (MM), 2013 [Full Paper]

[C-14]      Liangyue Li, Sheng Li, and Yun Fu, Discriminative Dictionary Learning with Low-Rank Regularization for Face Recognition, IEEE Conference on Automatic Face and Gesture Recognition (FG), 2013 (Oral Presentation, Best Student Paper Honorable Mention Award, Image and Vision Computing Journal special issue on "The Best of Face and Gesture 2013")

[C-15]      Ming Shao and Yun Fu, Hierarchical Hyperlingual-Words for Multi-Modality Face Classification, IEEE Conference on Automatic Face and Gesture Recognition (FG), 2013

[C-16]      Mingbo Ma, Ming Shao, Xu Zhao, and Yun Fu, Prototype Based Feature Learning for Face Image Set Classification, IEEE Conference on Automatic Face and Gesture Recognition (FG), 2013

[C-17]      Gaurav Srivastava, Ming Shao, and Yun Fu, Low-Rank Embedding for Semisupervised Face Classification, IEEE Conference on Automatic Face and Gesture Recognition (FG), 2013

[C-18]      Jie Hu, Yu Kong, and Yun Fu, Behavior Recognition by Learning Structural and Pairwise Mid-level Features Using Random Forest, IEEE Conference on Automatic Face and Gesture Recognition (FG), 2013

[C-19]      Chunxiao Zhou, Jiseong Park, and Yun Fu, Fast Resampling Weighted v-Statistics, Neural Information Processing Systems (NIPS), 2012 (Spotlight Presentation)

[C-20]      Kang Li, Jie Hu, and Yun Fu, Modeling Complex Temporal Composition of Actionlets for Activity Prediction, European Conference on Computer Vision (ECCV), 2012

[C-21]      Yu Kong, Yunde Jia, and Yun Fu, Learning Human Interaction by Interactive Phrases, European Conference on Computer Vision (ECCV), 2012

[C-22]      Kang Li, Sangmin Oh, A. G. Amitha Perera, and Yun Fu, A Videography Analysis Framework for Video Retrieval and Summarization, British Machine Vision Conference (BMVC), 2012. (Oral Presentation)

[C-23]      Zhi Yang, Yu Kong, and Yun Fu, Contour-HOG: A Stub Feature based Level Set Method for Learning Object Contour, British Machine Vision Conference (BMVC), 2012.

[C-24]      Ming Shao, Carlos Castillo, Zhenghong Gu, and Yun Fu, Low-Rank Transfer Subspace Learning, IEEE International Conference on Data Mining series (ICDM), 2012

[C-25]      Siyu Xia, Ming Shao, and Yun Fu, Toward Kinship Verification Using Visual Attributes, IEEE International Conference on Pattern Recognition (ICPR), 2012. (Oral Presentation)

[C-26]      Devansh Arpit, Gaurav Srivastava, and Yun Fu, Locality-constrained Low Rank Coding for Face Recognition, IEEE International Conference on Pattern Recognition (ICPR), 2012. (Oral Presentation)

[C-27]      Zhi Yang, Yu Kong, and Yun Fu, Decomposed Contour Prior for Shape Recognition, IEEE International Conference on Pattern Recognition (ICPR), 2012.

[C-28]      Zhenghong Gu, Ming Shao, Liangyue Li, and Yun Fu, Discriminative Metric: Schatten Norm vs. Vector Norm, IEEE International Conference on Pattern Recognition (ICPR), 2012.

[C-29]      Ya Su, Shengjin Wang, and Yun Fu, Evaluation of Canonical Correlation Analysis: A Correlation Generation Model, IEEE International Conference on Pattern Recognition (ICPR), 2012.

[C-30]      Ya Su, Shengjin Wang, and Yun Fu, Submanifold Decomposition, IEEE International Conference on Pattern Recognition (ICPR), 2012.

[C-31]      Kang Li and Yun Fu, ARMA-HMM: A New Approach for Human Activity Prediction, IEEE International Conference on Pattern Recognition (ICPR), 2012.

[C-32]      Yuan Yao, Yuan Yao, and Yun Fu, Real-Time Hand Pose Estimation from RGB-D Sensor, IEEE International Conference on Multimedia & Expo (ICME), 2012.

[C-33]      Wei Chen, Ming Shao, and Yun Fu, Fast Low-Rank Approximation for Large Graph, IEEE International Conference on Data Mining (ICDM), Workshop on Large Scale Visual Analytics, 2011. (Oral Presentation)

[C-34]      Pradipto Das, Rohini Srihari and Yun Fu, Simultaneous Joint and Conditional Modeling of Documents Tagged from Two Perspectives, ACM Conference on Information and Knowledge Management (CIKM), 2011. (Full paper, Oral Presentation, Acceptance Rate: 15%)

[C-35]      Ming Shao, Siyu Xia and Yun Fu, Genealogical Face Recognition based on UB KinFace Database, IEEE CVPR Workshop on Biometrics (CVPR11 BIOM), 2011. (Oral Presentation)

[C-36]      Siyu Xia, Ming Shao and Yun Fu, Kinship Verification through Transfer Learning, International Joint Conferences on Artificial Intelligence (IJCAI), pp. 2539-2544, 2011.

[C-37]      A. Perera, S. Oh, M. Leotta, I. Kim, B. Byun, C.-H. Lee, S. McCloskey, J. Liu, B. Miller, Z. F. Huang, A. Vahdat, W. Yang, G. Mori, K. Tang, D. Koller, L. Fei-Fei, K. Li, G. Chen, J. J. Corso, Y. Fu, and R. K. Srihari. GENIE TRECVID2011 multimedia event detection: Late-fusion approaches to combine multiple audio-visual features. In NIST TRECVID Workshop, 2011.

[C-38]      Anurag Bhardwaj, Achint Thomas, Yun Fu and Venu Govindaraju, Retrieving Handwriting Styles: A Content Based Approach to Handwritten Document Retrieval, The 2nd International Conference on Frontiers in Handwriting Recognition (ICFHR10), Kolkota, India, Nov. 2010. (Oral Presentation)

[C-39]      Werner Ceusters, Jason Corso, Yun Fu, Michalis Petropoulos, and Venkat Krovi, Introducing Ontological Realism for Semi-Supervised Detection and Annotation of Operationally Significant Activity in Surveillance Videos, The Fifth International Conference on Semantic Technologies for Intelligence, Defense, and Security (STIDS10), Fairfax, VA, October 27-28, 2010. (Oral Presentation)

[C-40]      Xiong Li, Xu Zhao, Yun Fu, and Yuncai Liu, Bimodal Gender Recognition from Face and Fingerprint, IEEE Conference on Computer Vision and Pattern Recognition (IEEE CVPR10), 2010.

[C-41]      Zhen Li, Yun Fu, and Thomas S. Huang, A Robust Framework for Multiview Age Estimation, IEEE International Workshop on Analysis and Modeling of Faces and Gestures (CVPR10-AMFG), 2010. (Oral Presentation)

[C-42]      Yan Zhu, Xu Zhao, Yun Fu, and Yuncai Liu, Sparse Coding on Local Spatial-Temporal Volumes for Human Action Recognition, The 10th Asian Conference on Computer Vision (ACCV10), 2010.

[C-43]      Xiong Li, Xu Zhao, Huanxi Liu, Yun Fu, and Yuncai Liu, Multimodality Gender Estimation using Bayesian Hierarchical Model, IEEE International Conference on Acoustics, Speech, and Signal Processing (IEEE ICASSP10), 2010. (Oral Presentation)

[C-44]      Ya Su, Yun Fu, Qi Tian, and Xinbo Gao, Cross-Database Age Estimation based on Transfer Learning, IEEE International Conference on Acoustics, Speech, and Signal Processing (IEEE ICASSP10), 2010.

[C-45]      Yuxiao Hu, Yun Fu, Usman Tariq, and Thomas S. Huang, Subjective Experiments on Gender and Ethnicity Recognition from Different Face Representations, The 16th Intl Conf on Mutli-Media Modeling (MMM), 2010. (Oral Presentation)

[C-46]      Xiong Li, Xu Zhao, Yun Fu, and Yuncai Liu, Weak Metric Learning for Feature Fusion towards Perception-Inspired Object Recognition, The 16th Intl Conf on Mutli-Media Modeling (MMM), 2010. (Oral Presentation)

[C-47]      Mert Dikmen, Dennis J. Lin, Andrey Del Pozo, Liang Liang Cao, Yun Fu, and Thomas S. Huang, A Study on Sampling Strategies in Space-Time Domain for Recognition Applications, The 16th Intl Conf on Mutli-Media Modeling (MMM), 2010. (Oral Presentation)

[C-48]      Guodong Guo, Guowang Mu, Yun Fu, Charles Dyer, and Thomas S. Huang, A Study on Automatic Age Estimation using a Large Database, IEEE International Conference on Computer Vision (IEEE ICCV09), 2009.

[C-49]      Guodong Guo, Yun Fu, Thomas S. Huang, Human Age Estimation Using Bio-inspired Features, IEEE Conference on Computer Vision and Pattern Recognition (IEEE CVPR09), 2009.

[C-50]      Guodong Guo Charles R. Dyer, Yun Fu, and Thomas S. Huang, Is Gender Recognition Affected by Age?, IEEE International Conference on Computer Vision (IEEE ICCV09), Workshop on Human Computer Interaction (HCI), 2009.

[C-51]      Xu Zhao, Yun Fu, Yuncai Liu, and Thomas S. Huang, Temporal-Spatial Local Gaussian Process Experts for Human Pose Estimation , The Ninth Asian Conference on Computer Vision (IEEE ACCV09), 2009. (Oral Presentation) (Acceptance Rate: 36/670=5.37%)

[C-52]      Guodong Guo, Guowang Mu, Yun Fu, and Alade Tokuta, Gender from Body: A Biologically-Inspired Approach with Manifold Learning, The Ninth Asian Conference on Computer Vision (IEEE ACCV09), 2009.

[C-53]      Jie Xiao, Yun Fu, Yijuan Lu, Qi Tian, Refining Image Retrieval Using One-Class Classification, IEEE International Conference on Multimedia & Expo (IEEE ICME09), 2009. (Oral Presentation)

[C-54]      Jianchao Yang, Shuicheng Yan, Yun Fu, Xuelong Li, and Thomas S. Huang, Non-Negative Graph Embedding, IEEE Conference on Computer Vision and Pattern Recognition (IEEE CVPR08), Mar. 2008. (Oral Presentation) (Acceptance Rate: 63/1593=4%)

[C-55]      Guodong Guo, Yun Fu, Thomas S. Huang, and Charles R. Dyer, A Probabilistic Fusion Approach to Human Age Prediction, IEEE Conference on CVPR08--SLAM Workshop, Mar. 2008. (Oral Presentation)

[C-56]      Yun Fu and Thomas S. Huang, Correlation Embedding Analysis, IEEE International Conference on Image Processing (IEEE ICIP08), 2008. (Oral Presentation)

[C-57]      Yun Fu, Liangliang Cao, Guodong Guo, and Thomas S. Huang, Multiple Feature Fusion by Subspace Learning, ACM International Conference on Image and Video Retrieval (ACM CIVR08), pp. 127-134, 2008. (Invited Paper and Oral Presentation)

[C-58]      Yun Fu, Shuicheng Yan, and Thomas S. Huang, Discriminant Simplex Analysis, IEEE Intl Conference on Acoustics, Speech, and Signal Processing (IEEE ICASSP08), pp. 3333-3336, 2008. (Oral Presentation)

[C-59]      Guodong Guo, Yun Fu, Charles R. Dyer, and Thomas S. Huang, Head Pose Estimation: Classification or Regression?, IAPR International Conference on Pattern Recognition (IAPR ICPR08), Aug. 2008.

[C-60]      Liangliang Cao, Mert Dikmen, Yun Fu and Thomas S. Huang, Gender Recognition from Body, The ACM Multimedia (ACM MM08), Aug. 2008.

[C-61]      Zhu Li, Yun Fu, Shuicheng Yan and Thomas S. Huang, Real-Time Human Action Recognition by Luminance Field Trajectory Analysis, The ACM Multimedia (ACM MM08), Aug. 2008.

[C-62]      Hao Tang, Yuxiao Hu, Yun Fu, Mark Hasegawa-Johnson and Thomas S. Huang, Real-Time Conversion from a Single 2D Face Image to a 3D Text-Driven Emotive Audio-Visual AVATAR, IEEE International Conference on Multimedia & Expo (IEEE ICME08), pp. 1205-1208, 2008. (Oral Presentation)

[C-63]      Ranga C. Gudivada, Yun Fu, Anil G. Jegga, Long J. Lu, Xiaoyan A. Qu, Marepalli Rao, Eric K. Neumann, and Bruce J. Aronow, Mining Human Phenome to Investigate Modularity of Complex Disorders, 2008 AMIA Summit on Translational Bioinformatics, 2008. (Oral Presentation)

[C-64]      Ming Liu, Yun Fu, and Thomas S. Huang, An Audio-Visual Fusion Framework with Joint Dimensionality Reduction, IEEE Intl Conference on Acoustics, Speech, and Signal Processing (IEEE ICASSP08), pp. 4437-4440, 2008.

[C-65]      Chunxiao Zhou, Yuxiao Hu, Yun Fu, Huixia Wang, Yongmei M. Wang, and Thomas S. Huang, 3D Face Analysis for Distinct Features using Statistical Randomization, IEEE Intl Conference on Acoustics, Speech, and Signal Processing (IEEE ICASSP08), pp. 981-984, 2008.

[C-66]      Ming Liu, Shuicheng Yan, Yun Fu, and Thomas S. Huang, Flexible X-Y Patches for Face Recognition, IEEE International Conference on Acoustics, Speech, and Signal Processing (IEEE ICASSP08), pp. 2113-2116, 2008.

[C-67]      Guodong Guo, Yun Fu, Thomas S. Huang, and Charles R. Dyer, Locally Adjusted Robust Regression for Human Age Estimation, IEEE Workshop on Application of Computer Vision (IEEE WACV08), 2008. (Oral Presentation)

[C-68]      Jilin Tu, Yun Fu, Alexandar Ivanov, Xun Xu, Li Fei-fei,  and Thomas S. Huang, Variational Transform Invariant Mixture of Probabilisitic PCA, IEEE Workshop on Application of Computer Vision (IEEE WACV08), 2008.

[C-69]      Hao Tang, Yun Fu, Jilin Tu, Thomas S. Huang, Mark Hasegawa-Johnson, EAVA: A 3D Emotive Audio-Visual Avatar, IEEE Workshop on Application of Computer Vision (IEEE WACV08), 2008.

[C-70]      Yun Fu, Ming Liu, and Thomas S. Huang, Conformal Embedding Analysis with Local Graph Modeling on the Unit Hypersphere, IEEE Conference on CVPR07, The 1st Workshop on Component Analysis (IEEE CVPR07-CA), 2007. (Oral Presentation)

[C-71]      Yun Fu, Zhu Li, Xi Zhou, and Thomas S. Huang, LAPLACIAN Affinity Propagation for Semi-Supervised Object Classification, IEEE International Conference on Image Processing (IEEE ICIP07), pp. 189-192, 2007. (Oral Presentation)

[C-72]      Yun Fu, Junsong Yuan, Zhu Li, Thomas S. Huang, and Ying Wu, Query-Driven Locally Adaptive Fisher Faces and Expert-Model for Face Recognition, IEEE International Conference on Image Processing (IEEE ICIP07), pp. 141-144, 2007. (Oral Presentation)

[C-73]      Junsong Yuan, Zhu Li, Yun Fu, Ying Wu, and Thomas S. Huang, Common Spatial Pattern Discovery by Efficient Candidate Pruning, IEEE International Conference on Image Processing (IEEE ICIP07), pp. 165-168, 2007. (Oral Presentation)

[C-74]      Yun Fu, Xi Zhou, Ming Liu, Mark Hasegawa-Johnson, and Thomas S. Huang, Lipreading by Locality Discriminant Graph, IEEE International Conference on Image Processing (IEEE ICIP07), pp. 325-328, 2007.

[C-75]      Shuicheng Yan, Zhenqiu Zhang, Yun Fu, Yuxiao Hu, Jilin Tu, and Thomas S. Huang, Learning a Person-Independent Representation for Precise 3D Pose Estimation, CLEAR07 Evaluation Workshop, 2007. (Rank NO. 1 in the evaluation and Oral Presentation)

[C-76]      Yun Fu, Ye Xu, and Thomas S. Huang, Estimating Human Age by Manifold Analysis of Face Pictures and Regression on Aging Features, IEEE International Conference on Multimedia & Expo (IEEE ICME07), pp. 1383-1386, 2007.

[C-77]      Yun Fu, Renxiang Li, Thomas S. Huang, and Mike Danielsen, Real-Time Humanoid Avatar For Multimodal Human-Machine Interaction, IEEE International Conference on Multimedia & Expo (IEEE ICME07), pp. 991-994, 2007.

[C-78]      Zhu Li, Yun Fu, Junsong Yuan, Thomas S. Huang, and Ying Wu, Query Driven Localized Linear Discriminant Models for Head Pose Estimation, IEEE International Conference on Multimedia & Expo (IEEE ICME07), pp. 1810-1813, 2007. ICME 07 Best Paper Candidate from HCI Track (Oral Presentation) (Acceptance Rate: 16%)

[C-79]      Xi Zhou, Yun Fu, Ming Liu, Mark Hasegawa-Johnson, and Thomas S. Huang, Robust Analysis and Weighting on MFCC Components for Speech Recognition and Speaker Identification, IEEE International Conference on Multimedia & Expo (IEEE ICME07), pp. 188-191, 2007.

[C-80]      Yun Fu and Thomas S. Huang, hMouse: Head Tracking Driven Virtual Computer Mouse, IEEE Workshop on Application of Computer Vision (IEEE WACV07), 2007. UIUC Graduate College Conference Travel Grant (Oral Presentation) (Acceptance Rate: 22/106=20.75%)

[C-81]      Yun Fu and Thomas S. Huang, Unsupervised Locally Embedded Clustering For Automatic High-Dimensional Data Labeling, IEEE Intl Conference on Acoustics, Speech, and Signal Processing (IEEE ICASSP07), pp. 1057-1060, 2007.

[C-82]      Yuxiao Hu, Zhenqiu Zhang, Xun Xu, Yun Fu, and Thomas S. Huang, Building Large Scale 3D Face Database for Face Analysis, International Workshop on Multimedia Content Analysis and Mining (MCAM07), in Multimedia Content Analysis and Mining, N. Sebe, Y. Liu, Y. Zhuang, and T.S. Huang (Eds.), LNCS 4577, pp. 343-350, 2007.

[C-83]      Yun Fu and Thomas S. Huang, Graph Embedded Analysis for Head Pose Estimation, The IEEE Conference Series on Automatic Face and Gesture Recognition (IEEE FG06), pp. 3-8, 2006. (Oral Presentation) (Acceptance Rate: 29/186=15.6%)

[C-84]      Zhihong Zeng, Yun Fu, Glenn I. Roisman, Zhen Wen,Yuxiao Hu, Thomas S. Huang, One-Class Classification for Spontaneous Facial Expression Analysis, The IEEE Conference Series on Automatic Face and Gesture Recognition (IEEE FG06), pp. 281-286, 2006.

[C-85]      Huazhong Ning, Tony X. Han, Yuxiao Hu, Zhenqiu Zhang, Yun Fu, and Thomas S. Huang, A Realtime Shrug Detector, The IEEE Conference Series on Automatic Face and Gesture Recognition (IEEE FG06), pp. 505-510, 2006. (Received a lot of public attention.)

[C-86]      Jilin Tu, Yun Fu, Yuxiao Hu and Thomas S. Huang, Evaluation of Head Pose Estimation for Studio Data, CLEAR06 Evaluation Workshop, in Multimodal Technologies for Perception of Humans, R. Stiefelhagen and J. Garofolo (Eds.), LNCS 4122, pp. 281-290, 2007.

[C-87]      Zhihong Zeng, Yuxiao Hu, Glenn I. Roisman, Zhen Wen, Yun Fu and Thomas S. Huang, Audio-Visual Emotion Recognition in Adult Attachment Interview, The Eighth International Conference on Multimodal Interfaces (IEEE ICMI06), pp. 139-145, 2006

[C-88]      Zhihong Zeng, Yuxiao Hu, Ming Liu, Yun Fu, and Thomas S. Huang, Training Combination Strategy of Multi-stream Fused Hidden Markov Model for Audio-visual Affect Recognition, The ACM Multimedia (ACM MM06), pp. 65-68, 2006.

[C-89]      Yun Fu, Merging Ratio Images Based Realistic Object Class Re-Rendering, IEEE International Conference on Image Processing (IEEE ICIP04), pp. 3523-3526, 2004.

[C-90]      Yun Fu, Nanning Zheng, Jianyi Liu, and Ting Zhang, Facetransfer: A System Model of Facial Image Rendering, IEEE International Conference on Systems, Man & Cybernetics (IEEE SMC04), pp. 2180-2185, 2004.

[C-91]      Yun Fu and Nanning Zheng, Image-Based Photorealistic Fusion Model of Multi Facial Object Class, The Fifth National Conference on Computer Graphics (Chinagraph04), pp. 210-217, 2004. (Oral Presentation) (in Chinese)

[C-92]      Yun Fu and Nanning Zheng, The Network Simulator NS-2 Basics and the LAN Simulation, National Conference on the System Simulation Technology & Application (SSTA02), vol. 4, pp.1-9, 2002. (Keynote Speech) (in Chinese)

Technical Reports

[R-01]      Yun Fu and Thomas S. Huang, Locally Linear Embedded Eigenspace Analysis, IFP-TR, UIUC, Jan. 2005. http://www.ifp.uiuc.edu/~yunfu2/papers/LEA-Yun05.pdf 

[R-02]      Jilin Tu, Yun Fu, Alexandar Ivanov, Xun Xu, Li Fei-fei,  and Thomas S. Huang, Joint Clustering with Appearance, Space and Time Affinity Using Variational Message Passing, IFP-TR, UIUC, Jul. 2007.

[R-03]      Yun Fu and Thomas S. Huang, hMouse: Head Controlled Camera Mouse via Real-Time Visual Tracking, IFP-TR, UIUC, 2007. (IdeaBounce Competition Winner Prize, UIUC)

[R-04]      Yun Fu, Jilin Tu, Shuicheng Yan, and Thomas S. Huang, Locally Embedded Analysis: Theoretical Analysis and Its Applications for Head Pose Estimation, IFP-TR, UIUC, 2006.

[R-05]      Ming Liu, Shuicheng Yan, Yun Fu, and Thomas S. Huang, Comprehensive Study of Face Recognition by X-Y Patches, IFP-TR, UIUC, 2008.

Patents

[P-01]      Methods and Apparatus for Selecting Avatar to Serve User from Different Groups Based on Visual Appearance Analysis

Inventors: Richard (Renxiang) Li, Dongge Li, and Yun Fu

Multimedia Research Lab (MRL), Motorola Labs, USA

Status: Filed, 2006

Last Update: 9-18-2012, Copyright 2004~2012, Raymond Fu, All Rights Reserved