Robust Error Metric Analysis for Noise Estimation in Image Indexing. - Qi Tian 001; Jie Yu 001; Qing Xue; Nicu Sebe; Thomas S. Huang (CVPR Workshops, 2004)

Learning based on kernel discriminant-EM algorithm for image classification. - Qi Tian 001; Jie Yu 001; Ying Wu 001; Thomas S. Huang (ICASSP (5), 2004)

Toward an improved error metric. - Qi Tian 001; Qing Xue; Jie Yu 001; Nicu Sebe; Thomas S. Huang (ICIP, 2004)

Parameterized discriminant analysis for image classification. - Qi Tian 001; Jie Yu 001; Ting Rui; Thomas S. Huang (ICME, 2004)

A new analysis of the value of unlabeled data in semi-supervised learning for image retrieval. - Qi Tian 001; Jie Yu 001; Qing Xue; Nicu Sebe (ICME, 2004)

Boosting Multiple Classifiers Constructed by Hybrid Discriminant Analysis. - Qi Tian 001; Jie Yu 001; Thomas S. Huang (Multiple Classifier Systems, 2005)

Self-supervised learning based on discriminative nonlinear features for image classification. - Qi Tian 001; Ying Wu 001; Jie Yu 001; Thomas S. Huang (Pattern Recognit., 2005)

Toward Robust Distance Metric Analysis for Similarity Estimation. - Jie Yu 001; Qi Tian 001; Jaume Amores; Nicu Sebe (CVPR (1), 2006)

Constructing Descriptive and Discriminant Features for Face Classification. - Jie Yu 001; Qi Tian 001 (ICASSP (2), 2006)

A New Study on Distance Metrics as Similarity Measurement. - Jie Yu 001; Jaume Amores; Nicu Sebe; Qi Tian 001 (ICME, 2006)

Toward Intelligent Use of Semantic Information on Subspace Discovery for Image Retrieval. - Jie Yu 001; Qi Tian 001 (ICME, 2006)

Adaptive Discriminant Projection for Content-based Image Retrieval. - Jie Yu 001; Qi Tian 001 (ICPR (4), 2006)

Learning image manifolds by semantic subspace projection. - Jie Yu 001; Qi Tian 001 (ACM Multimedia, 2006)

Two-Dimensional Adaptive Discriminant Analysis. - Yijuan Lu; Jie Yu 001; Nicu Sebe; Qi Tian 001 (ICASSP (1), 2007)

Integrating Relevance Feedback in Boosting for Content-Based Image Retrieval. - Jie Yu 001; Yijuan Lu; Yuning Xu; Nicu Sebe; Qi Tian 001 (ICASSP (1), 2007)

Integrating Discriminant and Descriptive Information for Dimension Reduction and Classification. - Jie Yu 001; Qi Tian 001; Ting Rui; Thomas S. Huang (IEEE Trans. Circuits Syst. Video Technol., 2007)

Leveraging probabilistic season and location context models for scene understanding. - Jie Yu 001; Jiebo Luo 001 (CIVR, 2008)

Recognizing picture-taking environment from satellite images: A feasibility study. - Jiebo Luo 001; Wei Hao; Dale McIntyre; Dhiraj Joshi; Jie Yu 001 (ICPR, 2008)

Event recognition: viewing the world with a third eye. - Jiebo Luo 001; Jie Yu 001; Dhiraj Joshi; Wei Hao (ACM Multimedia, 2008)

Distance Learning for Similarity Estimation. - Jie Yu 001; Jaume Amores; Nicu Sebe; Petia Radeva; Qi Tian 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2008)

Semantic Subspace Projection and Its Applications in Image Retrieval. - Jie Yu 001; Qi Tian 001 (IEEE Trans. Circuits Syst. Video Technol., 2008)

Geo-location inference from image content and user tags. - Andrew C. Gallagher; Dhiraj Joshi; Jie Yu 001; Jiebo Luo 001 (CVPR Workshops, 2009)

Mining Personal Image Collection for Social Group Suggestion. - Jie Yu 001; Xin Jin 001; Jiawei Han 001; Jiebo Luo 001 (ICDM Workshops, 2009)

Connecting people in photo-sharing sites by photo content and user annotations. - Jie Yu 001; Dhiraj Joshi; Jiebo Luo 001 (ICME, 2009)

Enhancing semantic and geographic annotation of web images via logistic canonical correlation regression. - Liangliang Cao; Jie Yu 001; Jiebo Luo 001; Thomas S. Huang (ACM Multimedia, 2009)

Exploring user image tags for geo-location inference. - Dhiraj Joshi; Andrew C. Gallagher; Jie Yu 001; Jiebo Luo 001 (ICASSP, 2010)

iRIN: image retrieval in image-rich information networks. - Xin Jin 001; Jiebo Luo 001; Jie Yu 001; Gang Wang 012; Dhiraj Joshi; Jiawei Han 001 (WWW, 2010)

Social group suggestion from user image collections. - Jie Yu 001; Xin Jin 001; Jiawei Han 001; Jiebo Luo 001 (WWW, 2010)

Using Geotags to Derive Rich Tag-Clouds for Image Annotation. - Dhiraj Joshi; Jiebo Luo 001; Jie Yu 001; Phoury Lei; Andrew C. Gallagher (Social Media Modeling and Computing, 2011)

Geotagging in multimedia and computer vision - a survey. - Jiebo Luo 001; Dhiraj Joshi; Jie Yu 001; Andrew C. Gallagher (Multim. Tools Appl., 2011)

Collection-based sparse label propagation and its application on social group suggestion from photos. - Jie Yu 001; Xin Jin 001; Jiawei Han 001; Jiebo Luo 001 (ACM Trans. Intell. Syst. Technol., 2011)

Inferring photographic location using geotagged web images. - Dhiraj Joshi; Andrew C. Gallagher; Jie Yu 001; Jiebo Luo 001 (Multim. Tools Appl., 2012)

Photo Stream Alignment and Summarization for Collaborative Photo Collection and Sharing. - Jianchao Yang; Jiebo Luo 001; Jie Yu 001; Thomas S. Huang (IEEE Trans. Multim., 2012)

Reinforced Similarity Integration in Image-Rich Information Networks. - Xin Jin 001; Jiebo Luo 001; Jie Yu 001; Gang Wang 012; Dhiraj Joshi; Jiawei Han 001 (IEEE Trans. Knowl. Data Eng., 2013)

Leveraging Knowledge-based Inference for Material Classification. - Jie Yu 001; Sandra Skaff; Liang Peng; Francisco H. Imai (ACM Multimedia, 2015)

Towards temporal adaptive representation for video action recognition. - Junjie Cai; Jie Yu 001; Francisco H. Imai; Qi Tian 001 (ICIP, 2016)