Baback Moghaddam

S. George Djorgovski, Ashish Mahabal, Ciro Donalek, Matthew J. Graham, Andrew J. Drake, Baback Moghaddam, Mike Turmon: Flashes in a star stream: Automated classification of astronomical transient events. eScience 2012: 1-8

Gregory Shakhnarovich, Baback Moghaddam: Face Recognition in Subspaces. Handbook of Face Recognition 2011: 19-49

S. George Djorgovski, Ciro Donalek, Ashish Mahabal, Baback Moghaddam, Mike Turmon, Matthew J. Graham, Andrew J. Drake, Nihar Sharma, Yutong Chen: Towards an Automated Classification of Transient Events in Synoptic Sky Surveys. CIDU 2011: 174-188

Baback Moghaddam, Benjamin M. Marlin, Mohammad Emtiyaz Khan, Kevin P. Murphy: Accelerating Bayesian Structural Inference for Non-Decomposable Gaussian Graphical Models. NIPS 2009: 1285-1293

Baback Moghaddam, Yair Weiss, Shai Avidan: Generalized spectral bounds for sparse LDA. ICML 2006: 641-648

Kuang-Chih Lee, Baback Moghaddam: A Practical Face Relighting Method for Directional Lighting Normalization. AMFG 2005: 155-169

Jinho Lee, Baback Moghaddam, Hanspeter Pfister, Raghu Machiraju: A Bilinear Illumination Model for Robust Face Recognition. ICCV 2005: 1177-1184

Baback Moghaddam, Yair Weiss, Shai Avidan: Spectral Bounds for Sparse PCA: Exact and Greedy Algorithms. NIPS 2005

Jinho Lee, Hanspeter Pfister, Baback Moghaddam, Raghu Machiraju: Estimation of 3D Faces and Illumination from Single Photographs Using A Bilinear Illumination Model. Rendering Techniques 2005: 73-82

Baback Moghaddam, Qi Tian, Neal Lesh, Chia Shen, Thomas S. Huang: Visualization and User-Modeling for Browsing Personal Photo Libraries. International Journal of Computer Vision 56(1-2): 109-130 (2004)

Shaohua Kevin Zhou, Rama Chellappa, Baback Moghaddam: Visual tracking and recognition using appearance-adaptive models in particle filters. IEEE Transactions on Image Processing 13(11): 1491-1506 (2004)

Jinho Lee, Baback Moghaddam, Hanspeter Pfister, Raghu Machiraju: Finding Optimal Views for 3D Face Shape Modeling. FGR 2004: 31-36

Shaohua Kevin Zhou, Rama Chellappa, Baback Moghaddam: Intra-Personal Kernel Space for Face Recognition. FGR 2004: 235-240

Baback Moghaddam, Jinho Lee, Hanspeter Pfister, Raghu Machiraju: Model-Based 3D Face Capture with Shape-from-Silhouettes. AMFG 2003: 20-27

Baback Moghaddam, David Guillamet, Jordi Vitrià: Local Appearance-Based Models using High-Order Statistics of Image Features. CVPR (1) 2003: 729-735

Jinho Lee, Baback Moghaddam, Hanspeter Pfister, Raghu Machiraju: Silhouette-Based 3D Face Shape Recovery. Graphics Interface 2003: 21-30

David Guillamet, Baback Moghaddam, Jordi Vitrià: Modeling High-Order Dependencies in Local Appearance Models. IbPRIA 2003: 308-316

David Guillamet, Baback Moghaddam, Jordi Vitrià: Higher-order dependencies in local appearance models. ICIP (1) 2003: 213-216

Shaohua Kevin Zhou, Rama Chellappa, Baback Moghaddam: Adaptive visual tracking and recognition using particle filters. ICME 2003: 349-352

Baback Moghaddam, Ming-Hsuan Yang: Learning Gender with Support Faces. IEEE Trans. Pattern Anal. Mach. Intell. 24(5): 707-711 (2002)

Baback Moghaddam: Principal Manifolds and Probabilistic Subspaces for Visual Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 24(6): 780-788 (2002)

Qi Tian, Baback Moghaddam, Thomas S. Huang: Visualization, Estimation and User-Modeling for Interactive Browsing of Image Libraries. CIVR 2002: 7-16

Gregory Shakhnarovich, Paul A. Viola, Baback Moghaddam: A Unified Learning Framework for Real Time Face Detection and Classification. FGR 2002: 16-26

Baback Moghaddam, Qi Tian, Neal Lesh, Chia Shen, Thomas S. Huang: PDH: a human-centric interface for image libraries. ICME (1) 2002: 901-904

Baback Moghaddam, Xiang Zhou: Factorized Local Appearance Models. ICPR (3) 2002: 553-556

David Guillamet, Baback Moghaddam: Joint Distribution of Local Image Features for Appearance Modeling. MVA 2002: 346-349

Baback Moghaddam, Gregory Shakhnarovich: Boosted Dyadic Kernel Discriminants. NIPS 2002: 745-752

Baback Moghaddam, Chahab Nastar, Alex Pentland: A Bayesian similarity measure for deformable image matching. Image Vision Comput. 19(5): 235-244 (2001)

Baback Moghaddam, Henning Biermann, Dimitris Margaritis: Regions-of-Interest and Spatial Layout for Content-Based Image Retrieval. Multimedia Tools Appl. 14(2): 201-210 (2001)

Baback Moghaddam, Chahab Nastar, Alex Pentland: Bayesian Face Recognition with Deformable Image Models. ICIAP 2001: 26-35

Xiang Sean Zhou, Baback Moghaddam, Thomas S. Huang: ICA-based probabilistic local appearance models. ICIP (1) 2001: 161-164

Baback Moghaddam, Qi Tian, Thomas S. Huang: Spatial Visualization For Content-Based Image Retrieval. ICME 2001

Qi Tian, Baback Moghaddam, Thomas S. Huang: Display Optimization for Image Browsing. MDIC 2001: 167-178

Baback Moghaddam, Tony Jebara, Alex Pentland: Bayesian face recognition. Pattern Recognition 33(11): 1771-1782 (2000)

Baback Moghaddam, Ming-Hsuan Yang: Gender Classification with Support Vector Machines. FG 2000: 306-313

Ming-Hsuan Yang, Baback Moghaddam: Gender Classification Using Support Vector Machines. ICIP 2000: 471-474

Baback Moghaddam, Henning Biermann, Dimitris Margaritis: Image Retrieval with Local and Spatial Queries. ICIP 2000: 542-545

Ming-Hsuan Yang, Baback Moghaddam: Support Vector Machines for Visual Gender Classification. ICPR 2000: 5115-5118

Baback Moghaddam, Ming-Hsuan Yang: Sex with Support Vector Machines. NIPS 2000: 960-966

Baback Moghaddam: Principal Manifolds and Bayesian Subspaces for Visual Recognition. ICCV 1999: 1131-1136

Baback Moghaddam, Alex Pentland: Bayesian Image Retrieval in Biometric Databases. ICMCS, Vol. 2 1999: 610-615

Baback Moghaddam, Wasiuddin Wahid, Alex Pentland: Beyond Eigenfaces: Probabilistic Matching for Face Recognition. FG 1998: 30-35

Baback Moghaddam, Tony Jebara, Alex Pentland: Bayesian Modeling of Facial Similarity. NIPS 1998: 910-916

Chahab Nastar, Baback Moghaddam, Alex Pentland: Flexible Images: Matching and Recognition Using Learned Deformations. Computer Vision and Image Understanding 65(2): 179-191 (1997)

Baback Moghaddam, Alex Pentland: Probabilistic Visual Learning for Object Representation. IEEE Trans. Pattern Anal. Mach. Intell. 19(7): 696-710 (1997)

Trevor Darrell, Baback Moghaddam, Alex Pentland: Active Face Tracking and Pose Estimation in an Interactive Room. CVPR 1996: 67-72

Baback Moghaddam, Chahab Nastar, Alex Pentland: Bayesian face recognition using deformable intensity surfaces. CVPR 1996: 638-645

Chahab Nastar, Baback Moghaddam, Alex Pentland: Generalized Image Matching: Statistical Learning of Physically-Based Deformations. ECCV (1) 1996: 589-598

Baback Moghaddam, Alex Pentland: An Automatic System for Model-Based Coding of Faces. Data Compression Conference 1995: 362-370

Baback Moghaddam, Alex Pentland: Probabilistic Visual Learning for Object Detection. ICCV 1995: 786-793

Baback Moghaddam, Alex Pentland: A subspace method for maximum likelihood target detection. ICIP (3) 1995: 512-515