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Face Detection
Head: Henry Schneiderman and Takeo Kanade
Contact: Henry Schneiderman
Mailing address:
Carnegie Mellon University
Robotics Institute
5000 Forbes Avenue
Pittsburgh, PA 15213
Associated center(s) / consortia:
 Vision and Autonomous Systems Center (VASC)
Associated lab(s) / group(s):
 Face Group
Project Homepage
Publications
  • Rotation Invariant Neural Network-Based Face Detection

    Henry Rowley, Shumeet Baluja, and Takeo Kanade
    tech. report CMU-CS-97-201, Computer Science Department, Carnegie Mellon University, December, 1997
    Details | pdf (2MB) | Copyrighted

  • Rotation Invariant Neural Network-Based Face Detection

    Henry Rowley, Shumeet Baluja, and Takeo Kanade
    Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, June, 1998.
    Details | pdf (1MB) | Copyrighted

  • Probabilistic Modeling of Local Appearance and Spatial Relationships for Object Recognition

    Henry Schneiderman and Takeo Kanade
    Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR '98), July, 1998, pp. 45-51.
    Details | pdf (256KB) | Copyrighted

  • Probabilistic Modeling for Face Orientation Discrimination: Learning from Labeled and Unlabeled Data

    Shumeet Baluja
    Neural Information Procesing systems (NIPS '98), 1998.
    Details | pdf (82KB) | Copyrighted

  • Object-Based Image Retrieval using the Statistical Structure of Images

    Derek Hoiem, Rahul Sukthankar, Henry Schneiderman, and Larry Huston
    IEEE Conference on Computer Vision and Pattern Recognition, June, 2004, pp. 490 - 497.
    Details | pdf (561KB) | Copyrighted

  • Object Detection Using the Statistics of Parts

    Henry Schneiderman and Takeo Kanade
    International Journal of Computer Vision, , 2002
    Details | pdf (4MB) | Copyrighted

  • Neural Network-Based Face Detection

    Henry Rowley, Shumeet Baluja, and Takeo Kanade
    Computer Vision and Pattern Recognition '96, June, 1996.
    Details | pdf (452KB) | Copyrighted

  • Neural Network-Based Face Detection

    Henry Rowley, Shumeet Baluja, and Takeo Kanade
    Proceedings of the 1996 DARPA Image Understanding Workshop, February, 1996.
    Details | pdf (773KB) | Copyrighted

  • Neural Network-Based Face Detection

    Henry Rowley, Shumeet Baluja, and Takeo Kanade
    IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 20, No. 1, January, 1998, pp. 23-38.
    Details | pdf (1MB) | Copyrighted

  • Making Templates Rotationally Invariant: An Application to Rotated Digit Recognition

    Shumeet Baluja
    Advances in Neural Information Processing Systems NIPS '99, 1999.
    Details | pdf (537KB) | Copyrighted

  • Learning a Restricted Bayesian Network for Object Detection

    Henry Schneiderman
    IEEE Conference on Computer Vision and Pattern Recognition, June, 2004.
    Details | pdf (568KB) | Copyrighted

  • Learning Statistical Structure for Object Detection

    Henry Schneiderman
    Computer Analysis of Images and Patterns (CAIP), 2003, August, 2003.
    Details | pdf (321KB) | Copyrighted

  • Human Face Detection in Visual Scenes

    Henry Rowley, Shumeet Baluja, and Takeo Kanade
    Advances in Neural Information Processing Systems 8, 1996, pp. 875 - 881.
    Details | pdf (698KB) | Copyrighted

  • Human Face Detection in Visual Scenes

    Henry Rowley, Shumeet Baluja, and Takeo Kanade
    tech. report CMU-CS-95-158R, Computer Science Department, Carnegie Mellon University, November, 1995
    Details | pdf (2MB) | Copyrighted

  • Geometric Context from a Single Image

    Derek Hoiem, Alexei A. Efros, and Martial Hebert
    International Conference of Computer Vision (ICCV), October, 2005, pp. 654 - 661.
    Details | pdf (8MB) | Copyrighted

  • Genetic Algorithms and Explicit Search Statistics

    Shumeet Baluja
    Advances in Neural ndformation Processing Systems (NIPS '96), December, 1996.
    Details | pdf (30KB) | Copyrighted

  • Feature-Centric Evaluation for Efficient Cascaded Object Detection

    Henry Schneiderman
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, 2004.
    Details | pdf (469KB) | Copyrighted

  • Applying Machine Learning for High Performance Named-Entity Extraction

    Shumeet Baluja, Vibhu Mittal, and Rahul Sukthankar
    Pacific Association for Computtational Linguistics, 1999.
    Details | pdf (330KB) | Copyrighted

  • A histogram-based method for detection of faces and cars

    Henry Schneiderman and Takeo Kanade
    Proceedings of the 2000 International Conference on Image Processing (ICIP '00), September, 2000, pp. 504 - 507.
    Details | pdf (437KB) | Copyrighted

  • A Statistical Model for 3D Object Detection Applied to Faces and Cars

    Henry Schneiderman and Takeo Kanade
    IEEE Conference on Computer Vision and Pattern Recognition, June, 2000.
    Details | pdf (474KB) | Copyrighted

  • A Statistical Approach to 3D Object Detection Applied to Faces and Cars

    Henry Schneiderman
    doctoral dissertation, tech. report CMU-RI-TR-00-06, Robotics Institute, Carnegie Mellon University, May, 2000
    Details | pdf (2MB) | Copyrighted