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Publications, Face Detection

Note: This list may not be comprehensive. It contains only those publications in the RI publications database. Entries are listed in reverse chronological order.

• Geometric Context from a Single Image
  D. Hoiem, A.A. Efros, and M. Hebert
  International Conference of Computer Vision (ICCV), IEEE, Vol. 1, October, 2005, pp. 654 - 661. [Abstract]
  Download: pdf [8387 KB] copyrighted

• Feature-Centric Evaluation for Efficient Cascaded Object Detection
  H. Schneiderman
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), IEEE, June, 2004. [Abstract]
  Download: pdf [469 KB] copyrighted

• Learning a Restricted Bayesian Network for Object Detection
  H. Schneiderman
  IEEE Conference on Computer Vision and Pattern Recognition, IEEE, June, 2004. [Abstract]
  Download: pdf [567 KB] copyrighted

• Object-Based Image Retrieval using the Statistical Structure of Images
  D. Hoiem, R. Sukthankar, H. Schneiderman, and L. Huston
  IEEE Conference on Computer Vision and Pattern Recognition, Vol. 2, June, 2004, pp. 490 - 497. [Abstract]
  Download: pdf [561 KB] copyrighted

• Learning Statistical Structure for Object Detection
  H. Schneiderman
  Computer Analysis of Images and Patterns (CAIP), 2003, Springer-Verlag, August, 2003. [Abstract]
  Download: pdf [320 KB] copyrighted

• Object Detection Using the Statistics of Parts
  H. Schneiderman and T. Kanade
  International Journal of Computer Vision, 2002. [Abstract]
  Download: pdf [3828 KB] copyrighted

• A histogram-based method for detection of faces and cars
  H. Schneiderman and T. Kanade
  Proceedings of the 2000 International Conference on Image Processing (ICIP '00), Vol. 3, September, 2000, pp. 504 - 507. [Abstract]
  Download: pdf [437 KB] copyrighted

• A Statistical Model for 3D Object Detection Applied to Faces and Cars
  H. Schneiderman and T. Kanade
  IEEE Conference on Computer Vision and Pattern Recognition, IEEE, June, 2000. [Abstract]
  Download: pdf [474 KB], ps.gz [1662 KB] copyrighted

• A Statistical Approach to 3D Object Detection Applied to Faces and Cars
  H. Schneiderman
  doctoral dissertation, tech. report CMU-RI-TR-00-06, Robotics Institute, Carnegie Mellon University, May, 2000. [Abstract]
  Download: pdf [1947 KB], ps.gz [5938 KB] copyrighted

• Applying Machine Learning for High Performance Named-Entity Extraction
  S. Baluja, V. Mittal, and R. Sukthankar
  Pacific Association for Computtational Linguistics, 1999.
  Download: pdf [329 KB], ps.gz [252 KB] copyrighted

• Making Templates Rotationally Invariant: An Application to Rotated Digit Recognition
  S. Baluja
  Advances in Neural Information Processing Systems NIPS '99, 1999.
  Download: pdf [537 KB], ps.gz [747 KB] copyrighted

• Probabilistic Modeling of Local Appearance and Spatial Relationships for Object Recognition
  H. Schneiderman and T. Kanade
  Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR '98), July, 1998, pp. 45-51. [Abstract]
  Download: pdf [255 KB], ps.gz [787 KB] copyrighted

• Rotation Invariant Neural Network-Based Face Detection
  H. Rowley, S. Baluja, and T. Kanade
  Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, June, 1998. [Abstract]
  Download: pdf [1478 KB], ps.gz [6370 KB] copyrighted

• Neural Network-Based Face Detection
  H. Rowley, S. Baluja, and T. Kanade
  IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 20, No. 1, January, 1998, pp. 23-38. [Abstract]
  Download: pdf [1411 KB], ps.gz [4621 KB] copyrighted

• Probabilistic Modeling for Face Orientation Discrimination: Learning from Labeled and Unlabeled Data
  S. Baluja
  Neural Information Procesing systems (NIPS '98), 1998.
  Download: pdf [82 KB], ps.gz [154 KB] copyrighted

• Rotation Invariant Neural Network-Based Face Detection
  H. Rowley, S. Baluja, and T. Kanade
  tech. report CMU-CS-97-201, Computer Science Department, Carnegie Mellon University, December, 1997. [Abstract]
  Download: pdf [1574 KB], ps.gz [6372 KB] copyrighted

• Genetic Algorithms and Explicit Search Statistics
  S. Baluja
  Advances in Neural ndformation Processing Systems (NIPS '96), December, 1996.
  Download: pdf [29 KB], ps.gz [45 KB] copyrighted

• Neural Network-Based Face Detection
  H. Rowley, S. Baluja, and T. Kanade
  Computer Vision and Pattern Recognition '96, June, 1996. [Abstract]
  Download: pdf [452 KB], ps.gz [1535 KB] copyrighted

• Neural Network-Based Face Detection
  H. Rowley, S. Baluja, and T. Kanade
  Proceedings of the 1996 DARPA Image Understanding Workshop, February, 1996. [Abstract]
  Download: pdf [773 KB], ps.gz [2475 KB], ps.z [2660 KB] copyrighted

• Human Face Detection in Visual Scenes
  H. Rowley, S. Baluja, and T. Kanade
  Advances in Neural Information Processing Systems 8, 1996, pp. 875 - 881. [Abstract]
  Download: pdf [698 KB], ps.gz [2434 KB] copyrighted

• Human Face Detection in Visual Scenes
  H. Rowley, S. Baluja, and T. Kanade
  tech. report CMU-CS-95-158R, Computer Science Department, Carnegie Mellon University, November, 1995. [Abstract]
  Download: pdf [1641 KB], ps.gz [5873 KB], ps.z [6381 KB] copyrighted