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Shumeet Baluja
Adjunct Faculty (Adjunct)

No longer a member of RI.

Email address: baluja@cs.cmu.edu

For more information, see my personal homepage.

Jump to: Research interests | Keywords | Projects | Publications

Research interests

Mass Market Wireless Services, Computer Vision, Artificial Intelligence, High Dimensional Optimization

Research interest keywords

artificial intelligence, biological vision, computer vision, and machine learning

Past Projects

Face Detection - We are developing computer methods to automatically locate human faces in photos and video.	Neural Network Gaze Tracking - We have developed an artificial neural network based gaze tracking system which can be customized to individual users.
Neural Network-Based Face Detection - A neural network-based face detection system

Recent publications [View all 50 publications]

• Memory-based face recognition for visitor identification
  T. Sim, R. Sukthankar, M. Mullin, and S. Baluja
  Proceedings of the Fourth IEEE International Conference on Automatic Face and Gesture Recognition, March, 2000, pp. 214 - 220. [Abstract]
  Download: pdf [177 KB], ps.gz [210 KB] copyrighted

• High-Performance Memory-based Face Recognition for Visitor Identification
  T. Sim, R. Sukthankar, M. Mullin, and S. Baluja
  January, 1999.
  Download: pdf [185 KB], ps.gz [240 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

• 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

• Fast Probabilistic Modeling for Combinatorial Optimization
  S. Baluja and S. Davies
  Proceedings of the Fifteenth National Conference on Artificial Intelligence (AAAI-98), 1998.
  Download: pdf [852 KB], ps.gz [932 KB] copyrighted

• Human Face Detection in Visual Scenes
  H. Rowley, S. Baluja, and T. Kanade
  IEEE Transactions on Pattern Analysis and Machine Intelligence, 1998.

• Multiple Adaptive Intelligent Agents for Tactical Driving
  R. Sukthankar, S. Baluja, and J. Hancock
  International Journal of Applied Intelligence, 1998.
  Download: pdf [395 KB], ps.gz [233 KB] copyrighted

• Pool-Wise Crossover in Genetic Algorithms: An Information-Theoretic Perspective
  S. Baluja and S. Davies
  Proceedings of FOGA-98, 1998.
  Download: pdf [60 KB], ps.gz [78 KB] copyrighted