Project Papers

(have been placed on reserve in DeLaMare Library)

  • Face Detection
  • D. Valentin, H. Abdi et al,Connectionist Models of Face Processing: A Survey, Pattern Recognition, vol. 27, pp. 1209-1230, 1994.

    H. Rowley, S. Baluja, and T. Kanade,Neural Network-Based Face Detection, IEEE Transactions of Pattern Analysis and Machine Intelligence, vol. 20, no. 1, pp. 23-38, 1998.

    H. Rowley, S. Baluja, and T. Kanade,Rotation Invariant Neural Network-Based Face Detection, TR, CMU, 1998.

    P. Juell and R. Marsh,A Hierarchical Neural Network for Human Face Detection, Pattern Recognition, vol. 29, no. 5, pp. 781-787, 1996.

    B. Colomb et al.SEXNET: A Neural Network Identifies Sex from Human Faces, NIPS, vol 3, 1991.

  • Face Recognition
  • A. Psarrou, S. Gong, and H. Buxton,Modelling Spatio-Temporal Trajectories and Face Signatures on Partially Recurrent Neural Networks, Int. Conference on Neural Networks, pp. 2226-2231, 1995.

    S. Lawrence, C. Giles, et al,Face Recognition: A Hybrid Neural Network Approach, TR, UMIACS, 1996.

    E. Helmas, J. Wroldsen,Face Recognition with Multi-Layer Perceptrons.

    S. YacoubFast Object Detection Using MLF and FFT, TR, IDIAP, 1997.

    S. Edelman, D. Reisfeld, Y. Yeshurun,Learning to recognize faces from examples, 1991.

    F. Soulie, E. Viennet, and B. Lamy, Multi-Modular Neural Network Architectures: Applications in Optical Character and Human Face Recognition, Int. Journal of Pattern Recognition and Artificial Intelligence, vol. 7, no. 4, pp 721-755, 1993.

    D. Swets and J. Weng,Efficient Image Retrieval using a Network with Complex Neurons, Int. Conference on Neural Networks, 1995.

    D. Graham and N. Allinson,Automatic Face Representation and Classification, 9th British Machine Vision Conference, pp. 64-73, 1998.

    J. Wilder,Face Recognition using transform coding of gray scale projections and the neural tree network, in Artificial Neural Networks for Speech and Vision, 1993.

    D. Graham and N. Allinson,Face Recognition from Unfamiliar Views: Subspace Methods and Pose Dependency, 3rd Conference on Automatic Face and Gesture Recognition, pp. 348-353, 1998. Networks for Speech and Vision, 1993.

    R. Winter,Verification of personal identity using facial images, SPIE, vol. 2277, 1994.

    M Lades et al,Distortion Invariant Object Recognition in the Dynamic Link Architecture, IEEE Transactions on Computers, vol. 42, no. 3, 1993.

  • Object Recognition
  • J. Basak and S. Pal,Connectionist object recognition: methods and methodologies, Int. Journal of Systems Science, 1998.

    D. Dollfus and L. BeaufortFat neural network for recognitionof position-normalized objects, Neural Networks, 1999.

    A. Khotanzad and J. LiouRecognition and Pose Estimation of Unoccluded Three-Dimensional Objects from a Two-Dimensional Perspective View by Banks of Neural Networks, IEEE Transactions on Neural Networks, vol. 7, no. 4, 1996.

    L. Spirkovska and M. ReidRobust Position, Scale, and Rotation Invariant Object Recognition Using Higher-Order Neural Networks Pattern Recognition, vol. 25, no. 9, pp. 975-985, 1992.

    D. Dollfus and L. Beaufort Coarse-Coded Higher-Order Neural Networks for PSRI Object Recognition, IEEE Transactions on Neural Networks, vol. 4, no. 2, 1993.

  • Face Pose Estimation
  • R. Rae and H. Ritter,Recognition of Human Head Orientation Based on Artificial Neural Networks, IEEE Transactions on Neural Networks, vol. 9, no. 2, 1998.

  • Facial Feature Extraction
  • N. Intrator, D. Reisfeld, and Y. YeshurunExtraction of Facial Features for Recognition Using Neural Networks.

    A. Varchmin, R. Rae and H. Ritter,Facial Feature Detection Using Neural Networks.

    R. Hutchinson and W. Welsh,Comparison of Neural Networks and Conventional Techniques for Feature Location in Facial Images , IEE International Conference on Artificial Neural Networks, October 1989.

    M. Reinders et al.,Locating Facial Features in Image Sequences using Neural Networks, 1996.

  • Eye-Gaze Estimation and Tracking
  • A. Varchmin, R. Rae and H. Ritter,Image Based Recognition of Gaze Direction Using Adaptive Methods.

    S. Baluja and D. Pomerleau,Non-intrusive Gaze Tracking Using Artificial Neural Networks, TR, CMU, 1994.

    S. Baluja and D. Pomerleau,Non-intrusive Gaze Tracking Using Artificial Neural Networks, TR, CMU, 1994.

  • Fingerprint Verification/Recognition
  • L. O'Gorman,Fingerprint Verification .

    P. Baldi and Y. Chauvin,Neural Networks for Fingerprint Recognition , Neural Computation, vol. 5, pp. 402-418, 1993.

    D. Maio and D. Maltoni,Neural Network Based Minutiae Filtering in Fingerprints, 14th Int. Conf. on Pattern Recognition, 1998.

    J. Blue et al,Evaluation of Pattern Classifiers for Fingerprint and OCR Applications , Pattern Recognition, vol. 27, no. 4, pp. 485-501, 1994.