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.