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Abstract: We present a neural network-based face detection system. A retinally connected neural network examines small windows of an image, and decides whether each window contains a face. The system arbitrates between multiple networks to improve performance over a single network. We use a bootstrap algorithm for training the networks, which adds false detections into the training set as training progresses. This eliminates the difficult task of manually selecting non-face training examples, which must... (Update)
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BibTeX entry: (Update)
Rowley, H., Baluja, S., and Kanade, T., "Neural Network-Based Face Detection", Proc. IEEE Conf. on Computer Vision and Pattern Recognition, San Francisco, CA, pp. 203-207. 1996. http://citeseer.ist.psu.edu/rowley96neural.html More
@article{ rowley98neural,
author = "Henry A. Rowley and Shumeet Baluja and Takeo Kanade",
title = "Neural Network-Based Face Detection",
journal = "IEEE Transactions on Pattern Analysis and Machine Intelligence",
volume = "20",
number = "1",
pages = "23-38",
year = "1998",
url = "citeseer.ist.psu.edu/rowley96neural.html" }
Citations (may not include all citations):216 Phoneme recognition using time-delay neural networks (context) - Waibel, Hanazawa et al. - 1989 ACM
120 Human face detection in visual scenes - Rowley, Baluja et al. - 1995 DBLP
28 Locating and tracking of human faces with neural networks - Hunke - 1994
28 Original approach for the localisation of objects in images (context) - Vaillant, Monrocq et al. - 1994
27 Example-based learning for view-based human face detection (context) - Sung, Poggio - 1994 ACM DBLP
7 Personal communication (context) - Umezaki - 1995
6 Backpropogation applied to handwritten zip code recognition (context) - Le Cun, Boser et al. - 1989
The graph only includes citing articles where the year of publication is known.
Documents on the same site (http://www-cgi.cs.cmu.edu/afs/cs.cmu.edu/user/har/Web/faces-old-papers.html):
Neural Network-Based Face Detection - Rowley, Baluja, Kanade (1996) (Correct)
Human Face Detection in Visual Scenes - Rowley, Baluja, Kanade (1995) (Correct)
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