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» Convolutional Neural Networks for Image Processing: An Appli...
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90
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AUSAI
2003
Springer
15 years 1 months ago
Convolutional Neural Networks for Image Processing: An Application in Robot Vision
Matthew Browne, Saeed Shiry Ghidary
92
Voted
ICPR
2010
IEEE
15 years 2 months ago
Learning Sparse Face Features : Application to Face Verification
We present a low resolution face recognition technique based on a Convolutional Neural Network approach. The network is trained to reconstruct a reference per subject image. In cl...
Pierre Buyssens, Marinette Revenu
98
Voted
FGR
2004
IEEE
182views Biometrics» more  FGR 2004»
15 years 1 months ago
Head Pose Estimation Using Stereo Vision For Human-Robot Interaction
In this paper we present a method for estimating a person's head pose with a stereo camera. Our approach focuses on the application of human-robot interaction, where people m...
Edgar Seemann, Kai Nickel, Rainer Stiefelhagen
103
Voted
ICCV
2007
IEEE
16 years 4 days ago
Supervised Learning of Image Restoration with Convolutional Networks
Convolutional networks have achieved a great deal of success in high-level vision problems such as object recognition. Here we show that they can also be used as a general method ...
Viren Jain, Joseph F. Murray, Fabian Roth, Sriniva...
90
Voted
CVPR
1997
IEEE
16 years 6 days ago
Global Training of Document Processing Systems Using Graph Transformer Networks
We propose a new machine learning paradigm called Graph Transformer Networks that extends the applicability of gradient-based learning algorithms to systems composed of modules th...
Léon Bottou, Yoshua Bengio, Yann LeCun