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NN
2000
Springer
123views Neural Networks» more  NN 2000»
14 years 9 months ago
Local minima and plateaus in hierarchical structures of multilayer perceptrons
Local minima and plateaus pose a serious problem in learning of neural networks. We investigate the hierarchical geometric structure of the parameter space of three-layer perceptr...
Kenji Fukumizu, Shun-ichi Amari
82
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ICDAR
2009
IEEE
14 years 7 months ago
Form Field Frame Boundary Removal for Form Processing System in Gurmukhi Script
Machine recognition of hand-filled forms is a challenging task. Form processing involves many activities including form field location, field frame boundary removal and data image...
Dharam Veer Sharma, Gurpreet Singh Lehal
TIM
2010
123views Education» more  TIM 2010»
14 years 4 months ago
Reducing Drifts in the Inertial Measurements of Wrist and Elbow Positions
In this paper, we present an inertial-sensor-based monitoring system for measuring the movement of human upper limbs. Two wearable inertial sensors are placed near the wrist and el...
Huiyu Zhou, Huosheng Hu
ICASSP
2011
IEEE
14 years 1 months ago
Estimation of the noise correlation matrix
To harvest the potential of multi-channel noise reduction methods, it is crucial to have an accurate estimate of the noise correlation matrix. Existing algorithms either assume sp...
Richard C. Hendriks, Timo Gerkmann
ICCV
2007
IEEE
15 years 11 months ago
What Can Casual Walkers Tell Us About A 3D Scene?
An approach for incremental learning of a 3D scene from a single static video camera is presented in this paper. In particular, we exploit the presence of casual people walking in...
Diego Rother, Kedar A. Patwardhan, Guillermo Sapir...