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About File Trace
The document proposes a method for pattern recognition using a multilayer neural network trained with pixel intensity data. The method involves training a neural network on a set of pattern images, then testing its ability to recognize new input patterns. Specifically, it aims to recognize static hand gestures for sign language. The key steps are: (1) converting pattern images to binary representations based on skin detection, (2) cropping and normalizing the binary patterns, (3) training a backpropagation neural network on the patterns, and (4) testing the trained network on new inputs. The goal is to demonstrate applying neural networks to improve efficiency in pattern recognition problems.
Detailed Information
| Author: | ['Jaimito Morales'] |
|---|---|
| Publication Year: | 2014 |
| Pages: | 4 |
| Language: | English |
| Format: | |
| Price: | FREE |
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