Image Compression with Neural Networks

Perform image compression using neural networks.
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Image Compression with Neural Networks Ranking & Summary

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  • Rating:
  • License:
  • Free
  • Price:
  • Free
  • Publisher Name:
  • By Luigi Rosa
  • Publisher web site:
  • http://www.advancedsourcecode.com/
  • Operating Systems:
  • Windows 2003, Windows Vista, Windows 95, Windows Me, Windows Server 2008, Windows 3.x, Windows NT, Windows XP, Windows 2000, Windows 98
  • Additional Requirements:
  • Matlab 7.0
  • File Size:
  • 214.37K
  • Total Downloads:
  • 525

Image Compression with Neural Networks Tags


Image Compression with Neural Networks Description

Artificial Neural Networks (ANNs) have been applied to many problems, and have demonstrated their superiority over traditional methods when dealing with noisy or incomplete data. One such application is for image compression. Neural networks seem to be well suited to this particular function, as they have the ability to preprocess input patterns to produce simpler patterns with fewer components. This compressed information (stored in a hidden layer) preserves the full information obtained from the external environment.


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