Hierarchical Neural Networks for Image Interpretation is popular PDF and ePub book, written by Sven Behnke in 2003-08-21, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Hierarchical Neural Networks for Image Interpretation can be Read Online from any device for your convenience.
Hierarchical Neural Networks for Image Interpretation Book PDF Summary
Human performance in visual perception by far exceeds the performance of contemporary computer vision systems. While humans are able to perceive their environment almost instantly and reliably under a wide range of conditions, computer vision systems work well only under controlled conditions in limited domains. This book sets out to reproduce the robustness and speed of human perception by proposing a hierarchical neural network architecture for iterative image interpretation. The proposed architecture can be trained using unsupervised and supervised learning techniques. Applications of the proposed architecture are illustrated using small networks. Furthermore, several larger networks were trained to perform various nontrivial computer vision tasks.
Detail Book of Hierarchical Neural Networks for Image Interpretation PDF
- Author : Sven Behnke
- Release : 21 August 2003
- Publisher : Springer Science & Business Media
- ISBN : 9783540407225
- Genre : Computers
- Total Page : 230 pages
- Language : English
- PDF File Size : 17,9 Mb
If you're still pondering over how to secure a PDF or EPUB version of the book Hierarchical Neural Networks for Image Interpretation by Sven Behnke, don't worry! All you have to do is click the 'Get Book' buttons below to kick off your Download or Read Online journey. Just a friendly reminder: we don't upload or host the files ourselves.