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Image processing using pulse-coupled neural networks
Humans have an outstanding ability to recognise, classify and discriminate objects with extreme ease. For example, if a person was in a large classroom and was asked to find the light switch it would not take more than a second or two. Even if the light switch was located in a different place than the human expected or it was shaped differently than the human expected it would not be difficult to find the switch. Humans also don’t need to...
169 p dtu 10/11/2012 164 1
Từ khóa: Neural Networks, biological systems, Image processing, kỹ thuật xử lý, công nghệ xử lý, xử lý hình ảnh, kỹ thuật số
In this chapter, we adopt user-defined salient image features as training examples for a specially designed model-based neural network to perform feature detection. Specifically, we have investigated an alternative MBNN with hierarchical architecture [48, 62, 128] which is capable of learning user-specified features through an interactive process. It will be shown that this network is capable of generalizing from the set of specified...
25 p dtu 01/11/2012 166 1
Từ khóa: Edge Detection Using Model-Based Neural Networks, Adaptive image processing a computational intelligence perspective, image processing, network techniques, kỹ thuật xử lý, công nghệ mạng
Images are often recorded under a wide variety of circumstances. As imaging technology is rapidly advancing, our interest in recording unusual or irreproducible phenomena is increasing as well. We often push imaging technology to its very limits. For this reason we will always have to handle images suffering from some form of degradation.
19 p dtu 01/11/2012 190 2
Từ khóa: Fundamentals of Neural Network Image Restoration, Adaptive image processing a computational intelligence perspective, image processing, network techniques, kỹ thuật xử lý, công nghệ mạng