[图书][B] Multi-valued and universal binary neurons: Theory, learning and applications

I Aizenberg, NN Aizenberg, JPL Vandewalle - 2013 - books.google.com
Multi-Valued and Universal Binary Neurons deals with two new types of neurons: multi-
valued neurons and universal binary neurons. These neurons are based on complex …

Neural edge enhancer for supervised edge enhancement from noisy images

K Suzuki, I Horiba, N Sugie - IEEE Transactions on Pattern …, 2003 - ieeexplore.ieee.org
We propose a new edge enhancer based on a modified multilayer neural network, which is
called a neural edge enhancer (NEE), for enhancing the desired edges clearly from noisy …

Computing with front propagation: Active contour and skeleton models in continuous-time CNN

C Rekeczky, LO Chua - Journal of VLSI signal processing systems for …, 1999 - Springer
In this paper, a linear CNN template class is studied with a symmetric feedback matrix
capable of generating trigger-waves, a special type of binary traveling-wave. The qualitative …

An object oriented segmentation on analog CNN chip

P Arena, A Basile, M Bucolo… - IEEE Transactions on …, 2003 - ieeexplore.ieee.org
This paper introduces a real-time object oriented segmentation algorithm, designed and
implemented on a new type of mixed analog/digital chip based on the cellular …

Cellular neural networks and active contours: a tool for image segmentation

DL Vilariño, D Cabello, XM Pardo, VM Brea - Image and Vision Computing, 2003 - Elsevier
In this paper Cellular Neural Networks (CNN) are applied to image segmentation based on
active contour techniques. The approach is based on deformable contours which evolve …

Image descreening by GA-CNN-based texture classification

YW Shou, CT Lin - IEEE Transactions on Circuits and Systems I …, 2004 - ieeexplore.ieee.org
This work proposes an image-descreening technique based on texture classification using a
cellular neural network (CNN) with template trained by genetic algorithm (GA), called GA …

Pixel‐level snakes on the CNNUM: algorithm design, on‐chip implementation and applications

DL Vilariño, C Rekeczky - International Journal of Circuit …, 2005 - Wiley Online Library
In this paper, a new algorithm for the cellular active contour technique called pixel‐level
snakes is proposed. The motivation is twofold: on the one hand, a higher efficiency and …

Image processing using cellular neural networks based on multi-valued and universal binary neurons

I Aizenberg, C Butakoff - Journal of VLSI signal processing systems for …, 2002 - Springer
Multi-valued and universal binary neurons (MVN and UBN) are the neural processing
elements with the complex-valued weights and high functionality. It is possible to implement …

Design of the processing core of a mixed-signal CMOS DTCNN chip for pixel-level snakes

VM Brea, DL Vilariño, A Paasio… - IEEE Transactions on …, 2004 - ieeexplore.ieee.org
This paper introduces the processing core of a full-custom mixed-signal CMOS chip
intended for an active-contour-based technique, the so-called pixel-level snakes (PLS) …

3D reconstruction from CT-scan volume dataset application to kidney modeling

V Leonardi, V Vidal, JL Mari, M Daniel - … of the 27th Spring Conference on …, 2011 - dl.acm.org
Organ segmentation and reconstruction are useful for many clinical purpose, like diagnostic
aid or therapy planification. The segmentation literature is large. However, it is rare to find a …