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A New Image Auto-Segmentation Algorithm Based on PCNN

2007
Pulse Coupled Neural Networks (PCNN) is applied to image segmentation efficiently. Although the segmentation result with classical PCNN depends on the suitable concerned parameters, many experiments have shown that the segmentation result changed periodically with the calculation cyclic iteration times, N, after other parameters had been set. Therefore,
Zhihong Zhang   +2 more
openaire   +1 more source

A new PCNN-based method for segmentation of SAR images

2008 10th International Conference on Control, Automation, Robotics and Vision, 2008
This study describes a new method for segmentation of Synthetic Aperture Radar (SAR) images, which integrates optimal threshold with pulse-coupled neural network (PCNN). Traditional image segmentation algorithms exhibit weak performance for SAR images due to the poor quality of SAR images. PCNN has been widely used in image segmentation.
Haiyan Li, Zhengyao Bai
openaire   +1 more source

A New Algorithm for Finding the Shortest Paths Using PCNN

2007
10.1007/978-3-540-69226-3_12 ; Studies in Computational Intelligence ; 53 ; 177 ...
Tang H., Tan K.C., Yi Z.
openaire   +3 more sources

Biological information fusion using a PCNN and belief filtering

IJCNN'99. International Joint Conference on Neural Networks. Proceedings (Cat. No.99CH36339), 2003
Biological information fusion results from the combination of sensed current and learned past information. The paper focuses on modeling visual cortex information fusion where a pulse coupled neural network simulates the linking procedure to segment related spatial information of the primary visual cortex and a belief filter to confirm target identity ...
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A review on PCNN theory and applications

International Journal of Collaborative Intelligence, 2016
Shifei Ding, Jian Zhang, Han Zhao
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PCNN Theory

1998
Thomas Lindblad, Jason M. Kinser
openaire   +1 more source

An Efficient Defocus Blur Segmentation Scheme Based on Hybrid LTP and PCNN

Sensors, 2022
Rajesh Roshan Biswal, Saleem Zahid
exaly  

IMAGE FUSION ALGORITHM BASED ON FDST AND PCNN

Energy and Mechanical Engineering, 2015
Guang-qiu Chen   +3 more
openaire   +1 more source

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