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Image segmentation scheme based on SOM–PCNN in frequency domain
AK Helmy, GS El-Taweel - Applied Soft Computing, 2016 - Elsevier
A hybrid scheme for the image segmentation of high-resolution images is proposed in this
study. Our methodology is based on combining both supervised and unsupervised …
study. Our methodology is based on combining both supervised and unsupervised …
Automatic iterative algorithm for image segmentation using a modified pulse-coupled neural network
C Gao, D Zhou, Y Guo - Neurocomputing, 2013 - Elsevier
The pulse-coupled neural network (PCNN) is widely used in image segmentation. However,
the determination of parameter values in the PCNN framework is an unavoidable and trivial …
the determination of parameter values in the PCNN framework is an unavoidable and trivial …
Region growing for image segmentation using an extended PCNN model
D Zhou, Y Shao - IET Image Processing, 2018 - Wiley Online Library
Pulse‐coupled neural network (PCNN) is a biologically‐inspired algorithm suited for image
processing. However, determining a set of parameters involved in the alteration of the neural …
processing. However, determining a set of parameters involved in the alteration of the neural …
Transmission line equipment infrared diagnosis using an improved pulse-coupled neural network
J Tong, X Zhang, C Cai, Z He, Y Tan, Z Chen - Sustainability, 2022 - mdpi.com
In order to detect the status of power equipment from infrared transmission line images
under the spatial positioning relationship of the transmission line equipment, such as …
under the spatial positioning relationship of the transmission line equipment, such as …
Automatic image segmentation with PCNN algorithm based on grayscale correlation
HR Ma, XW Cheng - International Journal of Signal Processing, Image …, 2014 - earticle.net
In order to use pulse coupled neural networks (PCNN) for precise automatic image
segmentation, we propose an improved PCNN model. We first establish a connection weight …
segmentation, we propose an improved PCNN model. We first establish a connection weight …