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 …

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 …

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 …

[PDF][PDF] 一种参数自适应的简化PCNN 图像分割方法

周东国, 高潮, 郭永彩 - 自动化学报, 2014 - aas.net.cn
摘要为了进一步延伸脉冲耦合神经网络(Pulse coupled neural network, PCNN)
在图像分割中的应用, 本文对PCNN 模型作了简化和改进, 并探讨和分析了参数的设置方法 …

结合最大方差比准则和PCNN 模型的图像分割

辛国江, 邹北骥, **建锋, 陈再良, 蔡美玲 - 2011 - ir.library.ouchn.edu.cn
摘要脉冲耦合神经网络(PCNN) 模型在图像分割方面有着很好的应用. 在各项参数确定的情况下,
其分割结果的好坏取决于循环迭代次数的多少, 而PCNN 模型自身无法实现迭代次数的自动判定 …

[PDF][PDF] 最小误差阈值分割法的改进算法

朱齐丹[1, 荆丽秋, 毕荣生[1, 吴叶斌 - 2010 - researching.cn
最小误差阈值分割法在图像分割中有广泛的应用. 本文对二维最小误差阈值法及其快速算法(在
这里称为原算法) 进行了改进, 对原最小误差阈值法的阈值求取公式进行了变形 …

[PDF][PDF] 基于支持向量机分类策略的多晶硅电池片色差检测

郭保苏, 吴文文, 付**, 吴凤和 - 计量学报, 2019 - jlxb.china-csm.org
针对复杂颜色和纹理特征条件下, 多晶硅电池片上的色差检测问题, 提出了一种基于支持向量机
分类策略的多晶硅电池片色差检测方法. 首先对预处理后电池片图像进行颜色模型转换和通道 …

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 …

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 …

基于CV 模型的改进快速水**集图像分割法

徐东, 彭真明 - **激光与粒子束, 2012 - hplpb.com.cn
针对水**集方法计算复杂度高, 无法满足实时系统要求的缺陷, 提出一种改进的快速水**集算法.
该算法对快速水**集算法进行简化, 采用单链表表示轮廓曲线. 利用CV 模型的二值拟合项来设计 …