Automatic adjustment of the pulse-coupled neural network hyperparameters based on differential evolution and cluster validity index for image segmentation

Applied Soft Computing ◽

10.1016/j.asoc.2019.105547 ◽

2020 ◽

Vol 97 ◽

pp. 105547

Author(s):

Wilfrido Gómez-Flores ◽

Juanita Hernández-López

Keyword(s):

Neural Network ◽

Image Segmentation ◽

Differential Evolution ◽

Cluster Validity ◽

Cluster Validity Index ◽

Validity Index ◽

Pulse Coupled Neural Network ◽

Automatic Adjustment

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Automatic Tuning of the Pulse-Coupled Neural Network Using Differential Evolution for Image Segmentation

Lecture Notes in Computer Science - Pattern Recognition ◽

10.1007/978-3-319-39393-3_16 ◽

2016 ◽

pp. 157-166 ◽

Cited By ~ 2

Author(s):

Juanita Hernández ◽

Wilfrido Gómez

Keyword(s):

Neural Network ◽

Image Segmentation ◽

Differential Evolution ◽

Automatic Tuning ◽

Pulse Coupled Neural Network

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Application of a New Symmetry-Based Cluster Validity Index for Satellite Image Segmentation

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2008.915595 ◽

2008 ◽

Vol 5 (2) ◽

pp. 166-170 ◽

Cited By ~ 50

Author(s):

S. Saha ◽

S. Bandyopadhyay

Keyword(s):

Image Segmentation ◽

Satellite Image ◽

Cluster Validity ◽

Cluster Validity Index ◽

Validity Index

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A Self-Adapting Pulse-Coupled Neural Network Based on Modified Differential Evolution Algorithm and Its Application on Image Segmentation

International Journal of Digital Content Technology and its Applications ◽

10.4156/jdcta.vol6.issue20.54 ◽

2012 ◽

Vol 6 (20) ◽

pp. 501-509 ◽

Cited By ~ 5

Author(s):

Xiangying Jiang

Keyword(s):

Neural Network ◽

Image Segmentation ◽

Differential Evolution ◽

Differential Evolution Algorithm ◽

Pulse Coupled Neural Network ◽

Evolution Algorithm

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A New Symmetry Based Cluster Validity Index: Application to Satellite Image Segmentation

9th International Conference on Information Technology (ICIT'06) ◽

10.1109/icit.2006.15 ◽

2006 ◽

Cited By ~ 2

Author(s):

Sriparna Saha ◽

Sanghamitra Bandyopadhyay ◽

Ujjwal Maulik

Keyword(s):

Image Segmentation ◽

Satellite Image ◽

Cluster Validity ◽

Cluster Validity Index ◽

Validity Index

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MiniMax ε-stable cluster validity index for Type-2 fuzziness

Information Sciences ◽

10.1016/j.ins.2011.07.036 ◽

2012 ◽

Vol 184 (1) ◽

pp. 64-74 ◽

Cited By ~ 14

Author(s):

Ibrahim Ozkan ◽

I. Burhan Türkşen

Keyword(s):

Cluster Validity ◽

Cluster Validity Index ◽

Validity Index ◽

Stable Cluster

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Enhanced fuzzy clustering algorithm and cluster validity index for human perception

Expert Systems with Applications ◽

10.1016/j.eswa.2012.05.049 ◽

2013 ◽

Vol 40 (3) ◽

pp. 929-937 ◽

Cited By ~ 11

Author(s):

M. Bahar Başkır ◽

I. Burhan Türkşen

Keyword(s):

Fuzzy Clustering ◽

Clustering Algorithm ◽

Human Perception ◽

Cluster Validity ◽

Cluster Validity Index ◽

Validity Index ◽

Fuzzy Clustering Algorithm

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Fast Search Algorithm for Determining the Optimal Number of Clusters using Cluster Validity Index

The Journal of the Korea Contents Association ◽

10.5392/jkca.2009.9.9.080 ◽

2009 ◽

Vol 9 (9) ◽

pp. 80-89 ◽

Cited By ~ 1

Author(s):

Sang-Wook Lee

Keyword(s):

Search Algorithm ◽

Optimal Number ◽

Cluster Validity ◽

Cluster Validity Index ◽

Validity Index ◽

Number Of Clusters ◽

Fast Search ◽

Fast Search Algorithm ◽

Optimal Number Of Clusters

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An Automatic Parameter Adjustment Method of Pulse Coupled Neural Network for Image Segmentation

Artificial Neural Networks – ICANN 2009 - Lecture Notes in Computer Science ◽

10.1007/978-3-642-04274-4_86 ◽

2009 ◽

pp. 834-843 ◽

Cited By ~ 10

Author(s):

Masato Yonekawa ◽

Hiroaki Kurokawa

Keyword(s):

Neural Network ◽

Image Segmentation ◽

Parameter Adjustment ◽

Adjustment Method ◽

Pulse Coupled Neural Network

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Automated image segmentation based on pulse coupled neural network with partide swarm optimization and comprehensive evaluation

Optics and Precision Engineering ◽

10.3788/ope.20182604.0962 ◽

2018 ◽

Vol 26 (4) ◽

pp. 962-970 ◽

Cited By ~ 2

Author(s):

张坤华 ZHANG Kun-hua ◽

谭志恒 TAN Zhi-heng ◽

李斌 LI bin

Keyword(s):

Neural Network ◽

Image Segmentation ◽

Comprehensive Evaluation ◽

Swarm Optimization ◽

Pulse Coupled Neural Network

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Measuring Hybrid SC-FCM Clustering with Cluster Validity Index

2018 International Seminar on Research of Information Technology and Intelligent Systems (ISRITI) ◽

10.1109/isriti.2018.8864459 ◽

2018 ◽

Cited By ~ 1

Author(s):

Victor Utomo ◽

Dhendra Marutho

Keyword(s):

Cluster Validity ◽

Cluster Validity Index ◽

Validity Index ◽

Fcm Clustering

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