A novel fuzzy clustering algorithm by minimizing global and spatially constrained likelihood-based local entropies for noisy 3D brain MR image segmentation

Applied Soft Computing ◽

10.1016/j.asoc.2020.106171 ◽

2020 ◽

Vol 90 ◽

pp. 106171 ◽

Author(s):

Nabanita Mahata ◽

Jamuna Kanta Sing

Keyword(s):

Image Segmentation ◽

Fuzzy Clustering ◽

Clustering Algorithm ◽

Mr Image ◽

Fuzzy Clustering Algorithm ◽

Mr Image Segmentation

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An adaptive spatial fuzzy clustering algorithm for 3-D MR image segmentation

IEEE Transactions on Medical Imaging ◽

10.1109/tmi.2003.816956 ◽

2003 ◽

Vol 22 (9) ◽

pp. 1063-1075 ◽

Author(s):

A.W.-C. Liew ◽

Hong Yan

Keyword(s):

Image Segmentation ◽

Fuzzy Clustering ◽

Clustering Algorithm ◽

Mr Image ◽

Fuzzy Clustering Algorithm ◽

Mr Image Segmentation

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A New Entropy Based Fuzzy Clustering Algorithm for Volumetric Noisy Brain MR Image Segmentation

2019 Fifteenth International Conference on Information Processing (ICINPRO) ◽

10.1109/icinpro47689.2019.9092033 ◽

2019 ◽

Author(s):

Swastik Biswas ◽

Nabanita Mahata ◽

Jamuna Kanta Sing

Keyword(s):

Image Segmentation ◽

Fuzzy Clustering ◽

Clustering Algorithm ◽

Mr Image ◽

Fuzzy Clustering Algorithm ◽

Mr Image Segmentation

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A fuzzy clustering algorithm with robust spatially constraint for brain MR image segmentation

2014 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) ◽

10.1109/fuzz-ieee.2014.6891640 ◽

2014 ◽

Author(s):

Zexuan Ji ◽

Guo Cao ◽

Quansen Sun

Keyword(s):

Image Segmentation ◽

Fuzzy Clustering ◽

Clustering Algorithm ◽

Mr Image ◽

Fuzzy Clustering Algorithm ◽

Mr Image Segmentation

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A fuzzy clustering algorithm with local contextual information and Gaussian function for simultaneous brain MR image segmentation and intensity inhomogeneity estimation

2017 2nd International Conference on Man and Machine Interfacing (MAMI) ◽

10.1109/mami.2017.8307878 ◽

2017 ◽

Author(s):

Nabanita Mahata ◽

Sayan Kahali ◽

Jamuna Kanta Sing ◽

Sudip Kumar Adhikari

Keyword(s):

Image Segmentation ◽

Fuzzy Clustering ◽

Clustering Algorithm ◽

Contextual Information ◽

Gaussian Function ◽

Intensity Inhomogeneity ◽

Mr Image ◽

Fuzzy Clustering Algorithm ◽

Mr Image Segmentation

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Local contextual information and Gaussian function induced fuzzy clustering algorithm for brain MR image segmentation and intensity inhomogeneity estimation

Applied Soft Computing ◽

10.1016/j.asoc.2018.04.031 ◽

2018 ◽

Vol 68 ◽

pp. 586-596 ◽

Author(s):

Nabanita Mahata ◽

Sayan Kahali ◽

Sudip Kumar Adhikari ◽

Jamuna Kanta Sing

Keyword(s):

Image Segmentation ◽

Fuzzy Clustering ◽

Clustering Algorithm ◽

Contextual Information ◽

Gaussian Function ◽

Intensity Inhomogeneity ◽

Mr Image ◽

Fuzzy Clustering Algorithm ◽

Mr Image Segmentation

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THERAPEUTIC MR IMAGE SEGMENTATION BASED ON UPGRADED FUZZY CLUSTERING ALGORITHM WITH BIAS FIELD ESTIMATION

ICTACT Journal on Image and Video Processing ◽

10.21917/ijivp.2018.0238 ◽

2018 ◽

Vol 8 (3) ◽

pp. 1693-1695

Author(s):

L. Sathish Kumar

Keyword(s):

Image Segmentation ◽

Fuzzy Clustering ◽

Clustering Algorithm ◽

Mr Image ◽

Fuzzy Clustering Algorithm ◽

Field Estimation ◽

Mr Image Segmentation

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A fuzzy clustering algorithm via enhanced spatially constraint for brain MR image segmentation

2014 International Conference on Orange Technologies ◽

10.1109/icot.2014.6956610 ◽

2014 ◽

Author(s):

Zexuan Ji ◽

Jinyao Liu ◽

Guannan Li

Keyword(s):

Image Segmentation ◽

Fuzzy Clustering ◽

Clustering Algorithm ◽

Mr Image ◽

Fuzzy Clustering Algorithm ◽

Mr Image Segmentation

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A New Fuzzy Clustering Algorithm for Brain MR Image Segmentation Using Gaussian Probabilistic and Entropy-Based Likelihood Measures

2018 International Conference on Communication, Computing and Internet of Things (IC3IoT) ◽

10.1109/ic3iot.2018.8668139 ◽

2018 ◽

Author(s):

Sayan Kahali ◽

Jamuna Kanta Sing ◽

Punam Kumar Saha

Keyword(s):

Image Segmentation ◽

Fuzzy Clustering ◽

Clustering Algorithm ◽

Mr Image ◽

Fuzzy Clustering Algorithm ◽

Mr Image Segmentation ◽

Likelihood Measures

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A New Fuzzy Clustering Algorithm by Incorporating Constrained Class Uncertainty-Based Entropy for Brain MR Image Segmentation

Communications in Computer and Information Science - Computer Vision and Image Processing ◽

10.1007/978-981-15-4015-8_27 ◽

2020 ◽

pp. 301-310

Author(s):

Nabanita Mahata ◽

Jamuna Kanta Sing

Keyword(s):

Image Segmentation ◽

Fuzzy Clustering ◽

Clustering Algorithm ◽

Mr Image ◽

Fuzzy Clustering Algorithm ◽

Mr Image Segmentation ◽

Class Uncertainty

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A New Fuzzy Clustering Algorithm Using Uncertainty-based Entropy for Brain MR Image Segmentation

2018 International Conference on Applied Electromagnetics, Signal Processing and Communication (AESPC) ◽

10.1109/aespc44649.2018.9033300 ◽

2018 ◽

Author(s):

Nabanita Mahata ◽

Riya Patra ◽

Sayan Kahali ◽

Jamuna Kanta Sing

Keyword(s):

Image Segmentation ◽

Fuzzy Clustering ◽

Clustering Algorithm ◽

Mr Image ◽

Fuzzy Clustering Algorithm ◽

Mr Image Segmentation

Download Full-text