An Improved Full Convolutional Network Combined with Conditional Random Fields for Brain MR Image Segmentation Algorithm and its 3D Visualization Analysis

Jiemin Zhai; Huiqi Li

doi:10.1007/s10916-019-1424-0

An Improved Full Convolutional Network Combined with Conditional Random Fields for Brain MR Image Segmentation Algorithm and its 3D Visualization Analysis

Journal of Medical Systems ◽

10.1007/s10916-019-1424-0 ◽

2019 ◽

Vol 43 (9) ◽

Cited By ~ 1

Author(s):

Jiemin Zhai ◽

Huiqi Li

Keyword(s):

Image Segmentation ◽

Random Fields ◽

Conditional Random Fields ◽

3D Visualization ◽

Segmentation Algorithm ◽

Mr Image ◽

Convolutional Network ◽

Visualization Analysis ◽

Mr Image Segmentation ◽

Image Segmentation Algorithm

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MR image segmentation algorithm based on non-local fuzzy C-means clustering

The 27th Chinese Control and Decision Conference (2015 CCDC) ◽

10.1109/ccdc.2015.7162084 ◽

2015 ◽

Cited By ~ 3

Author(s):

Sui Yuan ◽

Wei Ying

Keyword(s):

Image Segmentation ◽

Segmentation Algorithm ◽

Mr Image ◽

Fuzzy C Means ◽

Fuzzy C Means Clustering ◽

Non Local ◽

Mr Image Segmentation ◽

Image Segmentation Algorithm

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An MR image segmentation algorithm based on bias field correction

2016 12th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD) ◽

10.1109/fskd.2016.7603461 ◽

2016 ◽

Cited By ~ 1

Author(s):

Yu Miao ◽

Jiahai Dai ◽

Yanfang Li ◽

Wei He ◽

Weili Shi ◽

...

Keyword(s):

Image Segmentation ◽

Bias Field ◽

Segmentation Algorithm ◽

Mr Image ◽

Bias Field Correction ◽

Mr Image Segmentation ◽

Image Segmentation Algorithm

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A New Hybrid Brain MR Image Segmentation Algorithm With Super-Resolution, Spatial Constraint-Based Clustering and Fine Tuning

IEEE Access ◽

10.1109/access.2020.3011224 ◽

2020 ◽

Vol 8 ◽

pp. 135897-135911

Author(s):

Jing Xia ◽

Xuemei Li ◽

Guoning Chen ◽

Caiming Zhang

Keyword(s):

Image Segmentation ◽

Super Resolution ◽

Segmentation Algorithm ◽

Fine Tuning ◽

Spatial Constraint ◽

Mr Image ◽

Mr Image Segmentation ◽

Image Segmentation Algorithm

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3D MR Image Segmentation Algorithm based on Supervoxel and Kernel FCM Algorithm

Proceedings of the 2019 8th International Conference on Computing and Pattern Recognition ◽

10.1145/3373509.3373516 ◽

2019 ◽

Author(s):

Zhang Shuo ◽

Lu Yinan ◽

Liu Xiaoni

Keyword(s):

Image Segmentation ◽

Segmentation Algorithm ◽

Mr Image ◽

Fcm Algorithm ◽

Mr Image Segmentation ◽

Image Segmentation Algorithm

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Implementation of brain MR image segmentation algorithm on DSP

2017 International Conference on Communication and Signal Processing (ICCSP) ◽

10.1109/iccsp.2017.8286767 ◽

2017 ◽

Cited By ~ 1

Author(s):

Vaishnavi Avachar ◽

Milind Mushrif ◽

Yogita Dubey

Keyword(s):

Image Segmentation ◽

Segmentation Algorithm ◽

Mr Image ◽

Mr Image Segmentation ◽

Image Segmentation Algorithm

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An Improved SKFCM-CV Whole Heart MR Image Segmentation Algorithm

Advances in Multimedia Information Processing – PCM 2018 - Lecture Notes in Computer Science ◽

10.1007/978-3-030-00764-5_55 ◽

2018 ◽

pp. 596-607

Author(s):

He Wang ◽

Jing Zhang ◽

Jie Wang ◽

XiaoDong Zhang ◽

Hong Teng ◽

...

Keyword(s):

Image Segmentation ◽

Segmentation Algorithm ◽

Mr Image ◽

Whole Heart ◽

Mr Image Segmentation ◽

Image Segmentation Algorithm

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From neonatal to adult brain MR image segmentation in a few seconds using 3D-like fully convolutional network and transfer learning

2017 IEEE International Conference on Image Processing (ICIP) ◽

10.1109/icip.2017.8297117 ◽

2017 ◽

Cited By ~ 12

Author(s):

Yongchao Xu ◽

Thierry Geraud ◽

Isabelle Bloch

Keyword(s):

Image Segmentation ◽

Transfer Learning ◽

Adult Brain ◽

Mr Image ◽

Convolutional Network ◽

Fully Convolutional Network ◽

Mr Image Segmentation

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Densely Connected Fully Convolutional Network for Short-Axis Cardiac Cine MR Image Segmentation and Heart Diagnosis Using Random Forest

Lecture Notes in Computer Science - Statistical Atlases and Computational Models of the Heart. ACDC and MMWHS Challenges ◽

10.1007/978-3-319-75541-0_15 ◽

2018 ◽

pp. 140-151 ◽

Cited By ~ 8

Author(s):

Mahendra Khened ◽

Varghese Alex ◽

Ganapathy Krishnamurthi

Keyword(s):

Image Segmentation ◽

Random Forest ◽

Short Axis ◽

Mr Image ◽

Convolutional Network ◽

Fully Convolutional Network ◽

Cine Mr ◽

Cardiac Cine ◽

Mr Image Segmentation

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Clustering based on fuzzy Gibbs random field and 2D histogram algorithm for MR image segmentation

Journal of Computer Applications ◽

10.3724/sp.j.1087.2010.02797 ◽

2010 ◽

Vol 30 (10) ◽

pp. 2797-2801

Author(s):

Tao YANG ◽

Yi-hong GUAN

Keyword(s):

Image Segmentation ◽

Random Field ◽

Mr Image ◽

Gibbs Random Field ◽

Mr Image Segmentation ◽

2D Histogram

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Image segmentation algorithm based on mathematical morphology and active edgeless contour model without edges

Journal of Computer Applications ◽

10.3724/sp.j.1087.2009.02398 ◽

2009 ◽

Vol 29 (9) ◽

pp. 2398-2401 ◽

Cited By ~ 4

Author(s):

Kun-quan YE ◽

Yin-wei ZHAN

Keyword(s):

Image Segmentation ◽

Mathematical Morphology ◽

Segmentation Algorithm ◽

Contour Model ◽

Image Segmentation Algorithm

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