A hierarchical conditional random field-based attention mechanism approach for gastric histopathology image classification

Applied Intelligence ◽

10.1007/s10489-021-02886-2 ◽

2022 ◽

Author(s):

Yixin Li ◽

Xinran Wu ◽

Chen Li ◽

Xiaoyan Li ◽

Haoyuan Chen ◽

...

Keyword(s):

Random Field ◽

Image Classification ◽

Conditional Random Field ◽

Attention Mechanism

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Intelligent Gastric Histopathology Image Classification Using Hierarchical Conditional Random Field based Attention Mechanism

2021 13th International Conference on Machine Learning and Computing ◽

10.1145/3457682.3457733 ◽

2021 ◽

Author(s):

Yixin Li ◽

Xinran Wu ◽

Chen Li ◽

Changhao Sun ◽

Xiaoyan Li ◽

...

Keyword(s):

Random Field ◽

Image Classification ◽

Conditional Random Field ◽

Attention Mechanism

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SLCRF: Subspace Learning With Conditional Random Field for Hyperspectral Image Classification

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2020.3011429 ◽

2020 ◽

pp. 1-15

Author(s):

Yun Cao ◽

Jie Mei ◽

Yuebin Wang ◽

Liqiang Zhang ◽

Junhuan Peng ◽

...

Keyword(s):

Random Field ◽

Image Classification ◽

Hyperspectral Image ◽

Conditional Random Field ◽

Subspace Learning ◽

Hyperspectral Image Classification

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Hyperspectral Image Classification With Deep Metric Learning and Conditional Random Field

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2019.2939356 ◽

2020 ◽

Vol 17 (6) ◽

pp. 1042-1046 ◽

Author(s):

Yi Liang ◽

Xin Zhao ◽

Alan J. X. Guo ◽

Fei Zhu

Keyword(s):

Random Field ◽

Image Classification ◽

Hyperspectral Image ◽

Conditional Random Field ◽

Metric Learning ◽

Hyperspectral Image Classification ◽

Deep Metric Learning

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Semi-supervised Conditional Random Field for hyperspectral remote sensing image classification

2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) ◽

10.1109/igarss.2016.7729675 ◽

2016 ◽

Author(s):

Junfeng Wu ◽

Zhiguo Jiang ◽

Haopeng Zhang ◽

Bowen Cai ◽

Quanmao Wei

Keyword(s):

Remote Sensing ◽

Random Field ◽

Image Classification ◽

Conditional Random Field ◽

Remote Sensing Image ◽

Hyperspectral Remote Sensing ◽

Remote Sensing Image Classification ◽

Hyperspectral Remote Sensing Image

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High-Resolution Remote Sensing Image Classification Method Based on Convolutional Neural Network and Restricted Conditional Random Field

Remote Sensing ◽

10.3390/rs10060920 ◽

2018 ◽

Vol 10 (6) ◽

pp. 920 ◽

Author(s):

Xin Pan ◽

Jian Zhao

Keyword(s):

Neural Network ◽

Remote Sensing ◽

High Resolution ◽

Convolutional Neural Network ◽

Random Field ◽

Image Classification ◽

Conditional Random Field ◽

Remote Sensing Image ◽

Classification Method ◽

Remote Sensing Image Classification

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Superpixel-based conditional random field for image classification

Journal of Computer Applications ◽

10.3724/sp.j.1087.2012.01272 ◽

2013 ◽

Vol 32 (5) ◽

pp. 1272-1275

Author(s):

Wei ZHANG ◽

Xi-li WANG

Keyword(s):

Random Field ◽

Image Classification ◽

Conditional Random Field

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HIERARCHICAL CONDITIONAL RANDOM FIELD FOR MULTI-CLASS IMAGE CLASSIFICATION

Proceedings of the International Conference on Computer Vision Theory and Applications ◽

10.5220/0002877404640469 ◽

2010 ◽

Keyword(s):

Random Field ◽

Image Classification ◽

Conditional Random Field

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High-Resolution SAR Image Classification Using Context-Aware Encoder Network and Hybrid Conditional Random Field Model

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2019.2963699 ◽

2020 ◽

Vol 58 (8) ◽

pp. 5317-5335

Author(s):

Wenkai Liang ◽

Yan Wu ◽

Ming Li ◽

Yice Cao

Keyword(s):

High Resolution ◽

Random Field ◽

Image Classification ◽

Field Model ◽

Conditional Random Field ◽

Context Aware ◽

Sar Image ◽

Random Field Model ◽

Conditional Random Field Model

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Patch-based image classification through conditional random field model

Proceedings of the 3rd International ICST Conference on Mobile Multimedia Communications ◽

10.4108/icst.mobimedia2007.1579 ◽

2007 ◽

Author(s):

Giuseppe Passino ◽

Ebroul Izquierdo

Keyword(s):

Random Field ◽

Image Classification ◽

Field Model ◽

Conditional Random Field ◽

Random Field Model ◽

Conditional Random Field Model

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Hyperspectral Image Classification Based on Dense Convolution and Conditional Random Field

10.1109/igarss47720.2021.9554062 ◽

2021 ◽

Author(s):

Chunhui Zhao ◽

Boao Qin ◽

Tong Li ◽

Shou Feng ◽

Yiming Yan

Keyword(s):

Random Field ◽

Image Classification ◽

Hyperspectral Image ◽

Conditional Random Field ◽

Hyperspectral Image Classification

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