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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
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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
Download Full-text
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References
A hierarchical conditional random field-based attention mechanism approach for gastric histopathology image classification
Applied Intelligence
◽
10.1007/s10489-021-02886-2
◽
2022
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Author(s):
Yixin Li
◽
Xinran Wu
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Chen Li
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Xiaoyan Li
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Haoyuan Chen
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...
Keyword(s):
Random Field
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Conditional Random Field
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SLCRF: Subspace Learning With Conditional Random Field for Hyperspectral Image Classification
IEEE Transactions on Geoscience and Remote Sensing
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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
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10.1109/lgrs.2019.2939356
◽
2020
◽
Vol 17
(6)
◽
pp. 1042-1046
◽
Cited By ~ 1
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
◽
Cited By ~ 1
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
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◽
pp. 920
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Cited By ~ 18
Author(s):
Xin Pan
◽
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Keyword(s):
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Remote Sensing
◽
High Resolution
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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
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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
Download Full-text
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
◽
Cited By ~ 3
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
Download Full-text
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