Deep Metric Learning and Image Classification with Nearest Neighbour Gaussian Kernels

2018 25th IEEE International Conference on Image Processing (ICIP) ◽

10.1109/icip.2018.8451297 ◽

2018 ◽

Author(s):

Benjamin J. Meyer ◽

Ben Harwood ◽

Tom Drummond

Keyword(s):

Image Classification ◽

Metric Learning ◽

Nearest Neighbour ◽

Gaussian Kernels ◽

Deep Metric Learning

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Deep Metric Learning for Cervical Image Classification

IEEE Access ◽

10.1109/access.2021.3069346 ◽

2021 ◽

Vol 9 ◽

pp. 53266-53275

Author(s):

Anabik Pal ◽

Zhiyun Xue ◽

Brian Befano ◽

Ana Cecilia Rodriguez ◽

L. Rodney Long ◽

...

Keyword(s):

Image Classification ◽

Metric Learning ◽

Deep Metric Learning

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N-Cluster Loss and Hard Sample Generative Deep Metric Learning for PolSAR Image Classification

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2021.3099840 ◽

2021 ◽

pp. 1-16

Author(s):

Chen Yang ◽

Biao Hou ◽

Jocelyn Chanussot ◽

Yue Hu ◽

Bo Ren ◽

...

Keyword(s):

Image Classification ◽

Metric Learning ◽

Deep Metric Learning

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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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Deep Metric Learning Based Histopathological Image Classification

Journal of Physics Conference Series ◽

10.1088/1742-6596/1621/1/012055 ◽

2020 ◽

Vol 1621 ◽

pp. 012055

Author(s):

Gang Zhang ◽

Hui Xu

Keyword(s):

Image Classification ◽

Metric Learning ◽

Histopathological Image ◽

Deep Metric Learning ◽

Histopathological Image Classification

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Reconstruction Regularized Deep Metric Learning for Multi-Label Image Classification

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2019.2924023 ◽

2019 ◽

pp. 1-10 ◽

Author(s):

Changsheng Li ◽

Chong Liu ◽

Lixin Duan ◽

Peng Gao ◽

Kai Zheng

Keyword(s):

Image Classification ◽

Metric Learning ◽

Deep Metric Learning

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Directional statistics-based deep metric learning for image classification and retrieval

Pattern Recognition ◽

10.1016/j.patcog.2019.04.005 ◽

2019 ◽

Vol 93 ◽

pp. 113-123 ◽

Author(s):

Xuefei Zhe ◽

Shifeng Chen ◽

Hong Yan

Keyword(s):

Image Classification ◽

Metric Learning ◽

Directional Statistics ◽

Deep Metric Learning

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Deep Metric Learning-Based Feature Embedding for Hyperspectral Image Classification

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2019.2946318 ◽

2020 ◽

Vol 58 (2) ◽

pp. 1422-1435 ◽

Author(s):

Bin Deng ◽

Sen Jia ◽

Daming Shi

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Metric Learning ◽

Hyperspectral Image Classification ◽

Deep Metric Learning

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Cost-Sensitive Deep Metric Learning for Fine-Grained Image Classification

MultiMedia Modeling - Lecture Notes in Computer Science ◽

10.1007/978-3-319-73603-7_11 ◽

2018 ◽

pp. 130-141 ◽

Author(s):

Junjie Zhao ◽

Yuxin Peng

Keyword(s):

Image Classification ◽

Metric Learning ◽

Fine Grained ◽

Deep Metric Learning

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Multi-view deep metric learning for image classification

2017 IEEE International Conference on Image Processing (ICIP) ◽

10.1109/icip.2017.8297062 ◽

2017 ◽

Author(s):

Dewei Li ◽

Jingjing Tang ◽

Yingjie Tian ◽

Xuchan Ju

Keyword(s):

Image Classification ◽

Metric Learning ◽

Deep Metric Learning

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Dysarthric Speech Recognition Based on Deep Metric Learning

10.21437/interspeech.2020-2267 ◽

2020 ◽

Author(s):

Yuki Takashima ◽

Ryoichi Takashima ◽

Tetsuya Takiguchi ◽

Yasuo Ariki

Keyword(s):

Speech Recognition ◽

Metric Learning ◽

Deep Metric Learning ◽

Dysarthric Speech

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