Batch Mode Active Learning for Geographical Image Classification

Web Technologies and Applications - Lecture Notes in Computer Science ◽

10.1007/978-3-319-25255-1_61 ◽

2015 ◽

pp. 744-755

Author(s):

Zengmao Wang ◽

Bo Du ◽

Lefei Zhang ◽

Wenbin Hu ◽

Dacheng Tao ◽

...

Keyword(s):

Active Learning ◽

Image Classification ◽

Batch Mode

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A Noise Robust Batch Mode Semi-supervised and Active Learning Framework for Image Classification

Lecture Notes in Computer Science - Image and Graphics ◽

10.1007/978-3-030-34120-6_44 ◽

2019 ◽

pp. 541-552

Author(s):

Chaoqun Hou ◽

Chenhui Yang ◽

Fujia Ren ◽

Rongjie Lin

Keyword(s):

Active Learning ◽

Image Classification ◽

Batch Mode ◽

Learning Framework ◽

Noise Robust

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A batch-mode active learning framework by querying discriminative and representative samples for hyperspectral image classification

Neurocomputing ◽

10.1016/j.neucom.2015.11.062 ◽

2016 ◽

Vol 179 ◽

pp. 88-100 ◽

Cited By ~ 18

Author(s):

Zengmao Wang ◽

Bo Du ◽

Lefei Zhang ◽

Liangpei Zhang

Keyword(s):

Active Learning ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Batch Mode ◽

Learning Framework ◽

Representative Samples

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Batch-Mode Active Learning-Based Superpixel Library Generation for Very High-Resolution Aerial Image Classification

Advances in Intelligent Systems and Computing - Computational Intelligence: Theories, Applications and Future Directions - Volume II ◽

10.1007/978-981-13-1135-2_24 ◽

2018 ◽

pp. 307-318

Author(s):

Rajeswari Balasubramaniam ◽

Srivalsan Namboodiri ◽

Gorthi. R. K. Sai Subrahmanyam ◽

Rama Rao Nidamanuri

Keyword(s):

High Resolution ◽

Active Learning ◽

Image Classification ◽

Aerial Image ◽

Batch Mode ◽

Very High

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A Multi-Strategy Batch Mode Active Learning Algorithm for Image Classification

Lecture Notes in Electrical Engineering - Communications, Signal Processing, and Systems ◽

10.1007/978-981-15-8411-4_261 ◽

2021 ◽

pp. 1977-1980

Author(s):

Sen Han ◽

Lin Wang ◽

Derui Song

Keyword(s):

Active Learning ◽

Image Classification ◽

Learning Algorithm ◽

Batch Mode

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Spatial Coherence-Based Batch-Mode Active Learning for Remote Sensing Image Classification

IEEE Transactions on Image Processing ◽

10.1109/tip.2015.2405335 ◽

2015 ◽

Vol 24 (7) ◽

pp. 2037-2050 ◽

Cited By ~ 32

Author(s):

Qian Shi ◽

Bo Du ◽

Liangpei Zhang

Keyword(s):

Remote Sensing ◽

Active Learning ◽

Image Classification ◽

Spatial Coherence ◽

Remote Sensing Image ◽

Batch Mode ◽

Remote Sensing Image Classification

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Batch mode active learning and its application to medical image classification

Proceedings of the 23rd international conference on Machine learning - ICML '06 ◽

10.1145/1143844.1143897 ◽

2006 ◽

Cited By ~ 137

Author(s):

Steven C. H. Hoi ◽

Rong Jin ◽

Jianke Zhu ◽

Michael R. Lyu

Keyword(s):

Active Learning ◽

Image Classification ◽

Medical Image ◽

Batch Mode ◽

Medical Image Classification

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Multi-class batch-mode active learning for image classification

2010 IEEE International Conference on Robotics and Automation ◽

10.1109/robot.2010.5509293 ◽

2010 ◽

Cited By ~ 6

Author(s):

Ajay J. Joshi ◽

Fatih Porikli ◽

Nikolaos Papanikolopoulos

Keyword(s):

Active Learning ◽

Image Classification ◽

Batch Mode

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Spatial correlated information based batch mode active learning method for remote sensing image classification

2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS ◽

10.1109/igarss.2013.6723494 ◽

2013 ◽

Author(s):

Qian Shi ◽

Liangpei Zhang ◽

Bo Du

Keyword(s):

Remote Sensing ◽

Active Learning ◽

Image Classification ◽

Remote Sensing Image ◽

Learning Method ◽

Batch Mode ◽

Remote Sensing Image Classification ◽

Active Learning Method ◽

Correlated Information

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Batch mode active learning for multi-label image classification with informative label correlation mining

2012 IEEE Workshop on the Applications of Computer Vision (WACV) ◽

10.1109/wacv.2012.6163043 ◽

2012 ◽

Cited By ~ 5

Author(s):

Bang Zhang ◽

Yang Wang ◽

Wei Wang

Keyword(s):

Active Learning ◽

Image Classification ◽

Batch Mode ◽

Correlation Mining ◽

Label Correlation

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Hyperspectral image classification based on active learning

Journal of Computer Applications ◽

10.3724/sp.j.1087.2013.03441 ◽

2013 ◽

Vol 33 (12) ◽

pp. 3441-3443

Author(s):

Zedong HAO ◽

Songsong YU ◽

Jihong GUAN

Keyword(s):

Active Learning ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification

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