Multi-level Adaptive Active Learning for Scene Classification

作者: Xin Li , Yuhong Guo

DOI: 10.1007/978-3-319-10584-0_16

关键词:

摘要: … A naive idea is to present a patch to the human labeler and query the object class label of … , we present a whole image to the labeler and ask whether the image contains a particular set …

参考文章(38)
Amar Parkash, Devi Parikh, Attributes for Classifier Feedback Computer Vision – ECCV 2012. pp. 354- 368 ,(2012) , 10.1007/978-3-642-33712-3_26
Brian Quigley, Synthesis Digital Library of Engineering and Computer Science Issues in Science and Technology Librarianship. pp. 5- ,(2009)
Russ Greiner, Yuhong Guo, Optimistic active learning using mutual information international joint conference on artificial intelligence. pp. 823- 829 ,(2007)
Viktoriia Sharmanska, Novi Quadrianto, Christoph H. Lampert, Augmented Attribute Representations Computer Vision – ECCV 2012. pp. 242- 255 ,(2012) , 10.1007/978-3-642-33715-4_18
S. Sathiya Keerthi, Chih-Jen Lin, Ruby C. Weng, Trust Region Newton Method for Logistic Regression Journal of Machine Learning Research. ,vol. 9, pp. 627- 650 ,(2008) , 10.1145/1390681.1390703
Peter Willett, Karen Sparck Jones, Readings in information retrieval Morgan Kaufmann Publishers Inc.. ,(1997)
Yang Wang, Greg Mori, A discriminative latent model of object classes and attributes european conference on computer vision. pp. 155- 168 ,(2010) , 10.1007/978-3-642-15555-0_12
Xin Li, Yuhong Guo, Adaptive Active Learning for Image Classification computer vision and pattern recognition. pp. 859- 866 ,(2013) , 10.1109/CVPR.2013.116
A. Vezhnevets, J. M. Buhmann, V. Ferrari, Active learning for semantic segmentation with expected change computer vision and pattern recognition. pp. 3162- 3169 ,(2012) , 10.1109/CVPR.2012.6248050
Behjat Siddiquie, Abhinav Gupta, Beyond active noun tagging: Modeling contextual interactions for multi-class active learning computer vision and pattern recognition. pp. 2979- 2986 ,(2010) , 10.1109/CVPR.2010.5540044