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» Two-Dimensional Active Learning for image classification
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CVPR
2008
IEEE
14 years 7 months ago
Two-Dimensional Active Learning for image classification
In this paper, we propose a two-dimensional active learning scheme and show its application in image classification. Traditional active learning methods select samples only along ...
Guo-Jun Qi, Xian-Sheng Hua, Yong Rui, Jinhui Tang,...
ICRA
2010
IEEE
186views Robotics» more  ICRA 2010»
13 years 3 months ago
Multi-class batch-mode active learning for image classification
Accurate image classification is crucial in many robotics and surveillance applications
Ajay J. Joshi, Fatih Porikli, Nikolaos Papanikolop...
ACCV
2006
Springer
13 years 8 months ago
Multiple Similarities Based Kernel Subspace Learning for Image Classification
Abstract. In this paper, we propose a new method for image classification, in which matrix based kernel features are designed to capture the multiple similarities between images in...
Wang Yan, Qingshan Liu, Hanqing Lu, Songde Ma
ICML
2006
IEEE
14 years 5 months ago
Batch mode active learning and its application to medical image classification
Steven C. H. Hoi, Rong Jin, Jianke Zhu, Michael R....
ICIP
2004
IEEE
14 years 6 months ago
Multi-label SVM active learning for image classification
Image classification is an important task in computer vision. However, how to assign suitable labels to images is a subjective matter, especially when some images can be categoriz...
Xuchun Li, Lei Wang, Eric Sung