Scalable active learning for multi-class image classification
A. J. Joshi, F. Porikli, and N. Papanikolopoulos. To appear in IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI).
Coverage-optimized active learning for KNN classifiers
A. J. Joshi, F. Porikli, and N. Papanikolopoulos. To appear in IEEE International Conference on Robotics and Automation (ICRA), 2012.
Scene-Adaptive human detection with incremental active learning
A. J. Joshi and F. Porikli. In IEEE International Conference on Pattern Recognition (ICPR), 2010.
Breaking the interactive bottleneck in multi-class classification with active selection and binary feedback
A. J. Joshi, F. Porikli, and N. Papanikolopoulos. In in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2010.
Multi-class batch-mode active learning for image classification
A. J. Joshi, F. Porikli, and N. Papanikolopoulos. In in IEEE International Conference on Robotics and Automation (ICRA), 2010.
Multi-class active learning with binary user feedback
A. J. Joshi, F. Porikli, and N. Papanikolopoulos. Advances in Neural Information Processing Systems (NIPS), Workshop on Analysis and Design of Algorithms for Interactive Machine Learning (ADA-IML), 2009.
Multi-class active learning for image classification
A. J. Joshi, F. Porikli, and N. Papanikolopoulos. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2009. Doctoral Spotlight Presentation.
Learning to detect moving shadows in dynamic environments
A. J. Joshi and N. Papanikolopoulos. IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 2008.
Estimating pedestrian counts in groups
P. Kilambi, E. Ribnick, A. J. Joshi, O. Masoud, and N. Papanikolopoulos. Computer Vision and Image Understanding (CVIU), 2008.
Learning of moving cast shadows for dynamic environments
A. J. Joshi and N. Papanikolopoulos. IEEE International Conference on Robotics and Automation (ICRA), 2008.
Moving shadow detection with low- and mid-level reasoning
A. J. Joshi, S. Atev, O. Masoud, and N. Papanikolopoulos. IEEE International Conference on Robotics and Automation (ICRA), 2007.
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