Image classification by multi-instance learning with base sample selection
Published in Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE • Oct 20, 2011
NobleIDNI2P66W20R14S59
Authors:,,
Qiang Pan
Gang Zhang
Xiaoyan Zhang
Abstract
We propose a similarity-based learning style algorithm by regarding each image as a multi-instance (MI) sample for image classification. An image featured as vectorial representation interesting regions is transferred to a MI sample. Then a similarity like matrix is constructed using MI kernel betwe...
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