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IBPRIA
2005
Springer

A Learning Framework for Object Recognition on Image Understanding

10 years 4 months ago
A Learning Framework for Object Recognition on Image Understanding
Abstract. In this paper an object learning system for image understanding is proposed. The knowledge acquisition system is designed as a supervised learning task, which emphasises the role of the user as teacher of the system and allows to obtain the object description as well as to select the best recognition strategy for each specific object. From several representative examples in training images, an object description is acquired by considering different model representations. Moreover, different recognition strategies are built and applied to obtain initial results. Next, teacher evaluates these results and the system automatically selects the specific strategy which best recognise each object. Experimental results are shown and discussed.
Xavier Muñoz, Anna Bosch, Joan Martí
Added 27 Jun 2010
Updated 27 Jun 2010
Type Conference
Year 2005
Where IBPRIA
Authors Xavier Muñoz, Anna Bosch, Joan Martí, Joan Espunya
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