61 search results - page 1 / 13 » Subset Selection for Active Object Recognition |
CVPR
1999
IEEE
15 years 1 months ago
1999
IEEE
This paper presents an algorithm for constructing object representations suitable for recognition. The system automatically selects a representative subset of the views of the obj...
EPIA
2009
Springer
14 years 3 months ago
2009
Springer
Abstract. Robots need to ground their external vocabulary and internal symbols in observations of the world. In recent works, this problem has been approached through combinations ...
ICCV
2003
IEEE
15 years 1 months ago
2003
IEEE
The objective of active recognition is to iteratively collect the next "best" measurements (e.g., camera angles or viewpoints), to maximally reduce ambiguities in recogn...
CVPR
2010
IEEE
14 years 7 months ago
2010
IEEE
Active learning methods aim to select the most informative unlabeled instances to label first, and can help to focus image or video annotations on the examples that will most impr...
NIPS
2007
14 years 19 days ago
2007
We present a new and efficient semi-supervised training method for parameter estimation and feature selection in conditional random fields (CRFs). In real-world applications suc...