10 search results - page 1 / 2 » Conservative Visual Learning for Object Detection with Minim... |
DAGM
2005
Springer
13 years 10 months ago
2005
Springer
CVPR
2009
IEEE
14 years 12 months ago
2009
IEEE
Active learning strategies can be useful when manual labeling
effort is scarce, as they select the most informative
examples to be annotated first. However, for visual category
...
MM
2006
ACM
13 years 10 months ago
2006
ACM
Labeling objects in images is an essential prerequisite for many visual learning and recognition applications that depend on training data, such as image retrieval, object detecti...
IJCV
2011
12 years 11 months ago
2011
Abstract We present an active learning framework that predicts the tradeoff between the effort and information gain associated with a candidate image annotation, thereby ranking un...
ICCV
2007
IEEE
14 years 6 months ago
2007
IEEE
This paper demonstrates how to reduce the hand labeling effort considerably by 3D information in an object detection task. In particular, we demonstrate how an efficient car detec...