59 search results - page 1 / 12 » Is Bottom-Up Attention Useful for Object Recognition |
CVPR
2004
IEEE
14 years 6 months ago
2004
IEEE
A key problem in learning multiple objects from unlabeled images is that it is a priori impossible to tell which part of the image corresponds to each individual object, and which...
PAMI
2008
13 years 4 months ago
2008
We construct an image segmentation scheme that combines top-down (TD) with bottom-up (BU) processing. In the proposed scheme, segmentation and recognition are intertwined rather th...
IBPRIA
2005
Springer
13 years 10 months ago
2005
Springer
We present an approach to vision-based person detection in robotic applications that integrates top down template matching with bottom up classifiers. We detect components of the ...
ICRA
2008
IEEE
13 years 11 months ago
2008
IEEE
Abstract— This paper studies the sequential object recognition problem faced by a mobile robot searching for specific objects within a cluttered environment. In contrast to curr...
ICML
2005
IEEE
14 years 5 months ago
2005
IEEE
This work provides a framework for learning sequential attention in real-world visual object recognition, using an architecture of three processing stages. The first stage rejects...