74
Voted
DAGM
2006
Springer
15 years 1 months ago
2006
Springer
Abstract. Patch based approaches have recently shown promising results for the recognition of visual object classes. This paper investigates the role of different properties of pat...
107
click to vote
MLCW
2005
Springer
15 years 3 months ago
2005
Springer
The PASCAL Visual Object Classes Challenge ran from February to March 2005. The goal of the challenge was to recognize objects from a number of visual object classes in realistic s...
82
Voted
ECCV
2008
Springer
16 years 8 hour ago
2008
Springer
Abstract. Class hierarchies are commonly used to reduce the complexity of the classification problem. This is crucial when dealing with a large number of categories. In this work, ...
93
Voted
CVPR
2007
IEEE
16 years 4 days ago
2007
IEEE
This paper presents a method of learning and recognizing generic object categories using part-based spatial models. The models are multiscale, with a scene component that specifie...
87
Voted
CVPR
2007
IEEE
16 years 4 days ago
2007
IEEE
We introduce an exemplar model that can learn and generate a region of interest around class instances in a training set, given only a set of images containing the visual class. T...