366 search results - page 1 / 74 » Cascade Object Detection with Deformable Part Models |
125
Voted
CVPR
2010
IEEE
15 years 10 months ago
2010
IEEE
We describe a general method for building cascade classifiers from part-based deformable models such as pictorial structures. We focus primarily on the case of star-structured mod...
161
Voted
CVPR
2012
IEEE
13 years 4 months ago
2012
IEEE
The performance of part-based object detectors generally degrades for highly flexible objects. The limited topological structure of models and pre-specified part shapes are two ...
119
Voted
PAMI
2010
15 years 17 days ago
2010
—We describe an object detection system based on mixtures of multiscale deformable part models. Our system is able to represent highly variable object classes and achieves state-...
151
Voted
CVPR
2012
IEEE
13 years 4 months ago
2012
IEEE
Current object class recognition systems typically target 2D bounding box localization, encouraged by benchmark data sets, such as Pascal VOC. While this seems suitable for the de...
108
Voted
CVPR
2008
IEEE
16 years 4 months ago
2008
IEEE
This paper describes a discriminatively trained, multiscale, deformable part model for object detection. Our system achieves a two-fold improvement in average precision over the b...