114 search results - page 12 / 23 » The Pascal Visual Object Classes (VOC) Challenge |
CVPR
2012
IEEE
11 years 9 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 ...
CVPR
2012
IEEE
11 years 9 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...
BMVC
2010
13 years 5 months ago
2010
This paper shows how semantic attribute features can be used to improve object classification performance. The semantic attributes used fall into five groups: scene (e.g. `road�...
ICPR
2010
IEEE
14 years 2 months ago
2010
IEEE
In recent years several works have aimed at exploiting color information in order to improve the bag-ofwords based image representation. There are two stages in which color inform...
CVPR
2011
IEEE
13 years 3 months ago
2011
IEEE
The deformable part-based model (DPM) proposed by Felzenszwalb et al. has demonstrated state-of-the-art results in object localization. The model offers a high degree of learnt in...