Capturing human annotators' subjective responses in image annotation has become crucial
as vision-based classifiers expand the range of application areas. While there has been …

In this paper, we propose a scene co-parsing framework to assign pixel-wise semantic
labels in weakly-labeled videos, ie, only video-level category labels are given. To exploit …

Image parsing is vital for many high-level image understanding tasks. Although both
parametric and non-parametric approaches have achieved remarkable success, many …

Usual multi-class classification techniques often rely on the availability of all relevant
features. In practice, however, this requirement restricts the type of features that can be …

Computers and mobile phones are common today and play an important role in society for
children and adults, providing many opportunities and advantages. This new application is …

Multi-class co-segmentation is a challenging task because of the variety and complexity of
the objects and images. To get more accurate object proposals is the key step for the …

Object recognition has become a central topic in computer vision applications such as
image search, robotics and vehicle safety systems. However, it is a challenging task due to …