88 search results - page 5 / 18 » Learning the Compositional Nature of Visual Objects |
118
Voted
CLOR
2006
15 years 3 months ago
2006
This chapter presents an approach for texture and object recognition that uses scale- or affine-invariant local image features in combination with a discriminative classifier. Text...
94
Voted
HRI
2006
ACM
15 years 5 months ago
2006
ACM
The paper presents an approach to using structural descriptions, obtained through a human-robot tutoring dialogue, as labels for the visual object models a robot learns. The paper...
103
Voted
CORR
2010
Springer
14 years 11 months ago
2010
Springer
Adaptive sparse coding methods learn a possibly overcomplete set of basis functions, such that natural image patches can be reconstructed by linearly combining a small subset of t...
102
Voted
CSL
2002
Springer
14 years 11 months ago
2002
Springer
A spoken language generation system has been developed that learns to describe objects in computer-generated visual scenes. The system is trained by a `show-and-tell' procedu...
111
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NIPS
2008
15 years 1 months ago
2008
We present an approach to low-level vision that combines two main ideas: the use of convolutional networks as an image processing architecture and an unsupervised learning procedu...