Authors
Marc'Aurelio Ranzato
Publication date
2014/4/24
Journal
arXiv preprint arXiv:1405.5488
Description
Abstract: Current automatic vision systems face two major challenges: scalability and
extreme variability of appearance. First, the computational time required to process an
image typically scales linearly with the number of pixels in the image, therefore limiting the
resolution of input images to thumbnail size. Second, variability in appearance and pose of
the objects constitute a major hurdle for robust recognition and detection. In this work, we
propose a model that makes baby steps towards addressing these challenges. We ...
Total citations
201420152016262
Scholar articles
MA Ranzato - arXiv preprint arXiv:1405.5488, 2014