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ICML
2009
IEEE
16 years 5 months ago
Learning non-redundant codebooks for classifying complex objects
Codebook-based representations are widely employed in the classification of complex objects such as images and documents. Most previous codebook-based methods construct a single c...
Wei Zhang, Akshat Surve, Xiaoli Fern, Thomas G. Di...
CVPR
2009
IEEE
15 years 11 months ago
Textural Hausdorff Distance for wider-range tolerance to pose variation and misalignment in 2D face recognition
This paper addresses two critical but rarely concerned issues in 2D face recognition: wider-range tolerance to pose variation and misalignment. We propose a new Textural Hausdorff...
Sanqiang Zhao, Yongsheng Gao
ICDAR
2009
IEEE
15 years 11 months ago
Inductive Logic Programming for Symbol Recognition
In this paper, we make an attempt to use Inductive Logic Programming (ILP) to automatically learn non trivial descriptions of symbols, based on a formal description. This work is ...
K. C. Santosh, Bart Lamiroy, Jean-Philippe Ropers
ACCV
2009
Springer
15 years 11 months ago
Levels of Details for Gaussian Mixture Models
Mixtures of Gaussians are a crucial statistical modeling tool at the heart of many challenging applications in computer vision and machine learning. In this paper, we first descri...
Vincent Garcia, Frank Nielsen, Richard Nock
EMMCVPR
2009
Springer
15 years 11 months ago
Complementary Optic Flow
We introduce the concept of complementarity between data and smoothness term in modern variational optic flow methods. First we design a sophisticated data term that incorporates ...
Henning Zimmer, Andrés Bruhn, Joachim Weick...