127
click to vote
DAGM
15 years 2 months ago
2008 Springer 
Abstract. This paper proposes a regression-based method for singleimage super-resolution. Kernel ridge regression (KRR) is used to estimate the high-frequency details of the underl...
127
Voted
DAGM
15 years 2 months ago
2008 Springer 
Most current methods for multi-class object classification and localization work as independent 1-vs-rest classifiers. They decide whether and where an object is visible in an imag...
115
click to vote
DAGM
15 years 2 months ago
2008 Springer 
Abstract. Probabilistic models with hidden variables such as probabilistic Latent Semantic Analysis (pLSA) and Latent Dirichlet Allocation (LDA) have recently become popular for so...
124
click to vote
DAGM
15 years 2 months ago
2008 Springer
We investigate maximum likelihood parameter learning in Conditional Random Fields (CRF) and present an empirical study of pseudo-likelihood (PL) based approximations of the paramet...
115
click to vote
DAGM
15 years 2 months ago
2008 Springer 
Abstract. In this work, we propose a model-based approach for estimating the 3D position and orientation of a dummy's head for crash test video analysis. Instead of relying on...
|
Image Processing