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ICML
2005
IEEE
16 years 8 months ago
Object correspondence as a machine learning problem
We propose machine learning methods for the estimation of deformation fields that transform two given objects into each other, thereby establishing a dense point to point correspo...
Bernhard Schölkopf, Florian Steinke, Volker B...
ICSE
2009
IEEE-ACM
16 years 8 months ago
The impact of process choice in high maturity environments: An empirical analysis
We present the results of a three year field study of the software development process choices made by project teams at two leading offshore vendors. In particular, we focus on th...
Narayan Ramasubbu, Rajesh Krishna Balan
ISBI
2008
IEEE
16 years 7 months ago
Learning non-homogenous textures and the unlearning problem with application to drusen detection in retinal images
In this work we present a novel approach for learning nonhomogenous textures without facing the unlearning problem. Our learning method mimics the human behavior of selective lear...
Noah Lee, Andrew F. Laine, Theodore R. Smith
KDD
2002
ACM
187views Data Mining» more  KDD 2002»
16 years 7 months ago
Transforming classifier scores into accurate multiclass probability estimates
Class membership probability estimates are important for many applications of data mining in which classification outputs are combined with other sources of information for decisi...
Bianca Zadrozny, Charles Elkan
ICIAP
2003
ACM
16 years 7 months ago
Color correction for digital photographs
The paper describes a reliable and rapid method for detecting and removing a color cast (i.e. a superimposed dominant color) in a digital image without any a priori knowledge of i...
Francesca Gasparini, Raimondo Schettini