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KDD
2005
ACM
103views Data Mining» more  KDD 2005»
16 years 7 months ago
Robust boosting and its relation to bagging
Several authors have suggested viewing boosting as a gradient descent search for a good fit in function space. At each iteration observations are re-weighted using the gradient of...
Saharon Rosset
ETRA
2010
ACM
270views Biometrics» more  ETRA 2010»
16 years 1 months ago
Homography normalization for robust gaze estimation in uncalibrated setups
Homography-based glint-normalization is presented as a novel gaze estimation method for uncalibrated setups. The method is geometrically and empirically demonstrated to be robust ...
Dan Witzner Hansen, Javier San Agustin, Arantxa Vi...
IROS
2009
IEEE
141views Robotics» more  IROS 2009»
16 years 1 months ago
Robust on-line model-based object detection from range images
— A mobile robot that accomplishes high level tasks needs to be able to classify the objects in the environment and to determine their location. In this paper, we address the pro...
Bastian Steder, Giorgio Grisetti, Mark Van Loock, ...
ICCS
2005
Springer
16 years 6 days ago
Highly Scalable Algorithms for Robust String Barcoding
: String barcoding is a recently introduced technique for genomic based identification of microorganisms. In this paper we describe the engineering of highly scalable algorithms fo...
Bhaskar DasGupta, Kishori M. Konwar, Ion I. Mandoi...
DAGM
2006
Springer
15 years 10 months ago
Robust Variational Segmentation of 3D Objects from Multiple Views
We propose a probabilistic formulation of 3D segmentation given a series of images from calibrated cameras. Instead of segmenting each image separately in order to build a 3D surfa...
Kalin Kolev, Thomas Brox, Daniel Cremers