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AUIC
2004
IEEE
15 years 8 months ago
Rapid Visual Flow: How Fast Is Too Fast?
It is becoming increasingly common for user interfaces to use zooming visual effects that automatically adapt to user actions. The MacOs X `dock' icon panel, for instance, us...
Andrew Wallace, Joshua Savage, Andy Cockburn
COLT
1999
Springer
15 years 8 months ago
Beating the Hold-Out: Bounds for K-fold and Progressive Cross-Validation
The empirical error on a test set, the hold-out estimate, often is a more reliable estimate of generalization error than the observed error on the training set, the training estim...
Avrim Blum, Adam Kalai, John Langford
ICRA
2009
IEEE
137views Robotics» more  ICRA 2009»
15 years 11 months ago
Multiple-model RANSAC for ego-motion estimation in highly dynamic environments
Abstract— Robust ego-motion estimation in urban environments is a key prerequisite for making a robot truly autonomous, but is not easily achievable as there are two motions invo...
Shao-Wen Yang, Chieh-Chih Wang
ISCAS
2003
IEEE
85views Hardware» more  ISCAS 2003»
15 years 9 months ago
A robust global motion estimation scheme for sprite coding
A new global motion estimation technique for sprite coding is presented in this paper. The proposed system manages to accurately register frames to a sprite without referencing th...
Hoi-Kok Cheung, Wan-Chi Siu
IDA
2009
Springer
15 years 11 months ago
Estimating Squared-Loss Mutual Information for Independent Component Analysis
Abstract. Accurately evaluating statistical independence among random variables is a key component of Independent Component Analysis (ICA). In this paper, we employ a squared-loss ...
Taiji Suzuki, Masashi Sugiyama