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» Methods of Automatic Algorithm Generation
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SMI
2007
IEEE
129views Image Analysis» more  SMI 2007»
15 years 11 months ago
Automatic 2D Shape Orientation by Example
As large shape repositories become more common, the problem of automatically generating good views of shapes has recently gained prominence. However, very few of the proposed meth...
Waqar Saleem, Danyi Wang, Alexander G. Belyaev, Ha...
PRICAI
2000
Springer
15 years 8 months ago
Generating Hierarchical Structure in Reinforcement Learning from State Variables
This paper presents the CQ algorithm which decomposes and solves a Markov Decision Process (MDP) by automatically generating a hierarchy of smaller MDPs using state variables. The ...
Bernhard Hengst
ICMCS
2007
IEEE
194views Multimedia» more  ICMCS 2007»
15 years 11 months ago
Automatically Tuning Background Subtraction Parameters using Particle Swarm Optimization
A common trait of background subtraction algorithms is that they have learning rates, thresholds, and initial values that are hand-tuned for a scenario in order to produce the des...
Brandyn White, Mubarak Shah
MMM
2007
Springer
140views Multimedia» more  MMM 2007»
15 years 11 months ago
Accelerating Non-photorealistic Video Effects Using Compressed Domain Processing
Recently, various non-photorealistic rendering (NPR) techniques have been developed for computers to generate images of different artistic styles automatically. Due to the complexi...
Wen-Hung Liao
GECCO
2005
Springer
154views Optimization» more  GECCO 2005»
15 years 10 months ago
Genetic algorithms using low-discrepancy sequences
The random number generator is one of the important components of evolutionary algorithms (EAs). Therefore, when we try to solve function optimization problems using EAs, we must ...
Shuhei Kimura, Koki Matsumura