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141
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CAIP
2009
Springer
114views Image Analysis» more  CAIP 2009»
15 years 7 months ago
Decision Trees Using the Minimum Entropy-of-Error Principle
Binary decision trees based on univariate splits have traditionally employed so-called impurity functions as a means of searching for the best node splits. Such functions use estim...
Joaquim Marques de Sá, João Gama, Ra...
256
Voted
AAAI
2008
15 years 6 months ago
Multimodal People Detection and Tracking in Crowded Scenes
This paper presents a novel people detection and tracking method based on a multi-modal sensor fusion approach that utilizes 2D laser range and camera data. The data points in the...
Luciano Spinello, Rudolph Triebel, Roland Siegwart
161
Voted
BIOID
2008
157views Biometrics» more  BIOID 2008»
15 years 6 months ago
Modeling Marginal Distributions of Gabor Coefficients: Application to Biometric Template Reduction
Abstract. Gabor filters have demonstrated their effectiveness in automatic face recognition. However, one drawback of Gabor-based face representations is the huge amount of data th...
Daniel González-Jiménez, José...
CIVR
2008
Springer
166views Image Analysis» more  CIVR 2008»
15 years 5 months ago
Content personalization and adaptation for three-screen services
Three-screen services provide the right solution for consumers to access rich multimedia resources by any device, anytime and anywhere. In this paper, we describe a prototype syst...
Zhu Liu, David C. Gibbon, Harris Drucker, Andrea B...
DGCI
2008
Springer
15 years 5 months ago
Statistical Template Matching under Geometric Transformations
Abstract. We present a novel template matching framework for detecting geometrically transformed objects. A template is a simplified representation of the object of interest by a s...
Alexander Sibiryakov