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» Selection of Generative Models in Classification
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CVPR
2009
IEEE
15 years 2 months ago
Learning to associate: HybridBoosted multi-target tracker for crowded scene
We propose a learning-based hierarchical approach of multi-target tracking from a single camera by progressively associating detection responses into longer and longer track fragm...
Yuan Li, Chang Huang, Ram Nevatia
ECML
2006
Springer
15 years 1 months ago
Sequence Discrimination Using Phase-Type Distributions
Abstract We propose in this paper a novel approach to the classification of discrete sequences. This approach builds a model fitting some dynamical features deduced from the learni...
Jérôme Callut, Pierre Dupont
CVPR
2008
IEEE
16 years 4 days ago
Discovering class specific composite features through discriminative sampling with Swendsen-Wang Cut
This paper proposes a novel approach to discover a set of class specific "composite features" as the feature pool for the detection and classification of complex objects...
Feng Han, Ying Shan, Harpreet S. Sawhney, Rakesh K...
104
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INFFUS
2006
142views more  INFFUS 2006»
14 years 10 months ago
Moderate diversity for better cluster ensembles
Adjusted Rand index is used to measure diversity in cluster ensembles and a diversity measure is subsequently proposed. Although the measure was found to be related to the quality...
Stefan Todorov Hadjitodorov, Ludmila I. Kuncheva, ...
FPL
2007
Springer
120views Hardware» more  FPL 2007»
15 years 4 months ago
Design Methodology and Trade-offs Analysis for Parameterized Dynamically Reconfigurable Processor Arrays
In this paper, we propose a Dynamically Reconfigurable Processor Array (DRPA) generator which can generate various types of DRPAs. Our target DRPA architecture is fully parameter...
Yohei Hasegawa, Hideharu Amano