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    ICRA
    2006
    IEEE
    128views Robotics» more  ICRA 2006»
    Probabilistic Location Recognition using Reduced Feature Set
    14 years 1 months ago
    Probabilistic Location Recognition using Reduced Feature Set
    Download  cs.gmu.edu
    Abstract— The localization capability is central to basic navigation tasks and motivates development of various visual navigation systems. In this paper we describe a two stage a...
    Fayin Li, Jana Kosecka
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    ICMLA
    2009
    167views Machine Learning» more  ICMLA 2009»
    Structured Prediction Models for Chord Transcription of Music Audio
    13 years 5 months ago
    Structured Prediction Models for Chord Transcription of Music Audio
    Download  www.cs.columbia.edu
    Chord sequences are a compact and useful description of music, representing each beat or measure in terms of a likely distribution over individual notes without specifying the not...
    Adrian Weller, Daniel P. W. Ellis, Tony Jebara
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    BMCBI
    2007
    115views more  BMCBI 2007»
    A novel, fast, HMM-with-Duration implementation - for application with a new, pattern recognition informed, nanopore detector
    13 years 7 months ago
    A novel, fast, HMM-with-Duration implementation - for application with a new, pattern recognition informed, nanopore detector
    Download  www.biomedcentral.com
    Background: Hidden Markov Models (HMMs) provide an excellent means for structure identification and feature extraction on stochastic sequential data. An HMM-with-Duration (HMMwD) ...
    Stephen Winters-Hilt, Carl Baribault
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    JMLR
    2012
    313views Programming Languages» more  JMLR 2012»
    Approximate Inference in Additive Factorial HMMs with Application to Energy Disaggregation
    11 years 10 months ago
    Approximate Inference in Additive Factorial HMMs with Application to Energy Disaggregation
    Download  people.csail.mit.edu
    This paper considers additive factorial hidden Markov models, an extension to HMMs where the state factors into multiple independent chains, and the output is an additive function...
    J. Zico Kolter, Tommi Jaakkola
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    AVSS
    2007
    IEEE
    267views Signal Processing» more  AVSS 2007»
    Sign language detection using 3D visual cues
    14 years 2 months ago
    Sign language detection using 3D visual cues
    Download  ict.ewi.tudelft.nl
    A 3D visual hand gesture recognition method is proposed that detects correctly performed signs from stereo camera input. Hand tracking is based on skin detection with an adaptive ...
    Jeroen Lichtenauer, Gineke A. ten Holt, Emile A. H...
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