Search results for: POSE CLASSIFICATION

• Pose classification in the gesture recognition using the linear optical sensor

  Publication

  • K. Czuszyński
  • J. Rumiński
  • J. Wtorek

  - Year 2017

  Gesture sensors for mobile devices, which have a capability of distinguishing hand poses, require efficient and accurate classifiers in order to recognize gestures based on the sequences of primitives. Two methods of poses recognition for the optical linear sensor were proposed and validated. The Gaussian distribution fitting and Artificial Neural Network based methods represent two kinds of classification approaches. Three types...

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• The Use of Electronic Nose for Sunflower and Rapeseed Oil Classification

  Publication

  • N. Nosal
  • T. Dymerski
  • J. Namieśnik

  - Year 2015

  The electronic nose is an analytical device often used in food industries to examine the authenticity of their products. The use of the electronic nose allows for a rapid assessment of the quality of food. The oil samples from sunflower and rapeseed were used in this study. Both oil samples were kept inside the thermostat incubator at different ranging from 20oC to 180oC with increment of 40oC. Principal Component Analysis (PCA)...

• The Use of Electronic Nose for Sunflower and Rapeseed Oil Classification

  Publication

  • N. Nosal
  • T. Dymerski
  • J. Namieśnik

  - Year 2015

  The electronic nose is an analytical device often used in food industries to examine the authenticity of their products. The use of the electronic nose allows for a rapid assessment of the quality of food. The oil samples from sunflower and rapeseed were used in this study. Both oil samples were kept inside the thermostat incubator at different ranging from 20oC to 180oC with increment of 40oC. Principal Component Analysis (PCA)...

• Journal of Classification

  Journals

  ISSN: 0176-4268 , eISSN: 1432-1343

• Application of an Electronic Nose Instrument to Fast Classification of Polish Honey Types

  Publication

  • T. Dymerski
  • J. Gębicki
  • W. Wardencki
  • J. Namieśnik

  - SENSORS - Year 2014

  The paper presents practical utilization of an electronic nose prototype, based on the FIGARO semiconductor sensors, in fast classification of Polish honey types—acacia flower, linden flower, rape, buckwheat and honeydew ones. A set of thermostating modules of the prototype provided gradient temperature characteristics of barbotage-prepared gas mixtures and stable measurement conditions. Three chemometric data analysis methods...

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• Cataloging & Classification Quarterly

  Journals

  ISSN: 0163-9374 , eISSN: 1544-4554

• Vegetation Classification and Survey

  Journals

  eISSN: 2683-0671

• Advances in Data Analysis and Classification

  Journals

  ISSN: 1862-5347 , eISSN: 1862-5355

• ISSUES OF CLASSIFICATION FUNCTION CONTINUITY IN ENDOSCOPIC VIDEO CLASSIFICATION

  Publication

  • A. Blokus
  • A. Brzeski
  • J. Cychnerski

  - Year 2013

  In the article a new way of analyzing the properties of feature vector functions (FVF) and classiers of images in a video stream is proposed. The general idea is based on focusing of the perceived continuity of the FVF and classier functions. Issues related to creating an exact mathematical model are discussed and a simplied solution is proposed. An exemplary algorithm is evaluated on three exemplary video sequences. The acquired...

• Sequential classification.

  Publication

  • A. Kołakowska
  • W. Malina

  - Year 2003

  Opisano uogólniony algorytm konstrukcji klasyfikatora sekwencyjnego. Uogólnienie polega na tym, że zbiór klas dzielimy na dwie grupy zamiast oddzielania po jednej klasie w każdym kroku uczenia klasyfikatora. Eksperymenty potwierdzały lepsze własności klasyfikatora.