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201006_PRMU_PolikovskyS_original.pdf
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🔗 Source: kameda-lab.org
📊 Size: 594 KB
👤 Author: Senya Polikovsky, Yoshinari Kameda and Yuichi Ohta
⬇️ Downloads: 66

Summary

Detection of facial micro-expression is useful for recognizing human intention, especially hostile intent and danger demeanor. A new computer vision method is proposed to measure facial micro-expression, combining a 3D gradient descriptor with a high-speed camera of 200fps. The method estimates specific characteristics of facial micro-expression, helping to progress psychological analysis. The proposed classification method was evaluated over 10 subjects, confirming its performance. A new experimental setup and GUI interface are also described to estimate the exact location and orientation of the face and acquire efficient ground truth tagging of micro-expressions.

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Description

Detection of facial micro-expression is useful for recognizing human intention, especially hostile intent and danger demeanor.

Technical Information

  • File Format: PDF
  • File Size: 594 KB
  • Pages: 8
  • Language: EN
  • Author: Senya Polikovsky, Yoshinari Kameda and Yuichi Ohta
  • Total Downloads: 66
  • Last Updated: 1 week ago

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