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Lecture Notes for CSE 185 - Introduction to Computer Vision with Newsam at UC-Merced (UC Merced)

Notes Information

Material Type:Class Note
Professor:Newsam
Class:CSE 185 - Introduction to Computer Vision
Subject:Computer Science & Engineering
University:University of California-Merced
Term: 2004
Keywords:
  • Performance Evaluation
  • Overlapping
  • Recognition
  • Orientation
  • Evaluation Research
  • Normalization
  • Arrangement
  • Surveillance
  • Component Model
  • Distribution Intensity
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1 Recent Advances in Face Detection iMing-Hsuan ngYang mhyang@ucmerced.edu http://faculty.ucmerced.edu/mhyang 2 Face Detection: A Solved Problem? „ Re res t hav Recent results have d n t at l n demonstrated excellent results ‹ t u t p e fast, multi pose, ar o cl i , partial occlusion, . „ So s ce d t t on So, is face detection a s v ro emsolved problem? „ No, not quite. Omron' e d rs face detector i a [Liu et al 04] 3 Outline „ e eObjective ‹Survey major face detection works ‹Address "how" and "why" questions ‹ r s c c i m thPros and cons of detection ethods ‹ ut e e r di e sFuture research directions „ p te or a i l Updated tutorial material http://faculty ucmerced edu/mhyang/face-detection-survey html 4 Face Detection „ Id n i y c e Identify and locat human faces in an image re ar l h i regardless of their ‹ it npositio ‹ scale ‹ in-plane rotation ‹ ie ta norientatio ‹ e tpose (o...

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