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BEGIN:VEVENT
DTSTAMP:20250110T023313Z
LOCATION:Hall B5 (2)\, B Block\, Level 5
DTSTART;TZID=Asia/Tokyo:20241206T145600
DTEND;TZID=Asia/Tokyo:20241206T150800
UID:siggraphasia_SIGGRAPH Asia 2024_sess149_papers_685@linklings.com
SUMMARY:FaceMap: Distortion-Driven Perceptual Facial Saliency Maps
DESCRIPTION:Technical Papers\n\nZhongshi Jiang, Kishore Venkateshan, Giljo
 o Nam, Meixu Chen, Romain Bachy, Jean-Charles Bazin, and Alexandre Chapiro
  (Meta)\n\nHumans are uniquely sensitive to faces. Recognizing fine detail
  in faces plays an important role in social cognition, identity; and it is
  key to human interaction. In this work, we present the first quantitative
  study of the relative importance of face regions to human observers. We c
 reated a dataset of 960 unique models featuring localized geometry and tex
 ture distortions relevant to visual computing applications. We then conduc
 ted an extensive subjective study examining the perceptual saliency of fac
 ial regions through the lens of distortion visibility. Our study comprises
  over 18,000 comparisons and indicates non-trivial preferences across dist
 ortion types and facial areas. Our results provide relevant insights for a
 lgorithm design, and we demonstrate our data's value in model compression 
 applications.\n\nRegistration Category: Full Access, Full Access Supporter
 \n\nLanguage Format: English Language\n\nSession Chair: Valentin Deschaint
 re (Adobe Research)
URL:https://asia.siggraph.org/2024/program/?id=papers_685&sess=sess149
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