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DTSTART:18871231T000000
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DTSTAMP:20260817T171531Z
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:Zhongshi Jiang, Kishore Venkateshan, Giljoo Nam, Meixu Chen, R
 omain Bachy, Jean-Charles Bazin, and Alexandre Chapiro (Meta)\n\nHumans ar
 e uniquely sensitive to faces. Recognizing fine detail in faces plays an i
 mportant role in social cognition, identity; and it is key to human intera
 ction. In this work, we present the first quantitative study of the relati
 ve importance of face regions to human observers. We created a dataset of 
 960 unique models featuring localized geometry and texture distortions rel
 evant to visual computing applications. We then conducted an extensive sub
 jective study examining the perceptual saliency of facial regions through 
 the lens of distortion visibility. Our study comprises over 18,000 compari
 sons and indicates non-trivial preferences across distortion types and fac
 ial areas. Our results provide relevant insights for algorithm design, and
  we demonstrate our data's value in model compression applications.\n\nReg
 istration Category: Full Access, Full Access Supporter\n\nLanguage Format:
  English Language\n\nSession Chair: Valentin Deschaintre (Adobe Research)\
 n\n
URL:https://asia.siggraph.org/2024/program/?id=papers_685&sess=sess149
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