Dynamic Faces: Insights from Experiments and Computation
Dynamic Faces: Insights from Experiments and Computation
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Abstract
The recognition of faces is a fundamental visual function that is important for social interaction and communication. Scientific interest in facial recognition has increased dramatically over the last decade. Researchers in such fields as psychology, neurophysiology, and functional imaging have published more than 10,000 studies on face processing. Almost all of these studies focus on the processing of static pictures of faces; however, little attention has been paid to the recognition of dynamic faces, faces as they change over time—a topic in neuroscience that is also relevant to a variety of technical applications, including robotics, animation, and human–computer interfaces. This book offers an interdisciplinary overview of recent work on dynamic faces from the biological and computational perspectives. The chapters cover a range of topics, including the psychophysics of dynamic face perception, results from electrophysiology and imaging, clinical deficits in patients with impairments of dynamic face processing, and computational models that provide insights about the brain mechanisms for the processing of dynamic faces. The book offers neuroscientists and biologists a reference for designing experiments and provides computer scientists with knowledge that will help them improve technical systems for the recognition, processing, synthesizing, and animating of dynamic faces.
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Front Matter
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Introduction
Cristóbal Curio and others
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I Psychophysics
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1
Is Dynamic Face Perception Primary?
Alan Johnston
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2
Memory for Moving Faces: The Interplay of Two Recognition Systems
Alice O’Toole andDana Roark
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3
Investigating the Dynamic Characteristics Important for Face Recognition
Natalie Butcher andKaren Lander
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4
Recognition of Dynamic Facial Action Probed by Visual Adaptation
Cristóbal Curio and others
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5
Facial Motion and Facial Form
Barbara Knappmeyer
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6
Dynamic Facial Speech: What, How, and Who?
Harold Hill
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1
Is Dynamic Face Perception Primary?
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II Physiology
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7
Dynamic Facial Signaling: A Dialog between Brains
David A. Leopold
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8
Engaging Neocortical Networks with Dynamic Faces
Stephen V. Shepherd andAsif A. Ghazanfar
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9
Multimodal Studies Using Dynamic Faces
Aina Puce andCharles E. Schroeder
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10
Perception of Dynamic Facial Expressions and Gaze
Patrik Vuilleumier andRuthger Righart
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11
Moving and Being Moved: The Importance of Dynamic Information in Clinical Populations
B. de Gelder andJ. Van den Stock
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7
Dynamic Facial Signaling: A Dialog between Brains
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III Computation
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12
Analyzing Dynamic Faces: Key Computational Challenges
Pawan Sinha
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13
Elements for a Neural Theory of the Processing of Dynamic Faces
Thomas Serre andMartin A. Giese
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14
Insights on Spontaneous Facial Expressions from Automatic Expression Measurement
Marian Bartlett and others
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15
Real-Time Dissociation of Facial Appearance and Dynamics during Natural Conversation
Steven M. Boker andJeffrey F. Cohn
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16
Markerless Tracking of Dynamic 3D Scans of Faces
Christian Walder and others
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12
Analyzing Dynamic Faces: Key Computational Challenges
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End Matter
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