A muscle model for animation three-dimensional facial expression
SIGGRAPH '87 Proceedings of the 14th annual conference on Computer graphics and interactive techniques
Realistic modeling for facial animation
SIGGRAPH '95 Proceedings of the 22nd annual conference on Computer graphics and interactive techniques
Fourier principles for emotion-based human figure animation
SIGGRAPH '95 Proceedings of the 22nd annual conference on Computer graphics and interactive techniques
Video Rewrite: driving visual speech with audio
Proceedings of the 24th annual conference on Computer graphics and interactive techniques
Coding, Analysis, Interpretation, and Recognition of Facial Expressions
IEEE Transactions on Pattern Analysis and Machine Intelligence
Factorial Hidden Markov Models
Machine Learning - Special issue on learning with probabilistic representations
Proceedings of the 26th annual conference on Computer graphics and interactive techniques
Proceedings of the 27th annual conference on Computer graphics and interactive techniques
Trainable videorealistic speech animation
Proceedings of the 29th annual conference on Computer graphics and interactive techniques
Motion capture assisted animation: texturing and synthesis
Proceedings of the 29th annual conference on Computer graphics and interactive techniques
Modeling, Tracking and Interactive Animation of Faces and Heads Using Input from Video
CA '96 Proceedings of the Computer Animation
Feature-Point Tracking by Optical Flow Discriminates Subtle Differences in Facial Expression
FG '98 Proceedings of the 3rd. International Conference on Face & Gesture Recognition
Automated Facial Expression Recognition Based on FACS Action Units
FG '98 Proceedings of the 3rd. International Conference on Face & Gesture Recognition
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PG '02 Proceedings of the 10th Pacific Conference on Computer Graphics and Applications
ICCV '95 Proceedings of the Fifth International Conference on Computer Vision
Topographic Independent Component Analysis
Neural Computation
Separating Style and Content with Bilinear Models
Neural Computation
Mood swings: expressive speech animation
ACM Transactions on Graphics (TOG)
Automatic determination of facial muscle activations from sparse motion capture marker data
ACM SIGGRAPH 2005 Papers
Face transfer with multilinear models
ACM SIGGRAPH 2005 Papers
Expressive speech-driven facial animation
ACM Transactions on Graphics (TOG)
GI '06 Proceedings of Graphics Interface 2006
Expressive Facial Animation Synthesis by Learning Speech Coarticulation and Expression Spaces
IEEE Transactions on Visualization and Computer Graphics
Face transfer with multilinear models
ACM SIGGRAPH 2006 Courses
Interactive motion decomposition
SIGGRAPH '04 ACM SIGGRAPH 2004 Sketches
Transferring of Speech Movements from Video to 3D Face Space
IEEE Transactions on Visualization and Computer Graphics
Simulating speech with a physics-based facial muscle model
Proceedings of the 2006 ACM SIGGRAPH/Eurographics symposium on Computer animation
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Proceedings of the 2007 ACM SIGGRAPH symposium on Video games
Proceedings of the 5th international conference on Computer graphics and interactive techniques in Australia and Southeast Asia
Interactive 3D facial expression posing through 2D portrait manipulation
GI '08 Proceedings of graphics interface 2008
Data-driven curvature for real-time line drawing of dynamic scenes
ACM Transactions on Graphics (TOG)
IEICE - Transactions on Information and Systems
Style learning and transferring for facial animation editing
Proceedings of the 2009 ACM SIGGRAPH/Eurographics Symposium on Computer Animation
Perceptually guided expressive facial animation
Proceedings of the 2008 ACM SIGGRAPH/Eurographics Symposium on Computer Animation
Content retargeting using parameter-parallel facial layers
SCA '11 Proceedings of the 2011 ACM SIGGRAPH/Eurographics Symposium on Computer Animation
Vision based speech animation transferring with underlying anatomical structure
ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part I
Spacetime expression cloning for blendshapes
ACM Transactions on Graphics (TOG)
Data-driven facial expression synthesis via Laplacian deformation
Multimedia Tools and Applications
Component-based locomotion composition
EUROSCA'12 Proceedings of the 11th ACM SIGGRAPH / Eurographics conference on Computer Animation
Component-based locomotion composition
Proceedings of the ACM SIGGRAPH/Eurographics Symposium on Computer Animation
Virtual character performance from speech
Proceedings of the 12th ACM SIGGRAPH/Eurographics Symposium on Computer Animation
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We present a new method for editing speech related facial motions. Our method uses an unsupervised learning technique, Independent Component Analysis (ICA), to extract a set of meaningful parameters without any annotation of the data. With ICA, we are able to solve a blind source separation problem and describe the original data as a linear combination of two sources. One source captures content (speech) and the other captures style (emotion). By manipulating the independent components we can edit the motions in intuitive ways.