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F. Durupinar, M. Kapadia, S. Deutsch, M. Neff & N. Badler
PERFORM: Perceptual Approach for Adding OCEAN Personality to Human Motion Using Laban Movement Analysis F. Durupinar, M. Kapadia, S. Deutsch, M. Neff & N. Badler As presented by Merel Meekes
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Aim of the Study Consistently mapping personality to motion by:
Defining personality driven motion parameters Generating motion from parameters Applying mapping on a visual representation
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Topics of Today OCEAN personality model Laban Movement Analysis
Existing research basis Animation workflow User Studies- Mapping LMA parameters to OCEAN model Completing the system User Studies - Personality-driven motion synthesis Possibilities and Limitations Discussion
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OCEAN personality model
5 - factor model O Openness C Conscientiousness E Extraversion A Agreeableness N Neuroticism
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Laban Movement Analysis (LMA)
Movement as combination of Effort and Shape Layered over movement of Action Consulted with LMA experts
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Laban Movement Analysis (LMA)
Effort - dynamic aspect of motion Space: Indirect vs Direct Weight: Light vs Strong Time: Sustained vs Sudden Flow: Free vs Bound
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Laban Movement Analysis (LMA)
Shape - body form related to movement Shape Quality - changes of body in space Horizontal: Enclosing vs Spreading Vertical: Sinking vs Rising Sagittal: Retreating vs Advancing
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Related Research Data Driven Approaches Personality and Motion
Emotion Styles Laban Movement Analysis in Computer Graphics Movement Diversity in Crowds This is the first attempt at mapping from personality to movement in a non-data driven way.
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Animation Workflow Incorporating the motion of the whole body
Keyframe manipulation Shape timing parameters Torso rotation and head control Using Drives over Effert elements Time Control and Shape Control
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Animation Workflow - Time Control
Motion Velocity
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Animation Workflow - Time Control
Timestep
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Animation Workflow - Shape Control
Determining Coefficients
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Animation Workflow - Shape Control
Flourishes or Miscellaneous parameters
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User Studies - Experiment
Comparison of two poles of 1 Effort Dimension 48 Drive Comparisons Ten-Item Personality Inventory Specifically selected actions
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User Studies - Map LMA and OCEAN
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User Studies - Map LMA and OCEAN
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Completing the System OCEAN-to-Effort Mapping
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Completing the System Effort-to-Motion Parameter Mapping
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User Studies - Personality-driven motion synthesis
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Possibilities and Limitations
Use of different Motion Model Application of overlay motion Consistent in diversity Connecting different emotion states Limitations Possibility for exaggeration Layering Emotions Testing Limitations Only kinetic information Low Level control
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Questions before we discuss?
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Motion Capture and Laban Analysis
Would Motion Capture benefit from Laban Analysis in correlation with the OCEAN model to interpret motion detected? Use of Flow and Spacial Awareness Fast movement interpretation and recording Unnecessary complexity for possibly limited results
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Motion Capture vs Perform
Will this automatic generation of personality overthrow performance acting? Less of actor’s personal style in performance Fast personality implementations Base movement determination Present state of technology
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Thank you
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