SIGGRAPH '87 Proceedings of the 14th annual conference on Computer graphics and interactive techniques
Probabilistic reasoning in intelligent systems: networks of plausible inference
Probabilistic reasoning in intelligent systems: networks of plausible inference
Machine Learning - Special issue on learning with probabilistic representations
Large steps in cloth simulation
Proceedings of the 25th annual conference on Computer graphics and interactive techniques
An introduction to support Vector Machines: and other kernel-based learning methods
An introduction to support Vector Machines: and other kernel-based learning methods
Image Segmentation by Data-Driven Markov Chain Monte Carlo
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Computer Graphics and Applications
Crowdbrush: interactive authoring of real-time crowd scenes
SCA '04 Proceedings of the 2004 ACM SIGGRAPH/Eurographics symposium on Computer animation
ACM SIGGRAPH 2006 Papers
Stochastic Optimization (Scientific Computation)
Stochastic Optimization (Scientific Computation)
Evaluation of methods for approximating shapes used to synthesize 3D solid textures
ACM Transactions on Applied Perception (TAP)
Clone attack! Perception of crowd variety
ACM SIGGRAPH 2008 papers
Simulating knitted cloth at the yarn level
ACM SIGGRAPH 2008 papers
Eye-catching crowds: saliency based selective variation
ACM SIGGRAPH 2009 papers
A simple approach to nonlinear tensile stiffness for accurate cloth simulation
ACM Transactions on Graphics (TOG)
Screen-space perceptual rendering of human skin
ACM Transactions on Applied Perception (TAP)
Variety Is the Spice of (Virtual) Life
MIG '09 Proceedings of the 2nd International Workshop on Motion in Games
Efficient yarn-based cloth with adaptive contact linearization
ACM SIGGRAPH 2010 papers
Stable spaces for real-time clothing
ACM SIGGRAPH 2010 papers
Example-based wrinkle synthesis for clothing animation
ACM SIGGRAPH 2010 papers
A deformation transformer for real-time cloth animation
ACM SIGGRAPH 2010 papers
Probabilistic Graphical Models: Principles and Techniques - Adaptive Computation and Machine Learning
Proceedings of the International Conference on Advanced Visual Interfaces
Computer-generated residential building layouts
ACM SIGGRAPH Asia 2010 papers
Matting and compositing of transparent and refractive objects
ACM Transactions on Graphics (TOG)
Metropolis procedural modeling
ACM Transactions on Graphics (TOG)
Probabilistic reasoning for assembly-based 3D modeling
ACM SIGGRAPH 2011 papers
Color compatibility from large datasets
ACM SIGGRAPH 2011 papers
Data-driven elastic models for cloth: modeling and measurement
ACM SIGGRAPH 2011 papers
Make it home: automatic optimization of furniture arrangement
ACM SIGGRAPH 2011 papers
Sensitive couture for interactive garment modeling and editing
ACM SIGGRAPH 2011 papers
Physics-inspired upsampling for cloth simulation in games
ACM SIGGRAPH 2011 papers
ACM Transactions on Graphics (TOG) - SIGGRAPH 2012 Conference Proceedings
Probabilistic color-by-numbers: suggesting pattern colorizations using factor graphs
ACM Transactions on Graphics (TOG) - SIGGRAPH 2013 Conference Proceedings
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We present an automatic optimization approach to outfit synthesis. Given the hair color, eye color, and skin color of the input body, plus a wardrobe of clothing items, our outfit synthesis system suggests a set of outfits subject to a particular dress code. We introduce a probabilistic framework for modeling and applying dress codes that exploits a Bayesian network trained on example images of real-world outfits. Suitable outfits are then obtained by optimizing a cost function that guides the selection of clothing items to maximize the color compatibility and dress code suitability. We demonstrate our approach on the four most common dress codes: Casual, Sportswear, Business-Casual, and Business. A perceptual study validated on multiple resultant outfits demonstrates the efficacy of our framework.