The use of MMR, diversity-based reranking for reordering documents and producing summaries
Proceedings of the 21st annual international ACM SIGIR conference on Research and development in information retrieval
Transferring color to greyscale images
Proceedings of the 29th annual conference on Computer graphics and interactive techniques
Training products of experts by minimizing contrastive divergence
Neural Computation
Colorization using optimization
ACM SIGGRAPH 2004 Papers
ACM SIGGRAPH 2006 Papers
Interactive Color Palette Tools
IEEE Computer Graphics and Applications
Automatic Image Colorization Via Multimodal Predictions
ECCV '08 Proceedings of the 10th European Conference on Computer Vision: Part III
Data-driven image color theme enhancement
ACM SIGGRAPH Asia 2010 papers
Segmented Images Colorization Using Harmony
SITIS '10 Proceedings of the 2010 Sixth International Conference on Signal-Image Technology and Internet Based Systems
Color compatibility from large datasets
ACM SIGGRAPH 2011 papers
Interactive furniture layout using interior design guidelines
ACM SIGGRAPH 2011 papers
Studying aesthetics in photographic images using a computational approach
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part III
ACM Transactions on Graphics (TOG) - SIGGRAPH 2012 Conference Proceedings
Synthesizing open worlds with constraints using locally annealed reversible jump MCMC
ACM Transactions on Graphics (TOG) - SIGGRAPH 2012 Conference Proceedings
Color naming models for color selection, image editing and palette design
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Computer Graphics Forum
DressUp!: outfit synthesis through automatic optimization
ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH Asia 2012
Material memex: automatic material suggestions for 3D objects
ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH Asia 2012
Synthesis of tiled patterns using factor graphs
ACM Transactions on Graphics (TOG)
Modeling how people extract color themes from images
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
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We present a probabilistic factor graph model for automatically coloring 2D patterns. The model is trained on example patterns to statistically capture their stylistic properties. It incorporates terms for enforcing both color compatibility and spatial arrangements of colors that are consistent with the training examples. Using Markov Chain Monte Carlo, the model can be sampled to generate a diverse set of new colorings for a target pattern. This general probabilistic framework allows users to guide the generated suggestions via conditional inference or additional soft constraints. We demonstrate results on a variety of coloring tasks, and we evaluate the model through a perceptual study in which participants judged sampled colorings to be significantly preferable to other automatic baselines.