Adaptive signal processing
ACM Transactions on Graphics (TOG)
Proceedings of the 24th annual conference on Computer graphics and interactive techniques
A New Class of Incremental Gradient Methods for Least Squares Problems
SIAM Journal on Optimization
SIGGRAPH '84 Proceedings of the 11th annual conference on Computer graphics and interactive techniques
High dynamic range display systems
ACM SIGGRAPH 2004 Papers
Rendering for an interactive 360° light field display
ACM SIGGRAPH 2007 papers
Photometric image processing for high dynamic range displays
Journal of Visual Communication and Image Representation
ACM Transactions on Graphics (TOG)
Frequency analysis and sheared reconstruction for rendering motion blur
ACM SIGGRAPH 2009 papers
Apparent display resolution enhancement for moving images
ACM SIGGRAPH 2010 papers
ACM Transactions on Graphics (TOG)
Physically Based Rendering, Second Edition: From Theory To Implementation
Physically Based Rendering, Second Edition: From Theory To Implementation
ACM SIGGRAPH Asia 2010 papers
Frequency analysis and sheared filtering for shadow light fields of complex occluders
ACM Transactions on Graphics (TOG)
Compressive Rendering: A Rendering Application of Compressed Sensing
IEEE Transactions on Visualization and Computer Graphics
Temporal light field reconstruction for rendering distribution effects
ACM SIGGRAPH 2011 papers
A perceptual model for disparity
ACM SIGGRAPH 2011 papers
Polarization fields: dynamic light field display using multi-layer LCDs
Proceedings of the 2011 SIGGRAPH Asia Conference
Compressive rendering of multidimensional scenes
Proceedings of the 2010 international conference on Video Processing and Computational Video
Reconstructing the indirect light field for global illumination
ACM Transactions on Graphics (TOG) - SIGGRAPH 2012 Conference Proceedings
Stochastic tomography and its applications in 3D imaging of mixing fluids
ACM Transactions on Graphics (TOG) - SIGGRAPH 2012 Conference Proceedings
Edge-guided resolution enhancement in projectors via optical pixel sharing
ACM Transactions on Graphics (TOG) - SIGGRAPH 2012 Conference Proceedings
ACM Transactions on Graphics (TOG) - SIGGRAPH 2012 Conference Proceedings
SURE-based optimization for adaptive sampling and reconstruction
ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH Asia 2012
Compressive light field photography using overcomplete dictionaries and optimized projections
ACM Transactions on Graphics (TOG) - SIGGRAPH 2013 Conference Proceedings
Compressive light field photography using overcomplete dictionaries and optimized projections
ACM Transactions on Graphics (TOG) - SIGGRAPH 2013 Conference Proceedings
Focus 3D: Compressive accommodation display
ACM Transactions on Graphics (TOG)
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Recent years have seen proposals for exciting new computational display technologies that are compressive in the sense that they generate high resolution images or light fields with relatively few display parameters. Image synthesis for these types of displays involves two major tasks: sampling and rendering high-dimensional target imagery, such as light fields or time-varying light fields, as well as optimizing the display parameters to provide a good approximation of the target content. In this paper, we introduce an adaptive optimization framework for compressive displays that generates high quality images and light fields using only a fraction of the total plenoptic samples. We demonstrate the framework for a large set of display technologies, including several types of auto-stereoscopic displays, high dynamic range displays, and high-resolution displays. We achieve significant performance gains, and in some cases are able to process data that would be infeasible with existing methods.