Robot vision
Fundamentals of digital image processing
Fundamentals of digital image processing
On Photometric Issues in 3D Visual Recognition from aSingle 2D Image
International Journal of Computer Vision
Recovering high dynamic range radiance maps from photographs
Proceedings of the 24th annual conference on Computer graphics and interactive techniques
Shape from shadows: a Hilbert space setting
Journal of Complexity
Acquiring the reflectance field of a human face
Proceedings of the 27th annual conference on Computer graphics and interactive techniques
Proceedings of the 28th annual conference on Computer graphics and interactive techniques
Image-based 3D photography using opacity hulls
Proceedings of the 29th annual conference on Computer graphics and interactive techniques
Frequency space environment map rendering
Proceedings of the 29th annual conference on Computer graphics and interactive techniques
EGRW '02 Proceedings of the 13th Eurographics workshop on Rendering
Lambertian Reflectance and Linear Subspaces
IEEE Transactions on Pattern Analysis and Machine Intelligence
Image-based reconstruction of spatial appearance and geometric detail
ACM Transactions on Graphics (TOG)
Recovery of Reflectances and Varying Illuminants from Multiple Views
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part III
A Theory of Multiplexed Illumination
ICCV '03 Proceedings of the Ninth IEEE International Conference on Computer Vision - Volume 2
The CMU Pose, Illumination, and Expression Database
IEEE Transactions on Pattern Analysis and Machine Intelligence
Efficient detection under varying illumination conditions and image plane rotations
Computer Vision and Image Understanding
Synthetic aperture confocal imaging
ACM SIGGRAPH 2004 Papers
Acquiring Linear Subspaces for Face Recognition under Variable Lighting
IEEE Transactions on Pattern Analysis and Machine Intelligence
Polarization Multiplexing for Bidirectional Imaging
CVPR '05 Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) - Volume 2 - Volume 02
ACM SIGGRAPH 2005 Papers
Performance relighting and reflectance transformation with time-multiplexed illumination
ACM SIGGRAPH 2005 Papers
Using Extended Light Sources for Modeling Object Appearance under Varying Illumination
ICCV '05 Proceedings of the Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1 - Volume 01
Shape and Spatially-Varying BRDFs from Photometric Stereo
ICCV '05 Proceedings of the Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1 - Volume 01
Progressively-refined reflectance functions from natural illumination
EGSR'04 Proceedings of the Fifteenth Eurographics conference on Rendering Techniques
Principles of Appearance Acquisition and Representation
Foundations and Trends® in Computer Graphics and Vision
3D object relighting based on multi-view stereo and image based lighting techniques
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Statistical Methods and Models for Video-Based Tracking, Modeling, and Recognition
Foundations and Trends in Signal Processing
Crystal vision-applications of point groups in computer vision
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part II
Optical computing for fast light transport analysis
ACM SIGGRAPH Asia 2010 papers
Switchable primaries using shiftable layers of color filter arrays
ACM SIGGRAPH 2011 papers
Single view reflectance capture using multiplexed scattering and time-of-flight imaging
Proceedings of the 2011 SIGGRAPH Asia Conference
Primal-dual coding to probe light transport
ACM Transactions on Graphics (TOG) - SIGGRAPH 2012 Conference Proceedings
Computational plenoptic imaging
ACM SIGGRAPH 2012 Courses
Towards optimal design of time and color multiplexing codes
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VI
On Plenoptic Multiplexing and Reconstruction
International Journal of Computer Vision
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Imaging of objects under variable lighting directions is an important and frequent practice in computer vision, machine vision, and image-based rendering. Methods for such imaging have traditionally used only a single light source per acquired image. They may result in images that are too dark and noisy, e.g., due to the need to avoid saturation of highlights. We introduce an approach that can significantly improve the quality of such images, in which multiple light sources illuminate the object simultaneously from different directions. These illumination-multiplexed frames are then computationally demultiplexed. The approach is useful for imaging dim objects, as well as objects having a specular reflection component. We give the optimal scheme by which lighting should be multiplexed to obtain the highest quality output, for signal-independent noise. The scheme is based on Hadamard codes. The consequences of imperfections such as stray light, saturation, and noisy illumination sources are then studied. In addition, the paper analyzes the implications of shot noise, which is signal-dependent, to Hadamard multiplexing. The approach facilitates practical lighting setups having high directional resolution. This is shown by a setup we devise, which is flexible, scalable, and programmable. We used it to demonstrate the benefit of multiplexing in experiments.