The robust estimation of multiple motions: parametric and piecewise-smooth flow fields
Computer Vision and Image Understanding
Deconvolution of images and spectra (2nd ed.)
Deconvolution of images and spectra (2nd ed.)
Motion Deblurring and Super-resolution from an Image Sequence
ECCV '96 Proceedings of the 4th European Conference on Computer Vision-Volume II - Volume II
Increasing Space-Time Resolution in Video
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part I
Motion-Based Motion Deblurring
IEEE Transactions on Pattern Analysis and Machine Intelligence
High performance imaging using large camera arrays
ACM SIGGRAPH 2005 Papers
Simultaneous image formation and motion blur restoration via multiple capture
ICASSP '01 Proceedings of the Acoustics, Speech, and Signal Processing, 2001. on IEEE International Conference - Volume 03
A novel blind deconvolution scheme for image restoration usingrecursive filtering
IEEE Transactions on Signal Processing
Extraction of high-resolution frames from video sequences
IEEE Transactions on Image Processing
Image deblurring with blurred/noisy image pairs
ACM SIGGRAPH 2007 papers
Image and depth from a conventional camera with a coded aperture
ACM SIGGRAPH 2007 papers
ACM SIGGRAPH 2007 courses
Programmable aperture photography: multiplexed light field acquisition
ACM SIGGRAPH 2008 papers
ACM SIGGRAPH 2008 papers
High-quality motion deblurring from a single image
ACM SIGGRAPH 2008 papers
Progressive inter-scale and intra-scale non-blind image deconvolution
ACM SIGGRAPH 2008 papers
Image deblurring using corresponding regions
ACM SIGGRAPH 2008 posters
Shield fields: modeling and capturing 3D occluders
ACM SIGGRAPH Asia 2008 papers
Invertible motion blur in video
ACM SIGGRAPH 2009 papers
Computational Photography: Epsilon to Coded Photography
Emerging Trends in Visual Computing
Blind motion deblurring using multiple images
Journal of Computational Physics
Less is more: coded computational photography
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part I
Three-stage motion deblurring from a video
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part II
The Frankencamera: an experimental platform for computational photography
ACM SIGGRAPH 2010 papers
Image deblurring using inertial measurement sensors
ACM SIGGRAPH 2010 papers
Blurred image detection and classification
MMM'08 Proceedings of the 14th international conference on Advances in multimedia modeling
ACM Transactions on Graphics (TOG)
High resoluton image reconstruction: a new imager VIA movable random exposure
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Technical Section: Real-time temporal shaping of high-speed video streams
Computers and Graphics
Analysis of motion blur with a flutter shutter camera for non-linear motion
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part I
Flexible voxels for motion-aware videography
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part I
Single image deblurring using motion density functions
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part I
Velocity-dependent shutter sequences for motion deblurring
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part VI
Programmable aperture camera using LCoS
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part VI
Motion deblurring as optimisation
Proceedings of the Seventh Indian Conference on Computer Vision, Graphics and Image Processing
Extending AMCW lidar depth-of-field using a coded aperture
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part IV
Automatic level control for video cameras towards HDR techniques
Journal on Image and Video Processing - Special issue on emerging methods for color image and video quality enhancement
PSO based motion deblurring for single image
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Adaptive coded aperture photography
ISVC'11 Proceedings of the 7th international conference on Advances in visual computing - Volume Part I
Exploiting DLP Illumination Dithering for Reconstruction and Photography of High-Speed Scenes
International Journal of Computer Vision
Image deblurring with matrix regression and gradient evolution
Pattern Recognition
Single image blind deconvolution with higher-order texture statistics
Proceedings of the 2010 international conference on Video Processing and Computational Video
Edge-guided resolution enhancement in projectors via optical pixel sharing
ACM Transactions on Graphics (TOG) - SIGGRAPH 2012 Conference Proceedings
High-quality image deblurring with panchromatic pixels
ACM Transactions on Graphics (TOG)
Coding Depth through Mask Structure
Computer Graphics Forum
Computational plenoptic imaging
ACM SIGGRAPH 2012 Courses
Correcting for optical aberrations using multilayer displays
ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH Asia 2012
The Frankencamera: an experimental platform for computational photography
Communications of the ACM
Perceptually Optimized Coded Apertures for Defocus Deblurring
Computer Graphics Forum
Performance Capture of High-Speed Motion Using Staggered Multi-View Recording
Computer Graphics Forum
Blur-Kernel estimation from spectral irregularities
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part V
Recording and playback of camera shake: benchmarking blind deconvolution with a real-world database
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VII
Near-invariant blur for depth and 2D motion via time-varying light field analysis
ACM Transactions on Graphics (TOG)
MRF-Based blind image deconvolution
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part III
Motion-Invariant coding using a programmable aperture camera
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part IV
ACM Transactions on Graphics (TOG)
Image-pair-based deblurring with spatially varying norms and noisy image updating
Journal of Visual Communication and Image Representation
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In a conventional single-exposure photograph, moving objects or moving cameras cause motion blur. The exposure time defines a temporal box filter that smears the moving object across the image by convolution. This box filter destroys important high-frequency spatial details so that deblurring via deconvolution becomes an ill-posed problem.Rather than leaving the shutter open for the entire exposure duration, we "flutter" the camera's shutter open and closed during the chosen exposure time with a binary pseudo-random sequence. The flutter changes the box filter to a broad-band filter that preserves high-frequency spatial details in the blurred image and the corresponding deconvolution becomes a well-posed problem. We demonstrate that manually-specified point spread functions are sufficient for several challenging cases of motion-blur removal including extremely large motions, textured backgrounds and partial occluders.