Robust identification of motion and out-of-focus blur parameters from blurred and noisy images
CVGIP: Graphical Models and Image Processing
Image Motion Estimation From Motion Smear-A New Computational Model
IEEE Transactions on Pattern Analysis and Machine Intelligence
Deconvolution of images and spectra (2nd ed.)
Deconvolution of images and spectra (2nd ed.)
A two-and-a-half-D motion-blur algorithm
SIGGRAPH '85 Proceedings of the 12th annual conference on Computer graphics and interactive techniques
Estimation of motion parameters from blurred images
Pattern Recognition Letters
Proceedings of the 28th annual conference on Computer graphics and interactive techniques
Image-based motion blur for stop motion animation
Proceedings of the 28th annual conference on Computer graphics and interactive techniques
IEEE Computer Graphics and Applications
Limits on Super-Resolution and How to Break Them
IEEE Transactions on Pattern Analysis and Machine Intelligence
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
Modeling motion blur in computer-generated images
SIGGRAPH '83 Proceedings of the 10th annual conference on Computer graphics and interactive techniques
Recovery of blurred video signals using iterative image restoration combined with motion estimation
ICIP '97 Proceedings of the 1997 International Conference on Image Processing (ICIP '97) 3-Volume Set-Volume 1 - Volume 1
Motion Detection from Temporally Integrated Images
ICPR '00 Proceedings of the International Conference on Pattern Recognition - Volume 3
3D SHape and Motion Analysis from Image Blur and Smear: A Unified Approach
ICCV '98 Proceedings of the Sixth International Conference on Computer Vision
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
Full-Frame Video Stabilization with Motion Inpainting
IEEE Transactions on Pattern Analysis and Machine Intelligence
Removing camera shake from a single photograph
ACM SIGGRAPH 2006 Papers
Coded exposure photography: motion deblurring using fluttered shutter
ACM SIGGRAPH 2006 Papers
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
Measurement of sinusoidal vibration from motion blurred images
Pattern Recognition Letters
ACM SIGGRAPH 2007 courses
ACM SIGGRAPH 2008 papers
High-quality motion deblurring from a single image
ACM SIGGRAPH 2008 papers
Vehicle speed detection from a single motion blurred image
Image and Vision Computing
FPGA-Based Real-Time Super-Resolution on an Adaptive Image Sensor
ARC '08 Proceedings of the 4th international workshop on Reconfigurable Computing: Architectures, Tools and Applications
Collaborative Video Scene Annotation Based on Tag Cloud
PCM '08 Proceedings of the 9th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Identification of Piecewise Linear Uniform Motion Blur
IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences
Multiple-Image-Based Restoration for Motion Blur with Non-uniform Point Spread Function
IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences
Invertible motion blur in video
ACM SIGGRAPH 2009 papers
Blind motion deblurring using multiple images
Journal of Computational Physics
Robust Real-Time Super-Resolution on FPGA and an Application to Video Enhancement
ACM Transactions on Reconfigurable Technology and Systems (TRETS)
The Effect of Motion Blur and Signal Noise on Image Quality in Low Light Imaging
SCIA '09 Proceedings of the 16th Scandinavian Conference on Image Analysis
ACM SIGGRAPH Asia 2009 papers
Restoration of images corrupted by Gaussian and uniform impulsive noise
Pattern Recognition
Three-stage motion deblurring from a video
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part II
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
Image enhancement method VIA blur and noisy image fusion
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Low-light imaging solutions for mobile devices
Asilomar'09 Proceedings of the 43rd Asilomar conference on Signals, systems and computers
Motion deblurring for a power transmission line inspection robot
ICIC'06 Proceedings of the 2006 international conference on Intelligent computing: Part II
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
Motion deblurring as optimisation
Proceedings of the Seventh Indian Conference on Computer Vision, Graphics and Image Processing
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part III
A qualitative-quantitative comparison of image motion deblurring algorithms
Proceedings of the International Conference & Workshop on Emerging Trends in Technology
Deblurring of grayscale images using inverse and Wiener filter
Proceedings of the International Conference & Workshop on Emerging Trends in Technology
Estimation of rotation parameters from blurred image
ACIVS'06 Proceedings of the 8th international conference on Advanced Concepts For Intelligent Vision Systems
Mosaicing and restoration from blurred image sequence taken with moving camera
ICAPR'05 Proceedings of the Third international conference on Pattern Recognition and Image Analysis - Volume Part II
Depth recovery from motion and defocus blur
ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part II
Two algorithms for motion estimation from alternate exposure images
Proceedings of the 2010 international conference on Video Processing and Computational Video
Computational plenoptic imaging
ACM SIGGRAPH 2012 Courses
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
Near-invariant blur for depth and 2D motion via time-varying light field analysis
ACM Transactions on Graphics (TOG)
Single-Image blind deblurring for non-uniform camera-shake blur
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
Robust image deblurring using hyper laplacian model
ACCV'12 Proceedings of the 11th international conference on Computer Vision - Volume 2
Disparity-based space-variant image deblurring
Image Communication
Improved image deblurring based on salient-region segmentation
Image Communication
Journal of Computational and Applied Mathematics
Robust blind motion deblurring using near-infrared flash image
Journal of Visual Communication and Image Representation
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Abstract--Motion blur due to camera motion can significantly degrade the quality of an image. Since the path of the camera motion can be arbitrary, deblurring of motion blurred images is a hard problem. Previous methods to deal with this problem have included blind restoration of motion blurred images, optical correction using stabilized lenses, and special cmos sensors that limit the exposure time in the presence of motion. In this paper, we exploit the fundamental trade off between spatial resolution and temporal resolution to construct a hybrid camera that can measure its own motion during image integration. The acquired motion information is used to compute a point spread function (psf) that represents the path of the camera during integration. This psf is then used to deblur the image. To verify the feasibility of hybrid imaging for motion deblurring, we have implemented a prototype hybrid camera. This prototype system was evaluated in different indoor and outdoor scenes using long exposures and complex camera motion paths. The results show that, with minimal resources, hybrid imaging outperforms previous approaches to the motion blur problem. We conclude with a brief discussion on how our ideas can be extended beyond the case of global camera motion to the case where individual objects in the scene move with different velocities.