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2014, ISBN 9781107044364, Volume 9781107044364, xiv, 293
A comprehensive guide to restoring images degraded by motion blur, bridging the traditional approaches and emerging computational photography-based techniques,... 
Photography | Motion | Image processing | Digital techniques | Editing | Data processing | Mathematics | Mathematical models | Retouching | Digital video
Book
ACM Transactions on Graphics (TOG), ISSN 0730-0301, 12/2009, Volume 28, Issue 5, pp. 1 - 8
This paper presents a fast deblurring method that produces a deblurring result from a single image of moderate size in a few seconds. We accelerate both latent... 
image restoration | motion blur | deblurring | COMPUTER SCIENCE, SOFTWARE ENGINEERING | Kernels | Deconvolution | Images | Mathematical models | Computational efficiency | Derivatives | Pixels | Convergence
Journal Article
ACM Transactions on Graphics, ISSN 0730-0301, 2009, Volume 28, Issue 5, pp. 145 - 145
Journal Article
International Journal of Computer Vision, ISSN 0920-5691, 6/2019, Volume 127, Issue 6, pp. 801 - 823
Journal Article
2013 IEEE International Conference on Computer Vision, ISSN 1550-5499, 12/2013, pp. 3160 - 3167
Most conventional single image deblurring methods assume that the underlying scene is static and the blur is caused by only camera shake. In this paper, in... 
Motion segmentation | Dynamics | Cameras | Data models | Vectors | Image restoration | Kernel | Computer vision | Energy use | Conferences | Segmentation | Images | Estimates | Regularization
Conference Proceeding
Journal Article
Journal Article
IEEE Transactions on Image Processing, ISSN 1057-7149, 04/2018, Volume 27, Issue 4, pp. 1723 - 1734
We propose a method to remove motion blur in a single light field captured with a moving plenoptic camera. Since motion is unknown, we resort to a blind... 
Estimation | Cameras | Plenoptic camera | Spatial resolution | Microoptics | light field image | motion blur | Lenses | Sensor arrays | blind deconvolution | DECONVOLUTION | CAMERA SHAKE | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ENGINEERING, ELECTRICAL & ELECTRONIC | Usage | Algorithms | Estimation theory
Journal Article
IEEE Transactions on Pattern Analysis and Machine Intelligence, ISSN 0162-8828, 08/2011, Volume 33, Issue 8, pp. 1603 - 1618
Journal Article
2013 IEEE International Conference on Computer Vision, ISSN 1550-5499, 12/2013, pp. 1465 - 1472
We handle a special type of motion blur considering that cameras move primarily forward or backward. Solving this type of blur is of unique practical... 
Deblurring | Forward Motion | Three-dimensional displays | Deconvolution | Cameras | Vectors | Image restoration | Homography | Normal | Kernel | Optimization | Computer vision | Translational motion | Conferences | Accounting | Handles | Mathematical models | Three dimensional
Conference Proceeding
ACM Transactions on Graphics, ISSN 0730-0301, 08/2008, Volume 27, Issue 3, p. 1
We present a new algorithm for removing motion blur from a single image. Our method computes a deblurred image using a unified probabilistic model of both blur... 
Filtering | Image enhancement | Ringing artifacts | Motion deblurring | COMPUTER SCIENCE, SOFTWARE ENGINEERING | motion deblurring | ringing artifacts | image enhancement | DECONVOLUTION | filtering
Journal Article
IEEE Transactions on Image Processing, ISSN 1057-7149, 02/2012, Volume 21, Issue 2, pp. 562 - 572
Journal Article
IEEE Signal Processing Letters, ISSN 1070-9908, 02/2018, Volume 25, Issue 2, pp. 273 - 277
Blind image deblurring is a particularly challenging inverse problem where the blur kernel is unknown and must be estimated en route to recover the deblurred... 
Image quality | Deconvolution | motion blur kernel | rank minimization | row and column sparsity | Image edge detection | Cameras | Image restoration | Kernel | Blind image deblurring | Optimization | DECONVOLUTION | ENGINEERING, ELECTRICAL & ELECTRONIC | Computer Science - Computer Vision and Pattern Recognition
Journal Article
IEEE Transactions on Pattern Analysis and Machine Intelligence, ISSN 0162-8828, 10/2018, Volume 40, Issue 10, pp. 2329 - 2341
Images acquired in low-light conditions with handheld cameras are often blurry, so steady poses and long exposure time are required to alleviate this problem.... 
Deconvolution | Image deblurring | light streak | Estimation | Cameras | Feature extraction | non-uniform blur | Kernel | Optimization | Light sources | MOTION | KERNEL ESTIMATION | BLIND DECONVOLUTION | RESTORATION | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | SHAKEN | ENGINEERING, ELECTRICAL & ELECTRONIC | State of the art | Algorithms | Light | Outdoor advertising | Image acquisition
Journal Article
2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), ISSN 1063-6919, 06/2015, Volume 7-12-, pp. 1529 - 1537
Although motion blur and rolling shutter deformations are closely coupled artifacts in images taken with CMOS image sensors, the two phenomena have so far... 
Image segmentation | Motion segmentation | Estimation | Cameras | Polynomials | Trajectory | Kernel | Computer vision | CMOS | Algorithms | Conferences | Images | Segments | Pattern recognition | Shutters
Conference Proceeding
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, ISSN 0278-0046, 12/2019, Volume 66, Issue 12, pp. 9837 - 9845
The new vision-based object sorting system is a fundamental module in the construction and demolition waste recycling industry, where image deblurring is vital... 
Blind deblurring | INSTRUMENTS & INSTRUMENTATION | DECONVOLUTION | image restoration | waste recovery | AUTOMATION & CONTROL SYSTEMS | image motion analysis | ENGINEERING, ELECTRICAL & ELECTRONIC
Journal Article
Journal of Computational Physics, ISSN 0021-9991, 08/2009, Volume 228, Issue 14, pp. 5057 - 5071
Recovery of degraded images due to motion blurring is a challenging problem in digital imaging. Most existing techniques on blind deblurring are not capable of... 
Motion blur | Blind deconvolution | Image restoration | Tight frame | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | DECONVOLUTION | LINEARIZED BREGMAN ITERATIONS | REGULARIZATION | PHYSICS, MATHEMATICAL | Usage | Algorithms | Kernels | Alignment | Blurred | Blurring | Images | Estimating | Iterative methods | Blinds
Journal Article
PloS one, ISSN 1932-6203, 2018, Volume 13, Issue 3, p. e0191367
Motion blur appearing in traffic sign images may lead to poor recognition results, and therefore it is of great significance to study how to deblur the images.... 
REGISTRATION | ALGORITHMS | MULTIDISCIPLINARY SCIENCES | MAXIMIZATION | Motion | Motor Vehicles | Algorithms | Image Processing, Computer-Assisted - methods | Psychological aspects | Image processing | Analysis | Design and construction | Traffic signs and signals | Methods | Visual perception
Journal Article
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