A New Sense for Depth of Field
IEEE Transactions on Pattern Analysis and Machine Intelligence
Pattern Recognition Letters
Single Lens Stereo with a Plenoptic Camera
IEEE Transactions on Pattern Analysis and Machine Intelligence - Special issue on interpretation of 3-D scenes—part II
A Generalized Depth Estimation Algorithm with a Single Image
IEEE Transactions on Pattern Analysis and Machine Intelligence
Fast Approximate Energy Minimization via Graph Cuts
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Taxonomy and Evaluation of Dense Two-Frame Stereo Correspondence Algorithms
International Journal of Computer Vision
Observing Shape from Defocused Images
International Journal of Computer Vision
Depth Measurement by the Multi-Focus Camera
CVPR '98 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
ICCV '95 Proceedings of the Fifth International Conference on Computer Vision
Analyzing the visual echo: Passive 3-D imaging with a multiple aperture camera
Analyzing the visual echo: Passive 3-D imaging with a multiple aperture camera
Removing camera shake from a single photograph
ACM SIGGRAPH 2006 Papers
Coded exposure photography: motion deblurring using fluttered shutter
ACM SIGGRAPH 2006 Papers
Projection defocus analysis for scene capture and image display
ACM SIGGRAPH 2006 Papers
ACM SIGGRAPH 2006 Papers
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part I
User Assisted Separation of Reflections from a Single Image Using a Sparsity Prior
IEEE Transactions on Pattern Analysis and Machine Intelligence
Spatio-angular resolution tradeoffs in integral photography
EGSR'06 Proceedings of the 17th Eurographics conference on Rendering Techniques
Programmable aperture photography: multiplexed light field acquisition
ACM SIGGRAPH 2008 papers
Edge-preserving decompositions for multi-scale tone and detail manipulation
ACM SIGGRAPH 2008 papers
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
Background estimation from non-time sequence images
GI '08 Proceedings of graphics interface 2008
IPT/EDT '08 Proceedings of the 2008 workshop on Immersive projection technologies/Emerging display technologiges
Space-time surface reconstruction using incompressible flow
ACM SIGGRAPH Asia 2008 papers
Shield fields: modeling and capturing 3D occluders
ACM SIGGRAPH Asia 2008 papers
Extracting depth and matte using a color-filtered aperture
ACM SIGGRAPH Asia 2008 papers
International Journal of Computer Vision
Estimating the 3D direction of a translating camera from a single motion-blurred image
Pattern Recognition Letters
Invertible motion blur in video
ACM SIGGRAPH 2009 papers
ACM SIGGRAPH 2009 papers
4D frequency analysis of computational cameras for depth of field extension
ACM SIGGRAPH 2009 papers
Bokode: imperceptible visual tags for camera based interaction from a distance
ACM SIGGRAPH 2009 papers
Parallax photography: creating 3D cinematic effects from stills
Proceedings of Graphics Interface 2009
Real Aperture Axial Stereo: Solving for Correspondences in Blur
Proceedings of the 31st DAGM Symposium on Pattern Recognition
Removing image artifacts due to dirty camera lenses and thin occluders
ACM SIGGRAPH Asia 2009 papers
ACM SIGGRAPH Asia 2009 papers
BiDi screen: a thin, depth-sensing LCD for 3D interaction using light fields
ACM SIGGRAPH Asia 2009 papers
Interactive background blurring
MM '09 Proceedings of the 17th ACM international conference on Multimedia
ACM Transactions on Graphics (TOG)
Regularization approaches to demosaicking
IEEE Transactions on Image Processing
Build your own 3D scanner: optical triangulation for beginners
ACM SIGGRAPH ASIA 2009 Courses
Build your own 3D scanner: 3D photography for beginners
ACM SIGGRAPH 2009 Courses
Personal photo enhancement using example images
ACM Transactions on Graphics (TOG)
Using blur to affect perceived distance and size
ACM Transactions on Graphics (TOG)
Image deblurring using inertial measurement sensors
ACM SIGGRAPH 2010 papers
Diffusion coded photography for extended depth of field
ACM SIGGRAPH 2010 papers
ACM SIGGRAPH 2010 papers
ACM Transactions on Graphics (TOG)
Robust inter-scale non-blind image motion deblurring
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
High-quality non-blind motion deblurring
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Image deblurring by exploiting inherent bi-level regions
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Computational filter-aperture approach for single-view multi-focusing
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Single image defocus map estimation using local contrast prior
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Image inpainting by patch propagation using patch sparsity
IEEE Transactions on Image Processing
ℓ1-Sparse reconstruction of sharp point set surfaces
ACM Transactions on Graphics (TOG)
Non-blind image deconvolution with adaptive regularization
PCM'10 Proceedings of the 11th Pacific Rim conference on Advances in multimedia information processing: Part I
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
Two-phase kernel estimation for robust motion deblurring
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part I
Analyzing depth from coded aperture sets
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
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
Illumination decomposition for material recoloring with consistent interreflections
ACM SIGGRAPH 2011 papers
Non-rigid dense correspondence with applications for image enhancement
ACM SIGGRAPH 2011 papers
Color kernel regression for robust direct upsampling from raw data of general color filter array
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part III
Video deblurring and super-resolution technique for multiple moving objects
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part IV
Extending AMCW lidar depth-of-field using a coded aperture
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part IV
Coded Aperture Pairs for Depth from Defocus and Defocus Deblurring
International Journal of Computer Vision
Defocus map estimation from a single image
Pattern Recognition
PSO based motion deblurring for single image
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Image smoothing via L0 gradient minimization
Proceedings of the 2011 SIGGRAPH Asia Conference
High-quality non-blind image deconvolution with adaptive regularization
Journal of Visual Communication and Image Representation
Adaptive coded aperture photography
ISVC'11 Proceedings of the 7th international conference on Advances in visual computing - Volume Part I
Kernel-based motion-blurred target tracking
ISVC'11 Proceedings of the 7th international conference on Advances in visual computing - Volume Part II
Motion deblurring from a single image using gradient enhancement
Proceedings of the 10th International Conference on Virtual Reality Continuum and Its Applications in Industry
Simulation of depth from coded aperture cameras with Zemax
Proceedings of the 10th International Conference on Virtual Reality Continuum and Its Applications in Industry
Aperture access and manipulation for computational imaging
Computer Vision and Image Understanding
Single image blind deconvolution with higher-order texture statistics
Proceedings of the 2010 international conference on Video Processing and Computational Video
Half-sweep imaging for depth from defocus
PSIVT'11 Proceedings of the 5th Pacific Rim conference on Advances in Image and Video Technology - Volume Part I
Blind image deblurring with modified richardson-lucy deconvolution for ringing artifact suppression
PSIVT'11 Proceedings of the 5th Pacific Rim conference on Advances in Image and Video Technology - Volume Part II
Edge-guided resolution enhancement in projectors via optical pixel sharing
ACM Transactions on Graphics (TOG) - SIGGRAPH 2012 Conference Proceedings
Multi-label Moves for MRFs with Truncated Convex Priors
International Journal of Computer Vision
A Combined Theory of Defocused Illumination and Global Light Transport
International Journal of Computer Vision
High-quality image deblurring with panchromatic pixels
ACM Transactions on Graphics (TOG)
Point & click mediated interactions for large home entertainment displays
Multimedia Tools and Applications
Coding Depth through Mask Structure
Computer Graphics Forum
Decomposition of binary images-A survey and comparison
Pattern Recognition
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
Modeling and synthesis of aperture effects in cameras
Computational Aesthetics'08 Proceedings of the Fourth Eurographics conference on Computational Aesthetics in Graphics, Visualization and Imaging
Perceptually Optimized Coded Apertures for Defocus Deblurring
Computer Graphics Forum
Performance Capture of High-Speed Motion Using Staggered Multi-View Recording
Computer Graphics Forum
Registration Based Non-uniform Motion Deblurring
Computer Graphics Forum
Rectangular decomposition of binary images
ACIVS'12 Proceedings of the 14th international conference on Advanced Concepts for Intelligent Vision Systems
Text image deblurring using text-specific properties
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part V
Blur-Kernel estimation from spectral irregularities
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part V
Deconvolving PSFs for a better motion deblurring using multiple images
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part V
Depth and deblurring from a spectrally-varying depth-of-field
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part V
Bayesian blind deconvolution with general sparse image priors
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VI
Two-frame stereo photography in low-light settings: a preliminary study
Proceedings of the 9th European Conference on Visual Media Production
Near-invariant blur for depth and 2D motion via time-varying light field analysis
ACM Transactions on Graphics (TOG)
Non-convex hybrid total variation for image denoising
Journal of Visual Communication and Image Representation
User-assisted image compositing for photographic lighting
ACM Transactions on Graphics (TOG) - SIGGRAPH 2013 Conference Proceedings
Nonlocal spectral prior model for low-level vision
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part III
MRF-Based blind image deconvolution
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part III
Iterative feedback estimation of depth and radiance from defocused images
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part IV
Color-Aware regularization for gradient domain image manipulation
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part IV
Depth recovery from a single defocused image based on depth locally consistency
Proceedings of the Fifth International Conference on Internet Multimedia Computing and Service
Disparity-based space-variant image deblurring
Image Communication
Refocusing images captured from a stereoscopic camera
ACM SIGGRAPH 2013 Posters
A no-reference metric for evaluating the quality of motion deblurring
ACM Transactions on Graphics (TOG)
Localization of points of interest from georeferenced and oriented photographs
Proceedings of the 2nd ACM international workshop on Geotagging and its applications in multimedia
High-quality computational imaging through simple lenses
ACM Transactions on Graphics (TOG)
Kernel estimation from salient structure for robust motion deblurring
Image Communication
Improved image deblurring based on salient-region segmentation
Image Communication
Robust blind motion deblurring using near-infrared flash image
Journal of Visual Communication and Image Representation
A boundary condition based deconvolution framework for image deblurring
Journal of Computational and Applied Mathematics
Optimized aperture shapes for depth estimation
Pattern Recognition Letters
Robust depth sensing with adaptive structured light illumination
Journal of Visual Communication and Image Representation
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A conventional camera captures blurred versions of scene information away from the plane of focus. Camera systems have been proposed that allow for recording all-focus images, or for extracting depth, but to record both simultaneously has required more extensive hardware and reduced spatial resolution. We propose a simple modification to a conventional camera that allows for the simultaneous recovery of both (a) high resolution image information and (b) depth information adequate for semi-automatic extraction of a layered depth representation of the image. Our modification is to insert a patterned occluder within the aperture of the camera lens, creating a coded aperture. We introduce a criterion for depth discriminability which we use to design the preferred aperture pattern. Using a statistical model of images, we can recover both depth information and an all-focus image from single photographs taken with the modified camera. A layered depth map is then extracted, requiring user-drawn strokes to clarify layer assignments in some cases. The resulting sharp image and layered depth map can be combined for various photographic applications, including automatic scene segmentation, post-exposure refocusing, or re-rendering of the scene from an alternate viewpoint.