Probabilistic reasoning in intelligent systems: networks of plausible inference
Probabilistic reasoning in intelligent systems: networks of plausible inference
What is the goal of sensory coding?
Neural Computation
A practical approach to fractal-based image compression
Digital images and human vision
A Simple Algorithm for Nearest Neighbor Search in High Dimensions
IEEE Transactions on Pattern Analysis and Machine Intelligence
Learning to estimate scenes from images
Proceedings of the 1998 conference on Advances in neural information processing systems II
International Journal of Computer Vision - Special issue on statistical and computational theories of vision: modeling, learning, sampling and computing, Part I
Proceedings of the 28th annual conference on Computer graphics and interactive techniques
Image quilting for texture synthesis and transfer
Proceedings of the 28th annual conference on Computer graphics and interactive techniques
Real-time texture synthesis by patch-based sampling
ACM Transactions on Graphics (TOG)
Detail synthesis for image-based texturing
I3D '03 Proceedings of the 2003 symposium on Interactive 3D graphics
Fragment-based image completion
ACM SIGGRAPH 2003 Papers
A super-resolution method with EWA
Journal of Computer Science and Technology
3D face recognition based on high-resolution 3D face modeling from frontal and profile views
WBMA '03 Proceedings of the 2003 ACM SIGMM workshop on Biometrics methods and applications
A multimodal approach to time-invariant scene retrieval from single overhead image
Proceedings of the 6th ACM SIGMM international workshop on Multimedia information retrieval
Distilling information with super-resolution for video surveillance
Proceedings of the ACM 2nd international workshop on Video surveillance & sensor networks
Proceedings of the 12th annual ACM international conference on Multimedia
Generating Sub-Resolution Detail in Images and Volumes Using Constrained Texture Synthesis
VIS '04 Proceedings of the conference on Visualization '04
Texture optimization for example-based synthesis
ACM SIGGRAPH 2005 Papers
Iterative Kernel Principal Component Analysis for Image Modeling
IEEE Transactions on Pattern Analysis and Machine Intelligence
Real-Time Pattern Matching Using Projection Kernels
IEEE Transactions on Pattern Analysis and Machine Intelligence
Object correspondence as a machine learning problem
ICML '05 Proceedings of the 22nd international conference on Machine learning
An Example-based Prior Model for Text Image Super-resolution
ICDAR '05 Proceedings of the Eighth International Conference on Document Analysis and Recognition
Simultaneous estimation of super-resolved depth map and intensity field using photometric cue
Computer Vision and Image Understanding
A hybrid parallel projection approach to object-based image restoration
Pattern Recognition Letters
Substituting crossed textons for super resolution of video
ACM SIGGRAPH 2006 Research posters
Deringing cartoons by image analogies
ACM Transactions on Graphics (TOG)
Constrained Texture Synthesis via Energy Minimization
IEEE Transactions on Visualization and Computer Graphics
Dynamic quantization for belief propagation in sparse spaces
Computer Vision and Image Understanding
Example-based single document image super-resolution: a global MAP approach with outlier rejection
Multidimensional Systems and Signal Processing
Region-based super-resolution for compression
Multidimensional Systems and Signal Processing
Single frame image super-resolution: should we process locally or globally?
Multidimensional Systems and Signal Processing
A two-step neural-network based algorithm for fast image super-resolution
Image and Vision Computing
Image upsampling via imposed edge statistics
ACM SIGGRAPH 2007 papers
Video enhancement using reference photographs
ACM SIGGRAPH 2007 posters
Image resolution enhancement via data-driven parametric models in the wavelet space
Journal on Image and Video Processing
Face Hallucination: Theory and Practice
International Journal of Computer Vision
Adaptive Markov random fields for example-based super-resolution of faces
EURASIP Journal on Applied Signal Processing
Resolution enhancement by prediction of the high-frequency image based on the Laplacian pyramid
EURASIP Journal on Applied Signal Processing
Single-frame image super-resolution through contourlet learning
EURASIP Journal on Applied Signal Processing
Low-cost super-resolution algorithms implementation over a HW/SW video compression platform
EURASIP Journal on Applied Signal Processing
Image alignment and stitching: a tutorial
Foundations and Trends® in Computer Graphics and Vision
Feature Guided Texture Synthesis (FGTS) for artistic style transfer
Proceedings of the 2nd international conference on Digital interactive media in entertainment and arts
Image interpolation using interpolative classified vector quantization
Image and Vision Computing
Overcoming registration uncertainty in image super-resolution: maximize or marginalize?
EURASIP Journal on Advances in Signal Processing
International Journal of Computer Vision
Style-learning with feature-based texture synthesis
Computers in Entertainment (CIE) - Theoretical and Practical Computer Applications in Entertainment
Field of Particle Filters for Image Inpainting
Journal of Mathematical Imaging and Vision
ACM SIGGRAPH Asia 2008 papers
Example-Based Learning for Single-Image Super-Resolution
Proceedings of the 30th DAGM symposium on Pattern Recognition
Examining the Role of Scale in the Context of the Non-Local-Means Filter
ICIAR '08 Proceedings of the 5th international conference on Image Analysis and Recognition
A Simple, General Model for the Affine Self-similarity of Images
ICIAR '08 Proceedings of the 5th international conference on Image Analysis and Recognition
Face Hallucination Based on CSGT and PCA
ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks, Part II
Style learning with feature-based texture synthesis
Computers in Entertainment (CIE) - SPECIAL ISSUE: Media Arts (Part II)
Neighbor embedding based super-resolution algorithm through edge detection and feature selection
Pattern Recognition Letters
Joint Blind Super-Resolution and Shadow Removing
IEICE - Transactions on Information and Systems
A modular neural network for super-resolution of human faces
Applied Intelligence
PatchMatch: a randomized correspondence algorithm for structural image editing
ACM SIGGRAPH 2009 papers
Example-based image super-resolution with class-specific predictors
Journal of Visual Communication and Image Representation
Simple iterative algorithm for image enhancement
ICAI'09 Proceedings of the 10th WSEAS international conference on Automation & information
Edge-Enhanced Image Reconstruction Using (TV) Total Variation and Bregman Refinement
SSVM '09 Proceedings of the Second International Conference on Scale Space and Variational Methods in Computer Vision
Image matting based on local color discrimination by SVM
Pattern Recognition Letters
Spatio-temporal Super-Resolution Using Depth Map
SCIA '09 Proceedings of the 16th Scandinavian Conference on Image Analysis
Side-information generation for temporally and spatially scalable Wyner-Ziv codecs
Journal on Image and Video Processing - Special issue on distributed video coding
Realistic Depth Blur for Images with Range Data
Dyn3D '09 Proceedings of the DAGM 2009 Workshop on Dynamic 3D Imaging
Nonlocal Similarity Image Filtering
ICIAP '09 Proceedings of the 15th International Conference on Image Analysis and Processing
A multi-frame image super-resolution method
Signal Processing
Simultaneous estimation of super-resolved depth map and intensity field using photometric cue
Computer Vision and Image Understanding
Technical Section: Hyper-Resolution: Image detail reconstruction through parametric edges
Computers and Graphics
SoftCuts: a soft edge smoothness prior for color image super-resolution
IEEE Transactions on Image Processing
Super-resolution without explicit subpixel motion estimation
IEEE Transactions on Image Processing
An adaptable k-nearest neighbors algorithm for MMSE image interpolation
IEEE Transactions on Image Processing
Adaptive large scale artifact reduction in edge-based image super-resolution
SIP '07 Proceedings of the Ninth IASTED International Conference on Signal and Image Processing
A plurality of sparse representations is better than the sparsest one alone
IEEE Transactions on Information Theory
Precise image registration with structural similarity error measurement applied to superresolution
EURASIP Journal on Advances in Signal Processing
Color Image Magnification: Geometrical Pattern Classification Approach
IVIC '09 Proceedings of the 1st International Visual Informatics Conference on Visual Informatics: Bridging Research and Practice
Face Image Enhancement via Principal Component Analysis
AI '09 Proceedings of the 22nd Australasian Joint Conference on Advances in Artificial Intelligence
A Stochastic Method for Face Image Super-Resolution
ISVC '09 Proceedings of the 5th International Symposium on Advances in Visual Computing: Part I
Video Super-Resolution by Adaptive Kernel Regression
ISVC '09 Proceedings of the 5th International Symposium on Advances in Visual Computing: Part II
New PAR/NL scheme for stochastic texture interpolation
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Cooperative face hallucination using multiple references
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Filtering vs. nonlinear estimation procedures for image enhancement
WSEAS Transactions on Computers
Iterative side-information generation in a mixed resolution Wyner-Ziv framework
IEEE Transactions on Circuits and Systems for Video Technology
IEEE Transactions on Image Processing
Personal photo enhancement using example images
ACM Transactions on Graphics (TOG)
A 3-D assisted generative model for facial texture super- resolution
BTAS'09 Proceedings of the 3rd IEEE international conference on Biometrics: Theory, applications and systems
Steerable pyramid-based face hallucination
Pattern Recognition
Super-resolution using sub-band constrained total variation
SSVM'07 Proceedings of the 1st international conference on Scale space and variational methods in computer vision
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part II
A single-frame super-resolution innovative approach
MICAI'07 Proceedings of the artificial intelligence 6th Mexican international conference on Advances in artificial intelligence
Image upscaling using global multimodal priors
ACIVS'07 Proceedings of the 9th international conference on Advanced concepts for intelligent vision systems
Fast directional image completion
PSIVT'07 Proceedings of the 2nd Pacific Rim conference on Advances in image and video technology
CIRA'09 Proceedings of the 8th IEEE international conference on Computational intelligence in robotics and automation
Overlapped text segmentation using Markov random field and aggregation
DAS '10 Proceedings of the 9th IAPR International Workshop on Document Analysis Systems
Edge-preserving nonlinear iterative image resampling method
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
A high-resolution image reconstuction method from low-resolution image sequence
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
New motion compensation model VIA frequency classification for fast video super-resolution
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Classified patch learning for spatially scalable video coding
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Real-time screen image scaling and its GPU acceleration
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Sparse Bayesian learning of filters for efficient image expansion
IEEE Transactions on Image Processing
Photo zoom: high resolution from unordered image collections
Proceedings of Graphics Interface 2010
Compressive image super-resolution
Asilomar'09 Proceedings of the 43rd Asilomar conference on Signals, systems and computers
New learning based super-resolution: use of DWT and IGMRF prior
IEEE Transactions on Image Processing
New learning based super-resolution: use of DWT and IGMRF prior
IEEE Transactions on Image Processing
MR contrast synthesis for lesion segmentation
ISBI'10 Proceedings of the 2010 IEEE international conference on Biomedical imaging: from nano to Macro
Robust web image/video super-resolution
IEEE Transactions on Image Processing
Low-resolution gait recognition
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics - Special issue on gait analysis
Fusion of range and color images for denoising and resolution enhancement with a non-local filter
Computer Vision and Image Understanding
Zoom based super-resolution: a fast approach using particle swarm optimization
ICISP'10 Proceedings of the 4th international conference on Image and signal processing
Super-resolution algorithm based on discrete Fourier transform
ICIC'10 Proceedings of the Advanced intelligent computing theories and applications, and 6th international conference on Intelligent computing
Fast covariance computation and dimensionality reduction for sub-window features in images
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part II
A shrinkage learning approach for single image super-resolution with overcomplete representations
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part II
Colorization for single image super resolution
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part VI
Image super-resolution via sparse representation
IEEE Transactions on Image Processing
Super-resolution with sparse mixing estimators
IEEE Transactions on Image Processing
Wavelet-based eigentransformation for face super-resolution
PCM'10 Proceedings of the Advances in multimedia information processing, and 11th Pacific Rim conference on Multimedia: Part II
Video coding with key frames guided super-resolution
PCM'10 Proceedings of the Advances in multimedia information processing, and 11th Pacific Rim conference on Multimedia: Part II
Efficient graphical models for processing images
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
Video super-resolution using motion compensation and classification-aided fusion
Proceedings of the 24th Spring Conference on Computer Graphics
Journal of Mathematical Imaging and Vision
Virtual Super Resolution of Scale Invariant Textured Images Using Multifractal Stochastic Processes
Journal of Mathematical Imaging and Vision
The generalized patchmatch correspondence algorithm
ECCV'10 Proceedings of the 11th European conference on computer vision conference on Computer vision: Part III
Image and video upscaling from local self-examples
ACM Transactions on Graphics (TOG)
Variational method for super-resolution optical flow
Signal Processing
Video temporal super-resolution based on self-similarity
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part I
Temporal super resolution from a single quasi-periodic image sequence based on phase registration
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part I
Microgeometry capture using an elastomeric sensor
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
Exploiting self-similarities for single frame super-resolution
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part III
Learning-based super resolution using kernel partial least squares
Image and Vision Computing
Locally affine patch mapping and global refinement for image super-resolution
Pattern Recognition
A neural network method for image resolution enhancement from a multiple of image frames
ISNN'11 Proceedings of the 8th international conference on Advances in neural networks - Volume Part III
Data-driven visual similarity for cross-domain image matching
Proceedings of the 2011 SIGGRAPH Asia Conference
Directionally adaptive single frame image super resolution
International Journal of Innovative Computing and Applications
Structural similarity-based affine approximation and self-similarity of images revisited
ICIAR'11 Proceedings of the 8th international conference on Image analysis and recognition - Volume Part II
Sparsity-based super-resolution for offline handwriting recognition
Proceedings of the 2011 Joint Workshop on Multilingual OCR and Analytics for Noisy Unstructured Text Data
Image super resolution using sparse image and singular values as priors
CAIP'11 Proceedings of the 14th international conference on Computer analysis of images and patterns - Volume Part II
Image super-resolution by curve fitting in the threshold decomposition domain
Journal of Visual Communication and Image Representation
Contour Stencils: Total Variation along Curves for Adaptive Image Interpolation
SIAM Journal on Imaging Sciences
A bayesian method for high-frequency restoration of low sample-rate speech
ICAPR'05 Proceedings of the Third international conference on Advances in Pattern Recognition - Volume Part I
Learning-based image restoration for compressed images
Image Communication
An image interpolation scheme for repetitive structures
ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part I
Morphological image interpolation to magnify images with sharp edges
ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part I
Greyscale image interpolation using mathematical morphology
ACIVS'06 Proceedings of the 8th international conference on Advanced Concepts For Intelligent Vision Systems
New algorithms for example-based super-resolution
CAIP'05 Proceedings of the 11th international conference on Computer Analysis of Images and Patterns
Video and image bayesian demosaicing with a two color image prior
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part I
Direct energy minimization for super-resolution on nonlinear manifolds
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part IV
An improved super-resolution with manifold learning and histogram matching
ICB'06 Proceedings of the 2006 international conference on Advances in Biometrics
Journal of Visual Communication and Image Representation
Inducing semantic segmentation from an example
ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part II
Super resolution using graph-cut
ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part II
Mammogram compression using super-resolution
IWDM'10 Proceedings of the 10th international conference on Digital Mammography
Interactive super-resolution through neighbor embedding
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part III
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part II
Patch-Based texture edges and segmentation
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part II
Fast single image super-resolution by self-trained filtering
ICIC'11 Proceedings of the 7th international conference on Advanced Intelligent Computing Theories and Applications: with aspects of artificial intelligence
How to Compare Noisy Patches? Patch Similarity Beyond Gaussian Noise
International Journal of Computer Vision
Vehicle license plate super-resolution using soft learning prior
Multimedia Tools and Applications
Example-based single image enhanced up-sampling
Proceedings of the International Conference on Advances in Computing, Communications and Informatics
Super-resolution texture synthesis using stochastic PAR/NL model
Journal of Visual Communication and Image Representation
Computers and Electrical Engineering
High dynamic range image hallucination
EGSR'07 Proceedings of the 18th Eurographics conference on Rendering Techniques
Using photographs to enhance videos of a static scene
EGSR'07 Proceedings of the 18th Eurographics conference on Rendering Techniques
A training-based method for reducing ringing artifact in BDCT-encoded images
EGMM'04 Proceedings of the Seventh Eurographics conference on Multimedia
Reconstruction of low-resolution images using adaptive bimodal priors
ICIAR'07 Proceedings of the 4th international conference on Image Analysis and Recognition
Solving the inverse problem of image zooming using "self-examples"
ICIAR'07 Proceedings of the 4th international conference on Image Analysis and Recognition
Image super-resolution by textural context constrained visual vocabulary
Image Communication
Patch based synthesis for single depth image super-resolution
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part III
Super-resolution-based inpainting
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VI
Computer-Aided reclamation of lost art
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part I
Non-local means resolution enhancement of lung 4D-CT data
MICCAI'12 Proceedings of the 15th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part I
Self-content super-resolution for ultra-HD up-sampling
Proceedings of the 9th European Conference on Visual Media Production
The linear space of all images smaller than 32x32
Proceedings of the 27th Conference on Image and Vision Computing New Zealand
Super-resolution of single text image by sparse representation
Proceeding of the workshop on Document Analysis and Recognition
Greedy regression in sparse coding space for single-image super-resolution
Journal of Visual Communication and Image Representation
A local texture-constrained super-resolution method
PCM'12 Proceedings of the 13th Pacific-Rim conference on Advances in Multimedia Information Processing
Patch-based spatio-temporal super-resolution for video with non-rigid motion
Image Communication
Human face super-resolution based on NSCT
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part II
Nonlocal spectral prior model for low-level vision
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part III
Image upscaling using multiple dictionaries of natural image patches
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part III
Image super-resolution using local learnable kernel regression
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part III
Single image super resolution reconstruction in perturbed exemplar sub-space
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part III
Image super-resolution: use of self-learning and gabor prior
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part III
Image super resolution using Gaussian Process Regression with patch clustering
Proceedings of the Fifth International Conference on Internet Multimedia Computing and Service
Data-driven hallucination of different times of day from a single outdoor photo
ACM Transactions on Graphics (TOG)
Residual image compensations for enhancement of high-frequency components in face hallucination
ISNN'13 Proceedings of the 10th international conference on Advances in Neural Networks - Volume Part I
Computer Vision and Image Understanding
A learning-based method for compressive image recovery
Journal of Visual Communication and Image Representation
Single image super-resolution based on space structure learning
Pattern Recognition Letters
Face hallucination based on sparse local-pixel structure
Pattern Recognition
A Comprehensive Survey to Face Hallucination
International Journal of Computer Vision
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Image-based models for computer graphics lack resolution independence: they cannot be enlarged much beyond the pixel resolution they were sampled at without a degradation of quality. Interpolating images usually results in a blurring of edges and image details. We describe image interpolation algorithms which use a database of training images to create plausible high-frequency details in zoomed images. Image preprocessing steps allow the use of image detail from regions of the training images which may look quite different than the image to be processed. These methods preserve fine details, such as edges, generate believable textures, and can give good results even after enlarging multiple octaves.