Super-Resolution Reconstruction of Image Sequences
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Fast MAP Algorithm for High-Resolution Image Reconstruction with Multisensors
Multidimensional Systems and Signal Processing
An MRF-Based Approach to Generation of Super-Resolution Images from Blurred Observations
Journal of Mathematical Imaging and Vision
Limits on Super-Resolution and How to Break Them
IEEE Transactions on Pattern Analysis and Machine Intelligence
Non-uniform sampling for improved appearance-based models
Pattern Recognition Letters
Is Super-Resolution with Optical Flow Feasible?
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part I
IEEE Transactions on Pattern Analysis and Machine Intelligence
Fundamental Limits of Reconstruction-Based Superresolution Algorithms under Local Translation
IEEE Transactions on Pattern Analysis and Machine Intelligence
A super-resolution method with EWA
Journal of Computer Science and Technology
Super-resolution reconstruction of image sequence using multiple motion estimation fusion
Journal of Computer Science and Technology
Video Super-Resolution Using Controlled Subpixel Detector Shifts
IEEE Transactions on Pattern Analysis and Machine Intelligence
Super-Resolution Image Restoration from Blurred Low-Resolution Images
Journal of Mathematical Imaging and Vision
A Super-Resolution Imaging Method Based on Dense Subpixel-Accurate Motion Fields
Journal of VLSI Signal Processing Systems
Coded exposure photography: motion deblurring using fluttered shutter
ACM SIGGRAPH 2006 Papers
Proceedings of the 2006 international conference on Wireless communications and mobile computing
A hybrid parallel projection approach to object-based image restoration
Pattern Recognition Letters
Super resolution recovery for multi-camera surveillance imaging
ICME '03 Proceedings of the 2003 International Conference on Multimedia and Expo - Volume 2
Stabilized super-resolution zooming
ACM SIGGRAPH 2006 Sketches
Hallucinating multiple occluded face images of different resolutions
Pattern Recognition Letters
Hallucinating multiple occluded face images of different resolutions
Pattern Recognition Letters - Special issue on vision for crime detection and prevention
Optical flow based super-resolution: A probabilistic approach
Computer Vision and Image Understanding
A two-step neural-network based algorithm for fast image super-resolution
Image and Vision Computing
Temporal resolution enhancement in compressed video sequences
EURASIP Journal on Applied Signal Processing
Adaptive Markov random fields for example-based super-resolution of faces
EURASIP Journal on Applied Signal Processing
A fast algorithm for image super-resolution from blurred observations
EURASIP Journal on Applied Signal Processing
Adaptive outlier rejection in image super-resolution
EURASIP Journal on Applied Signal Processing
Learning-based nonparametric image super-resolution
EURASIP Journal on Applied Signal Processing
Super-resolution for synthetic zooming
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
EURASIP Journal on Applied Signal Processing
Superresolution under photometric diversity of images
EURASIP Journal on Applied Signal Processing
EURASIP Journal on Advances in Signal Processing
ACM SIGGRAPH Asia 2008 papers
Determining the regularization parameters for super-resolution problems
Signal Processing
Face Hallucination Based on CSGT and PCA
ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks, Part II
MM '08 Proceedings of the 16th ACM international conference on Multimedia
A soft MAP framework for blind super-resolution image reconstruction
Image and Vision Computing
High Resolution and High Dynamic Range Image Reconstruction from Differently Exposed Images
ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing, Part II
Region-Based Super Resolution for Video Sequences Considering Registration Error
PSIVT '09 Proceedings of the 3rd Pacific Rim Symposium on Advances in Image and Video Technology
Sharpness preserving image enlargement by using self-decomposed codebook and Mahalanobis distance
Image and Vision Computing
A modular neural network for super-resolution of human faces
Applied Intelligence
Invertible motion blur in video
ACM SIGGRAPH 2009 papers
Robust Super-Resolution Using a Median Filter for Irregular Samples
IbPRIA '09 Proceedings of the 4th Iberian Conference on Pattern Recognition and Image Analysis
Models for patch-based image restoration
Journal on Image and Video Processing - Special issue on patches in vision
A PDE Approach to Coupled Super-Resolution with Non-parametric Motion
EMMCVPR '09 Proceedings of the 7th International Conference on Energy Minimization Methods in Computer Vision and Pattern Recognition
A multi-frame image super-resolution method
Signal Processing
Super-resolution reconstruction of video sequences based on back-projection and motion estimation
Proceedings of the 5th International ICST Mobile Multimedia Communications Conference
A super-resolution reconstruction algorithm for surveillance images
Signal Processing
Generalizing the Nonlocal-means to super-resolution reconstruction
IEEE Transactions on Image Processing
Super resolutionwith probabilistic motion estimation
IEEE Transactions on Image Processing
Improved super-resolution method by dense motion estimation using overlapped block matching
SIP '07 Proceedings of the Ninth IASTED International Conference on Signal and Image Processing
Precise image registration with structural similarity error measurement applied to superresolution
EURASIP Journal on Advances in Signal Processing
Adaptive frame selection for improved face recognition in low-resolution videos
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Fast MAP-based multiframe super-resolution image reconstruction
Image and Vision Computing
Analysis of multiframe super-resolution reconstruction for image anti-aliasing and deblurring
Image and Vision Computing
Video super-resolution by integrating SAD and NCC matching criterion for multiple moving objects
CGIM '08 Proceedings of the Tenth IASTED International Conference on Computer Graphics and Imaging
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
Stochastic super-resolution image reconstruction
Journal of Visual Communication and Image Representation
A hybrid MLP-PNN architecture for fast image superresolution
ICANN/ICONIP'03 Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing
Motion compensated video super resolution
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
Robust orientation diffusion via pca method and application to image super-resolution reconstruction
LSMS'07 Proceedings of the Life system modeling and simulation 2007 international conference on Bio-Inspired computational intelligence and applications
Video enhancement using a robust iterative SRR based on Leclerc stochastic estimation
ISCIT'09 Proceedings of the 9th international conference on Communications and information technologies
Directionally adaptive super-resolution
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Maximum a posteriori video super-resolution using a new multichannel image prior
IEEE Transactions on Image Processing
Compressive image super-resolution
Asilomar'09 Proceedings of the 43rd Asilomar conference on Signals, systems and computers
Performance of reconstruction-based super-resolution with regularization
Journal of Visual Communication and Image Representation
Robust web image/video super-resolution
IEEE Transactions on Image Processing
Efficient Fourier-wavelet super-resolution
IEEE Transactions on Image Processing - Special section on distributed camera networks: sensing, processing, communication, and implementation
Estimation of the parameters in regularized simultaneous super-resolution
Pattern Recognition Letters
Jitter camera: high resolution video from a low resolution detector
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
High-zoom video hallucination by exploiting spatio-temporal regularities
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
Adaptive multiple-frame image super-resolution based on U-curve
IEEE Transactions on Image Processing
Matte super-resolution for compositing
Proceedings of the 32nd DAGM conference on Pattern recognition
Automatic pixel selection criteria for image registration
ECS'10/ECCTD'10/ECCOM'10/ECCS'10 Proceedings of the European conference of systems, and European conference of circuits technology and devices, and European conference of communications, and European conference on Computer science
Spatial-temporal motion compensation based video super resolution
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part II
Spatio-temporal resolution enhancement of vocal tract MRI sequences based on image registration
Integrated Computer-Aided Engineering
Region-based weighted-norm with adaptive regularization for resolution enhancement
Digital Signal Processing
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
A closed form algorithm for superresolution
ISVC'11 Proceedings of the 7th international conference on Advances in visual computing - Volume Part II
Evaluation of image resolution and super-resolution on face recognition performance
Journal of Visual Communication and Image Representation
Choice of low resolution sample sets for efficient super-resolution signal reconstruction
Journal of Visual Communication and Image Representation
Limited recurrent neural network for superresolution image reconstruction
ICONIP'06 Proceedings of the 13th international conference on Neural Information Processing - Volume Part II
SuperResolution image reconstruction using a hybrid bayesian approach
ICONIP'06 Proceedings of the 13th international conference on Neural Information Processing - Volume Part II
The use of super resolution in robotic assisted minimally invasive surgery
MICCAI'06 Proceedings of the 9th international conference on Medical Image Computing and Computer-Assisted Intervention - 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
Accurate and robust image superresolution by neural processing of local image representations
ICANN'05 Proceedings of the 15th international conference on Artificial Neural Networks: biological Inspirations - Volume Part I
An iterative method for preserving edges and reducing noise in high resolution image reconstruction
ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part II
Joint spatial-temporal color demosaicking
SCIA'05 Proceedings of the 14th Scandinavian conference on Image Analysis
Eigentransformation-based face super-resolution in the wavelet domain
Pattern Recognition Letters
Multi-scale MAP estimation of high-resolution images
PSIVT'06 Proceedings of the First Pacific Rim conference on Advances in Image and Video Technology
A discontinuity adaptive method for super-resolution of license plates
ICVGIP'06 Proceedings of the 5th Indian conference on Computer Vision, Graphics and Image Processing
Morphable model space based face super-resolution reconstruction and recognition
Image and Vision Computing
A super-resolution reconstruction algorithm for hyperspectral images
Signal Processing
Fast computation of edge model representation for image sequence super-resolution
PerMIn'12 Proceedings of the First Indo-Japan conference on Perception and Machine Intelligence
Super-resolved faces for improved face recognition from surveillance video
ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
Journal of Mathematical Imaging and Vision
Face hallucination based on sparse local-pixel structure
Pattern Recognition
Low-resolution face recognition: a review
The Visual Computer: International Journal of Computer Graphics
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The human visual system appears to be capable of temporally integrating information in a video sequence in such a way that the perceived spatial resolution of a sequence appears much higher than the spatial resolution of an individual frame. While the mechanisms in the human visual system that do this are unknown, the effect is not too surprising given that temporally adjacent frames in a video sequence contain slightly different, but unique, information. This paper addresses the use of both the spatial and temporal information present in a short image sequence to create a single high-resolution video frame. A novel observation model based on motion compensated subsampling is proposed for a video sequence. Since the reconstruction problem is ill-posed, Bayesian restoration with a discontinuity-preserving prior image model is used to extract a high-resolution video still given a short low-resolution sequence. Estimates computed from a low-resolution image sequence containing a subpixel camera pan show dramatic visual and quantitative improvements over bilinear, cubic B-spline, and Bayesian single frame interpolations. Visual and quantitative improvements are also shown for an image sequence containing objects moving with independent trajectories. Finally, the video frame extraction algorithm is used for the motion-compensated scan conversion of interlaced video data, with a visual comparison to the resolution enhancement obtained from progressively scanned frames