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
Is Super-Resolution with Optical Flow Feasible?
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part I
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
Distilling information with super-resolution for video surveillance
Proceedings of the ACM 2nd international workshop on Video surveillance & sensor networks
Super-resolution with integrated radial distortion correction
ENC '05 Proceedings of the Sixth Mexican International Conference on Computer Science
Simultaneous estimation of super-resolved depth map and intensity field using photometric cue
Computer Vision and Image Understanding
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
The Asymmetry of Image Registration and Its Application to Face Tracking
IEEE Transactions on Pattern Analysis and Machine Intelligence
Super-resolution reconstruction based on linear interpolation of wavelet coefficients
Multidimensional Systems and 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
EURASIP Journal on Applied Signal Processing
A MAP estimator for simultaneous superresolution and detector nonuniformity correction
EURASIP Journal on Applied Signal Processing
Overcoming registration uncertainty in image super-resolution: maximize or marginalize?
EURASIP Journal on Advances in Signal Processing
Ordinal regression based subpixel shift estimation for video super-resolution
EURASIP Journal on Advances in Signal Processing
Determining the regularization parameters for super-resolution problems
Signal Processing
Limits of Learning-Based Superresolution Algorithms
International Journal of Computer Vision
A Modified Gaussian Filter for the Arbitrary Scale LP Enlargement Method
IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences
High Accuracy Bicubic Interpolation Using Image Local Features
IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences
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
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 blind superresolution method that works for arbitrary motions and point spread functions
ISCGAV'09 Proceedings of the 9th WSEAS international conference on Signal processing, computational geometry and artificial vision
Simultaneous estimation of super-resolved depth map and intensity field using photometric cue
Computer Vision and Image Understanding
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
Real time turbulent video perfecting by image stabilization and super-resolution
VIIP '07 The Seventh IASTED International Conference on Visualization, Imaging and Image Processing
FPGA accelerator for wavelet-based automated global image registration
EURASIP Journal on Embedded Systems - Special issue on design and architectures for signal and image 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
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
Hallucinating face by position-patch
Pattern Recognition
Stochastic super-resolution image reconstruction
Journal of Visual Communication and Image Representation
A single-frame super-resolution innovative approach
MICAI'07 Proceedings of the artificial intelligence 6th Mexican international conference on Advances in artificial intelligence
Edge-preserving Bayesian image superresolution based on compound Markov random fields
ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
Directionally adaptive super-resolution
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Joint image registration and super-resolution reconstruction based on regularized total least norm
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Multichannel image restoration based on optimization of the structural similarity index
Asilomar'09 Proceedings of the 43rd Asilomar conference on Signals, systems and computers
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
Robust mean super-resolution for less cooperative NIR iris recognition at a distance and on the move
Proceedings of the 2010 Symposium on Information and Communication Technology
Performance of reconstruction-based super-resolution with regularization
Journal of Visual Communication and Image Representation
Efficient Fourier-wavelet super-resolution
IEEE Transactions on Image Processing - Special section on distributed camera networks: sensing, processing, communication, and implementation
Image super-resolution via sparse representation
IEEE Transactions on Image Processing
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
Direct super-resolution and registration using raw CFA images
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
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
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
A closed form algorithm for superresolution
ISVC'11 Proceedings of the 7th international conference on Advances in visual computing - Volume Part II
Region-based reconstruction for face hallucination
MMM'07 Proceedings of the 13th international conference on Multimedia Modeling - Volume Part I
Improving sub-pixel correspondence through upsampling
Computer Vision and Image Understanding
SuperResolution image reconstruction using a hybrid bayesian approach
ICONIP'06 Proceedings of the 13th international conference on Neural Information Processing - Volume Part II
Direct energy minimization for super-resolution on nonlinear manifolds
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part IV
Single-frame image recovery using a Pearson type VII MRF
Neurocomputing
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
Decimation estimation and super-resolution using zoomed observations
ICVGIP'06 Proceedings of the 5th Indian conference on Computer Vision, Graphics and Image Processing
Coordinate-descent super-resolution and registration for parametric global motion models
Journal of Visual Communication and Image Representation
Superfaces: a super-resolution model for 3d faces
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part I
Bayesian combination of sparse and non-sparse priors in image super resolution
Digital Signal Processing
Tetrolet regularization and learning for single frame image super-resolution
IScIDE'12 Proceedings of the third Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
Accurate image registration for MAP image super-resolution
Image Communication
Image super-resolution: use of self-learning and gabor prior
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part III
PiCam: an ultra-thin high performance monolithic camera array
ACM Transactions on Graphics (TOG)
Feature-domain super-resolution for iris recognition
Computer Vision and Image Understanding
A Comprehensive Survey to Face Hallucination
International Journal of Computer Vision
Low-resolution face recognition: a review
The Visual Computer: International Journal of Computer Graphics
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In many imaging systems, the detector array is not sufficiently dense to adequately sample the scene with the desired field of view. This is particularly true for many infrared focal plane arrays. Thus, the resulting images may be severely aliased. This paper examines a technique for estimating a high-resolution image, with reduced aliasing, from a sequence of undersampled frames. Several approaches to this problem have been investigated previously. However, in this paper a maximum a posteriori (MAP) framework for jointly estimating image registration parameters and the high-resolution image is presented. Several previous approaches have relied on knowing the registration parameters a priori or have utilized registration techniques not specifically designed to treat severely aliased images. In the proposed method, the registration parameters are iteratively updated along with the high-resolution image in a cyclic coordinate-descent optimization procedure. Experimental results are provided to illustrate the performance of the proposed MAP algorithm using both visible and infrared images. Quantitative error analysis is provided and several images are shown for subjective evaluation