Nikolas P. Galatsanos

According to our database1, Nikolas P. Galatsanos authored at least 140 papers between 1987 and 2011.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2011
Maximum a posteriori super-resolution of compressed video with a novel multichannel image prior and a new observation model.
Proceedings of the 19th European Signal Processing Conference, 2011

Majorization-minimization mixture model determination in image segmentation.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010
A Bayesian Framework for Image Segmentation With Spatially Varying Mixtures.
IEEE Trans. Image Process., 2010

Variational Bayesian Image Restoration With a Product of Spatially Weighted Total Variation Image Priors.
IEEE Trans. Image Process., 2010

Maximum a Posteriori Video Super-Resolution Using a New Multichannel Image Prior.
IEEE Trans. Image Process., 2010

Spatially Varying Mixtures Incorporating Line Processes for Image Segmentation.
J. Math. Imaging Vis., 2010

Relevance Vector Machines for Enhanced BER Probability in DMT-Based Systems.
J. Electr. Comput. Eng., 2010

Bayesian watermark detection and new perceptual mask based on a spatially weighted Total Variation image prior.
Proceedings of the 2010 IEEE International Workshop on Information Forensics and Security, 2010

Relevance vector machines for DMT based systems.
Proceedings of the 20th International Conference on Electronics, 2010

Variational Bayesian inference image restoration using a product of total variation-like image priors.
Proceedings of the 2nd International Workshop on Cognitive Information Processing, 2010

2009
Sparse Bayesian Modeling With Adaptive Kernel Learning.
IEEE Trans. Neural Networks, 2009

Scene Detection in Videos Using Shot Clustering and Sequence Alignment.
IEEE Trans. Multim., 2009

Variational Bayesian Sparse Kernel-Based Blind Image Deconvolution With Student's-t Priors.
IEEE Trans. Image Process., 2009

Simultaneous detection of abrupt cuts and dissolves in videos using support vector machines.
Pattern Recognit. Lett., 2009

Probabilistic relevance feedback approach for content-based image retrieval based on gaussian mixture models.
IET Image Process., 2009

A hierarchical spatially adaptive image model for perceptual mask design and multiplicative watermark detection.
Proceedings of the First IEEE International Workshop on Information Forensics and Security, 2009

Combining Gaussian Mixture Models and Support Vector Machines for Relevance Feedback in Content Based Image Retrieval.
Proceedings of the Artificial Intelligence Applications and Innovations III, 2009

Joint recovery and segmentation of polarimetric images using a compound MRF and mixture modeling.
Proceedings of the International Conference on Image Processing, 2009

Maximum a posteriori super-resolution of compressed video using a new multichannel image prior.
Proceedings of the International Conference on Image Processing, 2009

Local Feature Selection for the Relevance Vector Machine Using Adaptive Kernel Learning.
Proceedings of the Artificial Neural Networks, 2009

Relevance Feedback for Content-Based Image Retrieval Using Support Vector Machines and Feature Selection.
Proceedings of the Artificial Neural Networks, 2009

2008
A Support Vector Machine Approach for Video Shot Detection.
Proceedings of the New Directions in Intelligent Interactive Multimedia, 2008

Variational Bayesian Image Restoration Based on a Product of t-Distributions Image Prior.
IEEE Trans. Image Process., 2008

New Additive Watermark Detectors Based On A Hierarchical Spatially Adaptive Image Model.
IEEE Trans. Inf. Forensics Secur., 2008

The variational approximation for Bayesian inference.
IEEE Signal Process. Mag., 2008

A Regression Mixture Model with Spatial Constraints for Clustering Spatiotemporal Data.
Int. J. Artif. Intell. Tools, 2008

Incremental Relevance Vector Machine with Kernel Learning.
Proceedings of the Artificial Intelligence: Theories, 2008

A Sparse Regression Mixture Model for Clustering Time-Series.
Proceedings of the Artificial Intelligence: Theories, 2008

Video rushes summarization using spectral clustering and sequence alignment.
Proceedings of the 2nd ACM Workshop on Video Summarization, 2008

MR Brain Tissue Classification Using an Edge-Preserving Spatially Variant Bayesian Mixture Model.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

Application of Relevance Feedback in Content Based Image Retrieval Using Gaussian Mixture Models.
Proceedings of the 20th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2008), 2008

Efficient Video Shot Summarization Using an Enhanced Spectral Clustering Approach.
Proceedings of the Artificial Neural Networks, 2008

A Majorization-Minimization approach to total variation reconstruction of super-resolved images.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

A spatially adaptive hierarchical stochastic model for non-rigid image registration.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

Maximum a posteriori video super-resolution with a new multichannel image prior.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

Edge preserving spatially varying mixtures for image segmentation.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007
Bayesian Kernel Methods for Analysis of Functional Neuroimages.
IEEE Trans. Medical Imaging, 2007

A Class-Adaptive Spatially Variant Mixture Model for Image Segmentation.
IEEE Trans. Image Process., 2007

Super-Resolution Based on Fast Registration and Maximum a Posteriori Reconstruction.
IEEE Trans. Image Process., 2007

Large Scale Multikernel Relevance Vector Machine for Object Detection.
Int. J. Artif. Intell. Tools, 2007

Robust variational bayesian kernel based blind image deconvolution.
Proceedings of the VISAPP 2007: Proceedings of the Second International Conference on Computer Vision Theory and Applications, Barcelona, Spain, March 8-11, 2007, 2007

New Detectors for Watermarks with Unknown Power Based on Student-t Image Priors.
Proceedings of the IEEE 9th Workshop on Multimedia Signal Processing, 2007

Scene Detection in Videos Using Shot Clustering and Symbolic Sequence Segmentation.
Proceedings of the IEEE 9th Workshop on Multimedia Signal Processing, 2007

Curve Clustering with Spatial Constraints for Analysis of Spatiotemporal Data.
Proceedings of the 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2007), 2007

Variational Bayesian Blind Image Deconvolution with Student-T Priors.
Proceedings of the International Conference on Image Processing, 2007

Robust Image Segmentation with Mixtures of Student's t-Distributions.
Proceedings of the International Conference on Image Processing, 2007

Additive Watermark Detectors Based on a New Hierarchical Spatially Adaptive Image Model.
Proceedings of the International Conference on Image Processing, 2007

2006
Stochastic methods for joint registration, restoration, and interpolation of multiple undersampled images.
IEEE Trans. Image Process., 2006

Bayesian Restoration Using a New Nonstationary Edge-Preserving Image Prior.
IEEE Trans. Image Process., 2006

Large Scale Multikernel RVM for Object Detection.
Proceedings of the Advances in Artificial Intelligence, 4th Helenic Conference on AI, 2006

A Relevance Feedback Approach for Content Based Image Retrieval Using Gaussian Mixture Models.
Proceedings of the Artificial Neural Networks, 2006

Variational Bayesian blind image deconvolution based on a sparse kernel model for the point spread function.
Proceedings of the 14th European Signal Processing Conference, 2006

Image segmentation with a class-adaptive spatially constrained mixture model.
Proceedings of the 14th European Signal Processing Conference, 2006

Maximum a posteriori super resolution based on simultaneous non-stationary restoration, interpolation and fast registration.
Proceedings of the 14th European Signal Processing Conference, 2006

Machine learning of human responses to images.
Proceedings of the Computational Imaging IV, San Jose, 2006

2005
A spatially constrained mixture model for image segmentation.
IEEE Trans. Neural Networks, 2005

Mixture model analysis of DNA microarray images.
IEEE Trans. Medical Imaging, 2005

Digital watermarking robust to geometric distortions.
IEEE Trans. Image Process., 2005

Non-stationary approximate Bayesian super-resolution using a hierarchical prior model.
Proceedings of the 2005 International Conference on Image Processing, 2005

Maximum a posteriori image restoration based on a new directional continuous edge image prior.
Proceedings of the 2005 International Conference on Image Processing, 2005

Generalized likelihood ratio test based algorithms for object recognition in photon-limited images.
Proceedings of the 2005 International Conference on Image Processing, 2005

An Analytic Distance Metric for Gaussian Mixture Models with Application in Image Retrieval.
Proceedings of the Artificial Neural Networks: Formal Models and Their Applications, 2005

2004
A variational approach for Bayesian blind image deconvolution.
IEEE Trans. Signal Process., 2004

A similarity learning approach to content-based image retrieval: application to digital mammography.
IEEE Trans. Medical Imaging, 2004

Relevance Vector Machine Analysis of Functional Neuroimages.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

Reversible Jump Markov Chain Monte Carlo Signal Detection In Functional Neuroimaging Analysis.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

Mammogram Retrieval Based On Incremental Learning.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

Non Stationary Bayesian Image Restoration.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Bayesian regression of functional neuroimages.
Proceedings of the 2004 12th European Signal Processing Conference, 2004

Mixture model based image segmentation with spatial constraints.
Proceedings of the 2004 12th European Signal Processing Conference, 2004

2003
EM-based simultaneous registration, restoration, and interpolation of super-resolved images.
Proceedings of the 2003 International Conference on Image Processing, 2003

A variational method for Bayesian blind image deconvolution.
Proceedings of the 2003 International Conference on Image Processing, 2003

Relevance feedback based on incremental learning for mammogram retrieval.
Proceedings of the 2003 International Conference on Image Processing, 2003

Geometric robust watermarking through watermark pattern shaping.
Proceedings of the 2003 International Conference on Image Processing, 2003

Image restoration using content-adaptive mesh modeling.
Proceedings of the 2003 International Conference on Image Processing, 2003

An unsupervised artifact correction approach for the analysis of DNA microarray images.
Proceedings of the 2003 International Conference on Image Processing, 2003

Content-adaptive mesh modeling for image restoration.
Proceedings of the Computational Imaging, Santa Clara, 2003

2002
A Support Vector Machine Approach for Detection of Microcalcifications.
IEEE Trans. Medical Imaging, 2002

Template matching based object recognition with unknown geometric parameters.
IEEE Trans. Image Process., 2002

Eigenfolds: a new approach for analysis of vibrating vocal folds.
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002

Support vector machine learning for detection of microcalcifications in mammograms.
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002

A reversible jump Markov chain Monte Carlo algorithm for analysis of functional neuroimages.
Proceedings of the 2002 International Conference on Image Processing, 2002

A support vector machine approach for detection of microcalcifications in mammograms.
Proceedings of the 2002 International Conference on Image Processing, 2002

Content-based image retrieval for digital mammography.
Proceedings of the 2002 International Conference on Image Processing, 2002

Affine transformation resistant watermarking based on image normalization.
Proceedings of the 2002 International Conference on Image Processing, 2002

Geometric robust watermarking based on a new mesh model correction approach.
Proceedings of the 2002 International Conference on Image Processing, 2002

Similarity based clustering using the expectation maximization algorithm.
Proceedings of the 2002 International Conference on Image Processing, 2002

ML and Bayesian impulse restoration based object recognition in photon limited noise.
Proceedings of the 2002 International Conference on Image Processing, 2002

2001
New active contour algorithm for tracking vibrating vocal folds.
Proceedings of the 2001 International Conference on Image Processing, 2001

Allpass filter design using projection-based method under group delay constraints.
Proceedings of the IEEE International Conference on Acoustics, 2001

2000
Hierarchical Bayesian image restoration from partially known blurs.
IEEE Trans. Image Process., 2000

Image Retrieval Based on Similarity Learning.
Proceedings of the 2000 International Conference on Image Processing, 2000

Impulse Restoration Template Matching Under Geometric Uncertainties.
Proceedings of the 2000 International Conference on Image Processing, 2000

1999
Design of digital linear-phase FIR crossover systems for loudspeakers by the method of vector space projections.
IEEE Trans. Signal Process., 1999

Regularized total least squares approach for nonconvolutional linear inverse problems.
IEEE Trans. Image Process., 1999

Maximum-likelihood optical flow estimation using differential constraints.
Proceedings of the IEEE-EURASIP Workshop on Nonlinear Signal and Image Processing (NSIP'99), 1999

A Compressed Video Enhancement Algorithm.
Proceedings of the 1999 International Conference on Image Processing, 1999

Tomographic Image Reconstruction for Systems with Partially-Known Blur.
Proceedings of the 1999 International Conference on Image Processing, 1999

Optical flow estimation from noisy data using differential techniques.
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

1998
Design of two-channel equiripple FIR linear-phase quadrature mirror filters using the vector space projection method.
IEEE Signal Process. Lett., 1998

New Results on Multichannel Regularized Recovery of Compressed Video.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

Total Least Squares Estimation of Stereo Optical Flow.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

Two Bayesian Image Restoration Algorithms from Partially-Known Blurs.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

Spatially-Adaptive Regularized Pel-Recursive Motion Estimation based on Cross-Validation.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

1997
Removal of compression artifacts using projections onto convex sets and line process modeling.
IEEE Trans. Image Process., 1997

Regularized Total Least Squares Reconstruction for Optical Tomographic Imaging Using Conjugate Gradient Method.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

Regularized Multichannel Recovery of Compressed Video.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

Impulse restoration-based template-matching using the expectation-maximization algorithm.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

1996
Binary decompositions for high-order entropy coding of grayscale images.
IEEE Trans. Circuits Syst. Video Technol., 1996

Multichannel Regularized Iterative Restoration of Motion Compensated Image Sequences.
J. Vis. Commun. Image Represent., 1996

On the relation of image restoration and template matching: application to block-matching motion estimation.
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996

Deformation Analysis of the Vibrational Patterns of the Vocal Folds.
Proceedings of the Bildverarbeitung für die Medizin: Algorithmen, 1996

1995
Projection-based spatially adaptive reconstruction of block-transform compressed images.
IEEE Trans. Image Process., 1995

Regularized constrained total least squares image restoration.
IEEE Trans. Image Process., 1995

Regularized Multichannel Restoration Using Cross-Validation.
CVGIP Graph. Model. Image Process., 1995

Iterative maximum a posteriori (MAP) restoration from partially-known blur for tomographic reconstruction.
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995

1994
Multichannel restoration of single channel images using a wavelet-based subband decomposition.
IEEE Trans. Image Process., 1994

Investigation of smoothing techniques for positron emission tomography imaging.
J. Electronic Imaging, 1994

Lossless Compression of Multi-Dimensional Medical Image Data using Binary-Decomposed High-Order Entropy Coding.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

Gradient-Projection Blind Deconvolution.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

Edge-Preserving Reconstruction of Compressed Images Using Projections and a Divide-and-Conquer Strategy.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

Reconstruction of a High Resolution Image from Registration and Restoration of Low Resolution Images.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

Map and Regularized Constrained Total Least-Squares Image Restoration.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

1993
A general framework for frequency domain multi-channel signal processing.
IEEE Trans. Image Process., 1993

Regularized reconstruction to reduce blocking artifacts of block discrete cosine transform compressed images.
IEEE Trans. Circuits Syst. Video Technol., 1993

New approach for applying high-order entropy coding to image data.
Proceedings of the Visual Communications and Image Processing '93, 1993

Regularized reconstruction to remove blocking artifacts from block discrete cosine transform compressed images.
Proceedings of the Visual Communications and Image Processing '93, 1993

Multichannel regularized iterative restoration of image sequences.
Proceedings of the Visual Communications and Image Processing '93, 1993

Iterative projection algorithms for removing the blocking artifacts of block-DCT compressed images.
Proceedings of the IEEE International Conference on Acoustics, 1993

Marginal analysis prioritization for image compression based on a hierarchical wavelet decomposition.
Proceedings of the IEEE International Conference on Acoustics, 1993

Multichannel restoration of single channel images using a wavelet decomposition.
Proceedings of the IEEE International Conference on Acoustics, 1993

1992
Prioritized DCT for compression and progressive transmission of images.
IEEE Trans. Image Process., 1992

Methods for choosing the regularization parameter and estimating the noise variance in image restoration and their relation.
IEEE Trans. Image Process., 1992

1991
Least squares restoration of multichannel images.
IEEE Trans. Signal Process., 1991

Restoration of color images by multichannel Kalman filtering.
IEEE Trans. Signal Process., 1991

Priority DCT coding for image sequences.
Proceedings of the 1991 International Conference on Acoustics, 1991

Two methods for least squares multi-channel image restoration.
Proceedings of the 1991 International Conference on Acoustics, 1991

Cross-validation and other criteria for estimating the regularizing parameter.
Proceedings of the 1991 International Conference on Acoustics, 1991

1989
Digital restoration of multichannel images.
IEEE Trans. Acoust. Speech Signal Process., 1989

1987
Digital restoration of multi-channel images.
Proceedings of the IEEE International Conference on Acoustics, 1987


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