Unsupervised, Information-Theoretic, Adaptive Image Filtering for Image Restoration
IEEE Transactions on Pattern Analysis and Machine Intelligence
Image denoising with complex ridgelets
Pattern Recognition
Image denoising using neighbouring wavelet coefficients
Integrated Computer-Aided Engineering
Laplacian Operator-Based Edge Detectors
IEEE Transactions on Pattern Analysis and Machine Intelligence
Multivariate Statistical Models for Image Denoising in the Wavelet Domain
International Journal of Computer Vision
A new pixel-wise mask for watermarking
Proceedings of the 9th workshop on Multimedia & security
EURASIP Journal on Applied Signal Processing
Edge-preserving wavelet thresholding for image denoising
Journal of Computational and Applied Mathematics
Spatial adaptive Bayesian wavelet threshold exploiting scale and space consistency
Multidimensional Systems and Signal Processing
Denoising of multicomponent images using wavelet least-squares estimators
Image and Vision Computing
A variable window approach for image denoising
ESPOCO'05 Proceedings of the 4th WSEAS International Conference on Electronic, Signal Processing and Control
Technical Section: Circular spatial filtering under high-noise-variance conditions
Computers and Graphics
Image Denoising Using Three Scales of Wavelet Coefficients
ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks, Part II
Image Denoising Using Neighbouring Contourlet Coefficients
ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks, Part II
Real-Time Wavelet-Spatial-Activity-Based Adaptive Video Enhancement Algorithm for FPGA
ACIVS '08 Proceedings of the 10th International Conference on Advanced Concepts for Intelligent Vision Systems
Image denoising in steerable pyramid domain based on a local Laplace prior
Pattern Recognition
A novel analytic quantization-distortion model for hybrid video coding
IEEE Transactions on Circuits and Systems for Video Technology
Image and video denoising using adaptive dual-tree discrete wavelet packets
IEEE Transactions on Circuits and Systems for Video Technology
Robust NL-means filter with optimal pixel-wise smoothing parameter for statistical image denoising
IEEE Transactions on Signal Processing
Non-Gaussian model-based fusion of noisy images in the wavelet domain
Computer Vision and Image Understanding
IEEE Transactions on Image Processing
Fuzzy peer groups for reducing mixed Gaussian-impulse noise from color images
IEEE Transactions on Image Processing
IEEE Transactions on Image Processing
Multi-focus Image Fusion Based on Fuzzy and Wavelet Transform
CIARP '09 Proceedings of the 14th Iberoamerican Conference on Pattern Recognition: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
Principal neighborhood dictionaries for nonlocal means image denoising
IEEE Transactions on Image Processing
Image estimation using total least squares
WiCOM'09 Proceedings of the 5th International Conference on Wireless communications, networking and mobile computing
Smooth adaptation by sigmoid shrinkage
Journal on Image and Video Processing
Image denoising with neighbour dependency and customized wavelet and threshold
Pattern Recognition
Double adaptive filtering of Gaussian noise degraded images
SCIA'07 Proceedings of the 15th Scandinavian conference on Image analysis
A subband adaptive iterative shrinkage/thresholding algorithm
IEEE Transactions on Signal Processing
A new fuzzy motion and detail adaptive video filter
ACIVS'07 Proceedings of the 9th international conference on Advanced concepts for intelligent vision systems
Adaptive wavelet threshold for image denoising by exploiting inter-scale dependency
ICIC'07 Proceedings of the intelligent computing 3rd international conference on Advanced intelligent computing theories and applications
Wavelet-based CR image denoising by exploiting inner-scale dependency
ICIC'07 Proceedings of the intelligent computing 3rd international conference on Advanced intelligent computing theories and applications
Wavelet-based parallel MRI regularization using bivariate sparsity promoting priors
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Block compressed sensing of images using directional transforms
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Context-based bias removal of statistical models of wavelet coefficients for image denoising
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Fast Multi-Hypothesis Motion Compensated Filter for Video Denoising
Journal of Signal Processing Systems
Adaptive kernel-based image denoising employing semi-parametric regularization
IEEE Transactions on Image Processing
Image enhancement via space-adaptive lifting scheme exploiting subband dependency
Digital Signal Processing
De-speckling of SAR images by directional smoothing of wavelet coefficients and de-blurring
SIP'10 Proceedings of the 9th WSEAS international conference on Signal processing
SIP'10 Proceedings of the 9th WSEAS international conference on Signal processing
Noise reduction of cDNA microarray images using complex wavelets
IEEE Transactions on Image Processing
A new wavelet-based fuzzy single and multi-channel image denoising
Image and Vision Computing
Complex Gaussian scale mixtures of complex wavelet coefficients
IEEE Transactions on Signal Processing
De-speckling of SAR images by directional smoothing of wavelet coefficients and de-blurring
ISCGAV'10 Proceedings of the 10th WSEAS international conference on Signal processing, computational geometry and artificial vision
Remove speckle of SAR images by directional smoothing of wavelet coefficients
ISCGAV'10 Proceedings of the 10th WSEAS international conference on Signal processing, computational geometry and artificial vision
A Bayesian approach of wavelet based image denoising in a hyperanalytic multi-wavelet context
WSEAS Transactions on Signal Processing
Wavelet based image denoising using intra scale dependency
MUSP'06 Proceedings of the 6th WSEAS international conference on Multimedia systems & signal processing
A bivariate shrinkage function for complex dual tree DWT based image denoising
WAMUS'06 Proceedings of the 6th WSEAS international conference on Wavelet analysis & multirate systems
Image denoising with anisotropic bivariate shrinkage
Signal Processing
SAR speckle reduction based on undecimated tree-structured wavelet transform
ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part II
A new fuzzy-based wavelet shrinkage image denoising technique
ACIVS'06 Proceedings of the 8th international conference on Advanced Concepts For Intelligent Vision Systems
Perceived image quality measurement of state-of-the-art noise reduction schemes
ACIVS'06 Proceedings of the 8th international conference on Advanced Concepts For Intelligent Vision Systems
Evaluation of the perceptual performance of fuzzy image quality measures
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part I
Video denoising algorithm in sliding 3D DCT domain
ACIVS'05 Proceedings of the 7th international conference on Advanced Concepts for Intelligent Vision Systems
Watermark re-synchronization using sinusoidal signals in DT-CWT domain
PCM'04 Proceedings of the 5th Pacific Rim conference on Advances in Multimedia Information Processing - Volume Part III
A SAR image despeckling method based on dual tree complex wavelet transform
ICIC'05 Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part I
Denoising of three dimensional data cube using bivariate wavelet shrinking
ICIAR'10 Proceedings of the 7th international conference on Image Analysis and Recognition - Volume Part I
Processing and classification of multichannel remote sensing data
MICAI'11 Proceedings of the 10th international conference on Artificial Intelligence: advances in Soft Computing - Volume Part II
Block-Based Compressed Sensing of Images and Video
Foundations and Trends in Signal Processing
Wavelet based speech presence probability estimator for speech enhancement
Digital Signal Processing
Λ-neighborhood wavelet shrinkage
Computational Statistics & Data Analysis
A new fuzzy additive noise reduction method
ICIAR'07 Proceedings of the 4th international conference on Image Analysis and Recognition
A Proposed Intelligent Denoising Technique for Spatial Video Denoising for Real-Time Applications
International Journal of Mobile Computing and Multimedia Communications
Image denoising via 2D dictionary learning and adaptive hard thresholding
Pattern Recognition Letters
Statistical texture retrieval in noise using complex wavelets
Image Communication
International Journal of Speech Technology
Lapped transform-based image denoising with the generalised Gaussian prior
International Journal of Computational Vision and Robotics
Hi-index | 35.69 |
Most simple nonlinear thresholding rules for wavelet-based denoising assume that the wavelet coefficients are independent. However, wavelet coefficients of natural images have significant dependencies. We only consider the dependencies between the coefficients and their parents in detail. For this purpose, new non-Gaussian bivariate distributions are proposed, and corresponding nonlinear threshold functions (shrinkage functions) are derived from the models using Bayesian estimation theory. The new shrinkage functions do not assume the independence of wavelet coefficients. We show three image denoising examples in order to show the performance of these new bivariate shrinkage rules. In the second example, a simple subband-dependent data-driven image denoising system is described and compared with effective data-driven techniques in the literature, namely VisuShrink, SureShrink, BayesShrink, and hidden Markov models. In the third example, the same idea is applied to the dual-tree complex wavelet coefficients.