Computer Vision, Graphics, and Image Processing
Image Analysis Using Mathematical Morphology
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Multiscanning Approach Based on Morphological Filtering
IEEE Transactions on Pattern Analysis and Machine Intelligence
Pattern Spectrum and Multiscale Shape Representation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Scale-Space and Edge Detection Using Anisotropic Diffusion
IEEE Transactions on Pattern Analysis and Machine Intelligence
A hierarchical morphological image decomposition
Pattern Recognition Letters
A Multiresolution Hierarchical Approach to Image Segmentation Based on Intensity Extrema
IEEE Transactions on Pattern Analysis and Machine Intelligence
Optimal Morphological Pattern Restoration from Noisy Binary Images
IEEE Transactions on Pattern Analysis and Machine Intelligence
Performance evaluation of some noise reduction methods
CVGIP: Graphical Models and Image Processing
Robust edge detector based on morphological filters
Pattern Recognition Letters
Morphological multiscale segmentation for image coding
Proceedings of of the IEEE winter workshop on Nonlinear digital signal processing
Multiscale median and morphological filters for 2D pattern recognition
Proceedings of of the IEEE winter workshop on Nonlinear digital signal processing
Threshold decomposition of gray-scale soft morphology into binary soft morphology
Graphical Models and Image Processing
A multiscale morphological approach to local contrast enhancement
Signal Processing
Digital Image Processing
Computer and Robot Vision
Digital Picture Processing
Morphological Approach for Dashed Lines Detection
Selected Papers from the First International Workshop on Graphics Recognition, Methods and Applications
A Review of Nonlinear Diffusion Filtering
SCALE-SPACE '97 Proceedings of the First International Conference on Scale-Space Theory in Computer Vision
Morphological Anisotropic Diffusion
ICIP '97 Proceedings of the 1997 International Conference on Image Processing (ICIP '97) 3-Volume Set-Volume 3 - Volume 3
Image Analysis and Mathematical Morphology
Image Analysis and Mathematical Morphology
Noise reduction of VQ encoded images through anti-gray coding
IEEE Transactions on Image Processing
Flat zones filtering, connected operators, and filters by reconstruction
IEEE Transactions on Image Processing
A multiscale elastic registration scheme for retinal angiograms
Computer Vision and Image Understanding
Satellite image restoration using statistical models
Signal Processing
Computationally efficient, one-pass algorithm for morphological filters
Journal of Visual Communication and Image Representation
Retinal spot lesion detection using adaptive multiscale morphological processing
ISVC'06 Proceedings of the Second international conference on Advances in Visual Computing - Volume Part II
Rectangular discrete radon transform for buildings extraction from high resolution satellite images
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This paper presents a method for improving the quality of gray-level images by reducing the effect of noise using multiscale morphology. The underlying concept of the work is to assign progressively less importance to features of smaller scales as their possibilities of being noise particles are more. Features at various scales are extracted by means of morphological filtering. The proposed scheme is first illustrated in one dimension. Morphological towers are built to implement the method in two dimensions. The proposed algorithm has been tested on a set of real images corrupted with different types of noise. The results are compared with those of other standard noise removal algorithms based on some standard performance measures. A modification of the method considering noise statistics along with its results are also presented in this paper.