Shape smoothing using media axia properties
IEEE Transactions on Pattern Analysis and Machine Intelligence
Scaling Theorems for Zero Crossings
IEEE Transactions on Pattern Analysis and Machine Intelligence
Computer Vision, Graphics, and Image Processing
Axial representations of shape
Computer Vision, Graphics, and Image Processing
IEEE Transactions on Pattern Analysis and Machine Intelligence
Hierarchical Shape Description Via the Multiresolution Symmetric Axis Transform
IEEE Transactions on Pattern Analysis and Machine Intelligence
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
Sequential Operations in Digital Picture Processing
Journal of the ACM (JACM)
Computer representation of planar regions by their skeletons
Communications of the ACM
Smoothed Local Symmetries and Their Implementation
Smoothed Local Symmetries and Their Implementation
Image Analysis and Mathematical Morphology
Image Analysis and Mathematical Morphology
Threshold Superposition in Morphological Image Analysis Systems
IEEE Transactions on Pattern Analysis and Machine Intelligence
Optimal Morphological Pattern Restoration from Noisy Binary Images
IEEE Transactions on Pattern Analysis and Machine Intelligence
The Geometry of Basis Sets for Morphologic Closing
IEEE Transactions on Pattern Analysis and Machine Intelligence
Some Sequential Algorithms for a Generalized Distance Transformation Based on Minkowski Operations
IEEE Transactions on Pattern Analysis and Machine Intelligence
Scale-Space Properties of the Multiscale Morphological Dilation-Erosion
IEEE Transactions on Pattern Analysis and Machine Intelligence
Scale-Space From Nonlinear Filters
IEEE Transactions on Pattern Analysis and Machine Intelligence
Multiscale Nonlinear Decomposition: The Sieve Decomposition Theorem
IEEE Transactions on Pattern Analysis and Machine Intelligence
Comparison Between the Morphological Skeleton and Morphological Shape Decomposition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Optimal Binary Morphological Bandpass Filters Induced byGranulometric Spectral Representation
Journal of Mathematical Imaging and Vision
Optimal Local Weighted Averaging Methods in Contour Smoothing
IEEE Transactions on Pattern Analysis and Machine Intelligence
Off-Line Signature Verification by Local Granulometric Size Distributions
IEEE Transactions on Pattern Analysis and Machine Intelligence
Automatic Plankton Image Recognition
Artificial Intelligence Review
Image structural information assessment
Pattern Recognition Letters
Morphologically Constrained GRFs: Applications to Texture Synthesis and Analysis
IEEE Transactions on Pattern Analysis and Machine Intelligence
Morphological Reversible Contour Representation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Optimal Conjunctive Granulometric Bandpass Filters
Journal of Mathematical Imaging and Vision
Directional Morphological Filtering
IEEE Transactions on Pattern Analysis and Machine Intelligence
Spatial Size Distributions: Applications to Shape and Texture Analysis
IEEE Transactions on Pattern Analysis and Machine Intelligence
An edge preserving noise smoothing technique using multiscale morphology
Signal Processing
Shape Connectivity: Multiscale Analysis and Application to Generalized Granulometries
Journal of Mathematical Imaging and Vision
Geometric Invariant Shape Representations Using Morphological Multiscale Analysis
Journal of Mathematical Imaging and Vision
Retrieving Similar Shapes Effectively and Efficiently
Multimedia Tools and Applications
Fast and Effective Retrieval of Medical Tumor Shapes
IEEE Transactions on Knowledge and Data Engineering
Optimal Structuring Elements for the Morphological Pattern Restoration of Binary Images
IEEE Transactions on Pattern Analysis and Machine Intelligence
Fast Nearest Neighbor Search in Medical Image Databases
VLDB '96 Proceedings of the 22th International Conference on Very Large Data Bases
EurAsia-ICT '02 Proceedings of the First EurAsian Conference on Information and Communication Technology
VISUAL '99 Proceedings of the Third International Conference on Visual Information and Information Systems
Morphological Scale-Space Representation with Levelings
SCALE-SPACE '99 Proceedings of the Second International Conference on Scale-Space Theories in Computer Vision
Multi-scale Document Description Using Rectangular Granulometries
DAS '02 Proceedings of the 5th International Workshop on Document Analysis Systems V
A multiscale approach to connectivity
Computer Vision and Image Understanding
Object-Based Image Analysis Using Multiscale Connectivity
IEEE Transactions on Pattern Analysis and Machine Intelligence
Morphological Erosions and Openings: Fast Algorithms Based on Anchors
Journal of Mathematical Imaging and Vision
Multiscale Connected Operators
Journal of Mathematical Imaging and Vision
Shape representation based on mathematical morphology
Pattern Recognition Letters
Data Mining and Knowledge Discovery
Multi-scale morphological modeling of a class of structural texture
Machine Graphics & Vision International Journal
Granulometries and pattern spectra for radar signals
Signal Processing
IEEE Transactions on Pattern Analysis and Machine Intelligence
Attribute-space connectivity and connected filters
Image and Vision Computing
Improving the accuracy of isotropic granulometries
Pattern Recognition Letters
Size-density spectra and their application to image classification
Pattern Recognition
Image analysis of soil micromorphology: feature extraction, segmentation, and quality inference
EURASIP Journal on Applied Signal Processing
Granulometric analyses of basin-wise DEMs: a comparative study
International Journal of Remote Sensing
Multispectral image segmentation by a multichannel watershed-based approach
International Journal of Remote Sensing
Global Image Feature Extraction Using Slope Pattern Spectra
ICIAR '08 Proceedings of the 5th international conference on Image Analysis and Recognition
Morphological multiscale decomposition of connected regions with emphasis on cell clusters
Computer Vision and Image Understanding
Local Scale Measure for Remote Sensing Images
SSVM '09 Proceedings of the Second International Conference on Scale Space and Variational Methods in Computer Vision
A Comparison of Spatial Pattern Spectra
ISMM '09 Proceedings of the 9th International Symposium on Mathematical Morphology and Its Application to Signal and Image Processing
Hierarchical Shape Decomposition via Level Sets
ISMM '09 Proceedings of the 9th International Symposium on Mathematical Morphology and Its Application to Signal and Image Processing
Parasite detection and identification for automated thin blood film malaria diagnosis
Computer Vision and Image Understanding
Cyclic mathematical morphology in polar-logarithmic representation
IEEE Transactions on Image Processing
Journal of Visual Communication and Image Representation
Color text image binarization based on binary texture analysis
Pattern Recognition Letters
Color text image binarization based on binary texture analysis
Pattern Recognition Letters
Morphological texture analysis using optimization of structuring elements
Proceedings of the 11th international conference on Theoretical foundations of computer vision
SCIA'03 Proceedings of the 13th Scandinavian conference on Image analysis
Modification of spatial distribution in primitive and point configuration texture model
SCIA'03 Proceedings of the 13th Scandinavian conference on Image analysis
Shape-based Invariant Texture Indexing
International Journal of Computer Vision
Modeling the pattern spectrum as a Markov process and its use for efficient shape classification
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Partition-induced connections and operators for pattern analysis
Pattern Recognition
Morphological systems for character image processing and recognition
ICASSP'93 Proceedings of the 1993 IEEE international conference on Acoustics, speech, and signal processing: image and multidimensional signal processing - Volume V
Adaptive multi-scale segmentation of surface data using unsupervised learning of seed positions
Engineering Applications of Artificial Intelligence
Computationally efficient, one-pass algorithm for morphological filters
Journal of Visual Communication and Image Representation
IWCIA'11 Proceedings of the 14th international conference on Combinatorial image analysis
IbPRIA'11 Proceedings of the 5th Iberian conference on Pattern recognition and image analysis
Pattern spectra from partition pyramids and hierarchies
ISMM'11 Proceedings of the 10th international conference on Mathematical morphology and its applications to image and signal processing
Self-dual attribute profiles for the analysis of remote sensing images
ISMM'11 Proceedings of the 10th international conference on Mathematical morphology and its applications to image and signal processing
Multi scale Harris corner detector based on Differential Morphological Decomposition
Pattern Recognition Letters
Robust analysis of silhouettes by morphological size distributions
ACIVS'06 Proceedings of the 8th international conference on Advanced Concepts For Intelligent Vision Systems
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
Majority ordering and the morphological pattern spectrum
ACIVS'05 Proceedings of the 7th international conference on Advanced Concepts for Intelligent Vision Systems
ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part II
Fast granular analysis based on watershed in microscopic mineral images
FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part II
Object shape extraction based on the piecewise linear skeletal representation
ICIAR'05 Proceedings of the Second international conference on Image Analysis and Recognition
Segmentation of the liver using the deformable contour method on CT images
PCM'05 Proceedings of the 6th Pacific-Rim conference on Advances in Multimedia Information Processing - Volume Part I
Surrogate measures of thickness in the regime of limited image resolution: part 2: granulometry
ICAISC'12 Proceedings of the 11th international conference on Artificial Intelligence and Soft Computing - Volume Part II
Fundamenta Morphologicae Mathematicae
Fundamenta Informaticae
Granulometries and Opening Trees
Fundamenta Informaticae
Comparative study of moment based parameterization for morphological texture description
Journal of Visual Communication and Image Representation
Efficient Geodesic Attribute Thinnings Based on the Barycentric Diameter
Journal of Mathematical Imaging and Vision
Adaptive Shape Diagrams for Multiscale Morphometrical Image Analysis
Journal of Mathematical Imaging and Vision
Hi-index | 0.15 |
The results of a study on multiscale shape description, smoothing and representation are reported. Multiscale nonlinear smoothing filters are first developed, using morphological opening and closings. G. Matheron (1975) used openings and closings to obtain probabilistic size distributions of Euclidean-space sets (continuous binary images). These distributions are used to develop a concept of pattern spectrum (a shape-size descriptor). A pattern spectrum is introduced for continuous graytone images and arbitrary multilevel signals, as well as for discrete images, by developing a discrete-size family of patterns. Large jumps in the pattern spectrum at a certain scale indicate the existence of major (protruding or intruding) substructures of the signal at the scale. An entropy-like shape-size complexity measure is also developed based on the pattern spectrum. For shape representation, a reduced morphological skeleton transform is introduced for discrete binary and graytone images. This transform is a sequence of skeleton components (sparse images) which represent the original shape at various scales. It is shown that the partially reconstructed images from the inverse transform on subsequences of skeleton components are the openings of the image at a scale determined by the number of eliminated components; in addition, two-way correspondences are established among the degree of shape smoothing via multiscale openings or closings, the pattern spectrum zero values, and the elimination or nonexistence of skeleton components at certain scales.