کلمات کلیدی مربوط به کتاب مورفولوژی ریاضی و کاربرد آن در پردازش سیگنال و تصویر: علوم و مهندسی کامپیوتر، پردازش داده های رسانه ای، پردازش تصویر
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Издательство Springer, 2011, -497 pp.
This LNCS volume on Mathematical
Morphology and Its Applications to Image and Signal Processing
contains the full papers accepted for presentation at the 10th
International Symposium on Mathematical Morphology (ISMM 2011),
held in Intra, Italy, 6th–8th of July, 2011. ISMM is a biannual
event bringing together researchers, students, and
practitioners of Mathematical Morphology to present and discuss
advances on topics ranging from new theoretical developments to
novel applications, solving complex image analysis problems.
ISMM was established as the main scientific event in the field
and this anniversary edition marked the tenth successful
organisation in the series that was initiated in 1993 in
Barcelona.
The call for papers was answered with 49 submissions. Each
submitted paper was peer-reviewed by three referees selected
from the Programme Committee. Based on their reviews, a total
of 39 papers were accepted for publication in this volume, 27
of which were selected for oral, and 12 for poster
presentation. The final programme of ISMM 2011 was divided into
nine thematic areas: theory, lattices and order, connectivity,
image analysis, processing and segmentation, adaptive
morphology, algorithms, remote sensing, visualisation, and
applications.
The topic of special attention for ISMM 2011 was the adaptation
of morphological methods for the analysis of geo-spatial data.
It shaped the separate section on remote sensing consisting of
five contributions, further backed by four papers on the topics
of connectivity and algorithms. The symposium programme was
enriched by the following three keynote lectures:
– Applications of Discrete Calculus in Computational Science by
Leo Grady (Siemens Corporate Research);
– Morphological Profiles in Classification of Remote Sensing
Imagery by J´on Atli Benediktsson (University of
Iceland);
– Mathematical Morphology in Computer Graphics, Scientific
Visualization and Visual Exploration by Jos B.T.M. Roerdink
(University of Groningen).
ISMM 2011 was organised by the Institute for the Protection and
Security of the Citizen (IPSC), of the European Commission’s
Joint Research Centre in Ispra, Italy. The success of the event
is attributed to the joint effort of many individuals. In
particular, we wish to thank all the authors who accepted our
invitation, the members of the Programme Committee for
delivering thorough reviews of the submitted manuscripts, the
invited speakers for offering three high-quality lectures, and
the Session Chairs for running the symposium smoothly. We wish
to acknowledge the IPSC (JRC) for supporting this event, and
the hotel Il Chiostro, Intra, for facilitating the symposium
and taking care of the organisation of the social event.
Special thanks go to Ana-Maria Duta (IPSC) for assisting in
organisational issues. All submitted material was managed by
the online EasyChair conference management system.
Theory.
Sparse Mathematical Morphology Using Non-negative Matrix
Factorization.
Fuzzy Bipolar Mathematical Morphology: A General Algebraic
Setting.
Image Decompositions and Transformations as Peaks and
Wells.
Lattices and Order.
Grain Building Ordering.
Orders on Partial Partitions and Maximal Partitioning of
Sets.
Connective Segmentation Generalized to Arbitrary Complete
Lattices.
Connectivity.
Hyperconnections and Openings on Complete Lattices.
Toward a New Axiomatic for Hyper-Connections.
Preventing Chaining through Transitions While Favouring It
within Homogeneous Regions.
Pattern Spectra from Partition Pyramids and Hierarchies.
Frequent and Dependent Connectivities.
Image Analysis, Processing, and
Segmentation.
Stochastic Multiscale Segmentation Constrained by Image
Content.
Pattern Recognition Using Morphological Class Distribution
Functions and Classification Trees.
Object Descriptors Based on a List of Rectangles: Method and
Algorithm.
Ultimate Opening and Gradual Transitions.
Spatio-temporal Quasi-Flat Zones for Morphological Video
Segmentation.
Primitive and Grain Estimation Using Flexible Magnification for
a Morphological Texture Model.
Geodesic Attributes Thinnings and Thickenings.
Adaptive Morphology.
Morphological Bilateral Filtering and Spatially-Variant
Adaptive Structuring Functions.
General Adaptive Neighborhood Viscous Mathematical
Morphology.
Spatially-Variant Structuring Elements Inspired by the
Neurogeometry of the Visual Cortex.
Algorithms.
Towards a Parallel Topological Watershed: First Results.
Advances on Watershed Processing on GPU Architecture.
Incremental Algorithm for Hierarchical Minimum Spanning Forests
and Saliency of Watershed Cuts.
Component-Hypertrees for Image Segmentation.
Fast Streaming Algorithm for 1-D Morphological Opening and
Closing on 2-D Support.
Remote Sensing.
Hierarchical Analysis of Remote Sensing Data: Morphological
Attribute Profiles and Binary Partition Trees.
Self-dual Attribute Profiles for the Analysis of Remote Sensing
Images.
Concurrent Computation of Differential Morphological Profiles
on Giga-Pixel Images.
Hierarchical Segmentation of Multiresolution Remote Sensing
Images.
Mathematical Morphology for Vector Images Using Statistical
Depth.
Visualisation.
Mathematical Morphology in Computer Graphics, Scientific
Visualization and Visual Exploration.
Surface Reconstruction Using Power Watershed.
Voxel-Based Assessment of Printability of 3D Shapes.
A Comparison of Two Tree Representations for Data-Driven
Volumetric Image Filtering.
Applications.
Optimal Path: Theory and Models for Vessel Segmentation.
Cytology Imaging Segmentation Using the Locally Constrained
Watershed Transform.
Stochastic Modeling of a Glass Fiber Reinforced Polymer.
Segmentation of Cracks in Shale Rock.
Size and Spatial Distributions Characterization of Graphite
Nodules Based on Connectivity by Dilations.
Topic Segmentation: Application of Mathematical Morphology to
Textual Data.