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Morfologické operace s obrazy×Detekce blobů×
OborPočítačové viděníPočítačové vidění
RodinaMachine learningMachine learning
Rok vzniku19821998
TvůrceJean SerraTony Lindeberg
TypSet theory and topological image processingMulti-scale feature detection
Původní zdrojSerra, J. (1982). Image Analysis and Mathematical Morphology. Academic Press. link ↗Lindeberg, T. (1998). Feature detection with automatic scale selection. International Journal of Computer Vision, 30(2), 79–116. DOI ↗
Další názvyMathematical morphology, Morphological filteringConnected component analysis, Region-based detection
Příbuzné55
ShrnutíMorphological image processing, introduced by Jean Serra in 1982, is a technique based on set theory that reshapes and analyzes image regions using geometric structuring elements. Core operations include erosion and dilation, which can be combined into more complex operations like opening and closing, enabling noise removal, edge detection, and object analysis.Blob detection is a technique for identifying regions of interest (blobs)—connected, homogeneous areas that differ from their surroundings—at multiple scales. Introduced by Lindeberg in the context of scale-space theory, blob detection automatically finds and characterizes circular or elliptical objects without requiring a priori knowledge of their size.
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ScholarGatePorovnat metody: Image Morphology Operations · Blob Detection. Získáno 2026-06-17 z https://scholargate.app/cs/compare