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Morfologické operace s obrazy×Cannyho detekce hran×
OborPočítačové viděníPočítačové vidění
RodinaMachine learningMachine learning
Rok vzniku19821986
TvůrceJean SerraJohn Canny
TypSet theory and topological image processingImage gradient analysis
Původní zdrojSerra, J. (1982). Image Analysis and Mathematical Morphology. Academic Press. link ↗Canny, J. (1986). A computational approach to edge detection. IEEE Transactions on Pattern Analysis and Machine Intelligence, 8(6), 679–698. DOI ↗
Další názvyMathematical morphology, Morphological filteringCanny operator, Canny edge detector
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.The Canny edge detector, introduced by John Canny in 1986, is a multi-stage algorithm for identifying edges in digital images where significant intensity changes occur. Canny's method is optimal for step edges in additive Gaussian noise and remains the gold standard for edge detection in computer vision due to its mathematical elegance and practical effectiveness.
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ScholarGatePorovnat metody: Image Morphology Operations · Canny Edge Detection. Získáno 2026-06-18 z https://scholargate.app/cs/compare