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Pengesanan Tepi Canny×Operasi Morfologi Imej×
BidangPenglihatan KomputerPenglihatan Komputer
KeluargaMachine learningMachine learning
Tahun asal19861982
PengasasJohn CannyJean Serra
JenisImage gradient analysisSet theory and topological image processing
Sumber perintisCanny, J. (1986). A computational approach to edge detection. IEEE Transactions on Pattern Analysis and Machine Intelligence, 8(6), 679–698. DOI ↗Serra, J. (1982). Image Analysis and Mathematical Morphology. Academic Press. link ↗
AliasCanny operator, Canny edge detectorMathematical morphology, Morphological filtering
Berkaitan55
RingkasanThe 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.Morphological 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.
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ScholarGateBandingkan kaedah: Canny Edge Detection · Image Morphology Operations. Dicapai 2026-06-18 daripada https://scholargate.app/ms/compare