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Operasi Morfologi Imej×Pengesanan Tepi Canny×
BidangPenglihatan KomputerPenglihatan Komputer
KeluargaMachine learningMachine learning
Tahun asal19821986
PengasasJean SerraJohn Canny
JenisSet theory and topological image processingImage gradient analysis
Sumber perintisSerra, 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 ↗
AliasMathematical morphology, Morphological filteringCanny operator, Canny edge detector
Berkaitan55
RingkasanMorphological 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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ScholarGateBandingkan kaedah: Image Morphology Operations · Canny Edge Detection. Dicapai 2026-06-18 daripada https://scholargate.app/ms/compare