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Detekcija mrlja (Blob Detection)×Кенијев детектор ивица×Morfološke operacije nad slikama×
OblastRačunarski vidRačunarski vidRačunarski vid
PorodicaMachine learningMachine learningMachine learning
Godina nastanka199819861982
TvoracTony LindebergJohn CannyJean Serra
TipMulti-scale feature detectionImage gradient analysisSet theory and topological image processing
Temeljni izvorLindeberg, T. (1998). Feature detection with automatic scale selection. International Journal of Computer Vision, 30(2), 79–116. DOI ↗Canny, 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 ↗
Drugi naziviConnected component analysis, Region-based detectionCanny operator, Canny edge detectorMathematical morphology, Morphological filtering
Srodne555
SažetakBlob 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.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.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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ScholarGateUporedite metode: Blob Detection · Canny Edge Detection · Image Morphology Operations. Preuzeto 2026-06-18 sa https://scholargate.app/sr/compare