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Detekcija mrlja×Analiza kontura×Izjednačavanje histograma×
PodručjeRačunalni vidRačunalni vidRačunalni vid
ObiteljMachine learningMachine learningMachine learning
Godina nastanka199819851970s
TvoracTony LindebergSatoshi Suzuki and Keiichi AbeSignal processing community
VrstaMulti-scale feature detectionShape and contour analysisContrast enhancement and preprocessing
Temeljni izvorLindeberg, T. (1998). Feature detection with automatic scale selection. International Journal of Computer Vision, 30(2), 79–116. DOI ↗Suzuki, S., & Abe, K. (1985). Topological structural analysis of digitized binary images by border following. Computer Vision, Graphics, and Image Processing, 30(1), 32–46. DOI ↗Gonzalez, R. C., & Woods, R. E. (1992). Digital Image Processing. Addison-Wesley, 2nd edition, Chapter 3. link ↗
Drugi naziviConnected component analysis, Region-based detectionEdge-based contours, Boundary analysisHistogram stretching, Contrast enhancement
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.Contour analysis is the process of detecting and analyzing the boundaries of objects in images by identifying connected edges and extracting shape information. The Suzuki-Abe algorithm provides an efficient method for finding contours in binary images, enabling shape-based object classification and segmentation.Histogram equalization is an image preprocessing technique that redistributes pixel intensities to improve contrast and visibility of details. By spreading the histogram of pixel values evenly across the available range, histogram equalization enhances images with poor contrast, making features more visually distinct and easier to process algorithmically.
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ScholarGateUsporedite metode: Blob Detection · Contour Analysis · Histogram Equalization. Preuzeto 2026-06-18 s https://scholargate.app/hr/compare