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- Blob_detection abstract "In computer vision, blob detection methods are aimed at detecting regions in a digital image that differ in properties, such as brightness or color, compared to surrounding regions. Informally, a blob is a region of an image in which some properties are constant or approximately constant; all the points in a blob can be considered in some sense to be similar to each other.Given some property of interest expressed as a function of position on the image, there are two main classes of blob detectors: (i) differential methods, which are based on derivatives of the function with respect to position, and (ii) methods based on local extrema, which are based on finding the local maxima and minima of the function. With the more recent terminology used in the field, these detectors can also be referred to as interest point operators, or alternatively interest region operators (see also interest point detection and corner detection).There are several motivations for studying and developing blob detectors. One main reason is to provide complementary information about regions, which is not obtained from edge detectors or corner detectors. In early work in the area, blob detection was used to obtain regions of interest for further processing. These regions could signal the presence of objects or parts of objects in the image domain with application to object recognition and/or object tracking. In other domains, such as histogram analysis, blob descriptors can also be used for peak detection with application to segmentation. Another common use of blob descriptors is as main primitives for texture analysis and texture recognition. In more recent work, blob descriptors have found increasingly popular use as interest points for wide baseline stereo matching and to signal the presence of informative image features for appearance-based object recognition based on local image statistics. There is also the related notion of ridge detection to signal the presence of elongated objects.".
- Blob_detection wikiPageExternalLink matas-bmvc02.pdf.
- Blob_detection wikiPageExternalLink opensurf.html.
- Blob_detection wikiPageExternalLink papers.html.
- Blob_detection wikiPageExternalLink lowe04distinctive.html.
- Blob_detection wikiPageExternalLink cvap198.html.
- Blob_detection wikiPageExternalLink cvap201.html.
- Blob_detection wikiPageExternalLink LG94-ECCV.html.
- Blob_detection wikiPageExternalLink Lin08-EncCompSci.html.
- Blob_detection wikiPageExternalLink Lin92-IJCV.html.
- Blob_detection wikiPageExternalLink book.html.
- Blob_detection wikiPageExternalLink mikolajczyk_ijcv2004.pdf.
- Blob_detection wikiPageID "6840205".
- Blob_detection wikiPageLength "23536".
- Blob_detection wikiPageOutDegree "52".
- Blob_detection wikiPageRevisionID "707506148".
- Blob_detection wikiPageWikiLink 3D_projection.
- Blob_detection wikiPageWikiLink Affine_shape_adaptation.
- Blob_detection wikiPageWikiLink Category:Feature_detection_(computer_vision).
- Blob_detection wikiPageWikiLink Computer_stereo_vision.
- Blob_detection wikiPageWikiLink Computer_vision.
- Blob_detection wikiPageWikiLink Connected-component_labeling.
- Blob_detection wikiPageWikiLink Convolution.
- Blob_detection wikiPageWikiLink Corner_detection.
- Blob_detection wikiPageWikiLink Difference_of_Gaussians.
- Blob_detection wikiPageWikiLink Differential_calculus.
- Blob_detection wikiPageWikiLink Diffusion_equation.
- Blob_detection wikiPageWikiLink Digital_image.
- Blob_detection wikiPageWikiLink Edge_detection.
- Blob_detection wikiPageWikiLink Feature_detection_(computer_vision).
- Blob_detection wikiPageWikiLink Gaussian_filter.
- Blob_detection wikiPageWikiLink Haar_wavelet.
- Blob_detection wikiPageWikiLink Harris_affine_region_detector.
- Blob_detection wikiPageWikiLink Hessian_affine_region_detector.
- Blob_detection wikiPageWikiLink Hessian_matrix.
- Blob_detection wikiPageWikiLink Image_histogram.
- Blob_detection wikiPageWikiLink Image_registration.
- Blob_detection wikiPageWikiLink Image_segmentation.
- Blob_detection wikiPageWikiLink Interest_point_detection.
- Blob_detection wikiPageWikiLink Laplace_operator.
- Blob_detection wikiPageWikiLink Maxima_and_minima.
- Blob_detection wikiPageWikiLink Monge–Ampère_equation.
- Blob_detection wikiPageWikiLink Outline_of_object_recognition.
- Blob_detection wikiPageWikiLink Principal_curvature-based_region_detector.
- Blob_detection wikiPageWikiLink Ridge_detection.
- Blob_detection wikiPageWikiLink Scale-invariant_feature_transform.
- Blob_detection wikiPageWikiLink Scale_space.
- Blob_detection wikiPageWikiLink Speeded_up_robust_features.
- Blob_detection wikiPageWikiLink Video_tracking.
- Blob_detection wikiPageWikiLink Wikt:texture.
- Blob_detection wikiPageWikiLinkText "Blob detection".
- Blob_detection wikiPageWikiLinkText "Blob detection#The Laplacian of Gaussian".
- Blob_detection wikiPageWikiLinkText "Blob".
- Blob_detection wikiPageWikiLinkText "Blob_detection#The_determinant_of_the_Hessian".
- Blob_detection wikiPageWikiLinkText "Determinant of Hessian".
- Blob_detection wikiPageWikiLinkText "Grey-level blobs".
- Blob_detection wikiPageWikiLinkText "Laplacian of Gaussian".
- Blob_detection wikiPageWikiLinkText "blob detection".
- Blob_detection wikiPageWikiLinkText "blob detector".
- Blob_detection wikiPageWikiLinkText "blob detectors".
- Blob_detection wikiPageWikiLinkText "blob tracking".
- Blob_detection wikiPageWikiLinkText "blob".
- Blob_detection wikiPageWikiLinkText "blobs".
- Blob_detection wikiPageWikiLinkText "determinant of Hessian".
- Blob_detection wikiPageWikiLinkText "difference of Gaussians approach".
- Blob_detection wikiPageWikiLinkText "differential blob detectors".
- Blob_detection wikiPageWikiLinkText "the determinant of Hessian (DoH) blob detector".
- Blob_detection wikiPageWikiLinkText "the determinant of the Hessian matrix".
- Blob_detection wikiPageUsesTemplate Template:Cite_book.
- Blob_detection wikiPageUsesTemplate Template:Cite_conference.
- Blob_detection wikiPageUsesTemplate Template:Cite_journal.
- Blob_detection wikiPageUsesTemplate Template:FeatureDetectionCompVisNavbox.
- Blob_detection wikiPageUsesTemplate Template:Main.
- Blob_detection wikiPageUsesTemplate Template:Reflist.
- Blob_detection wikiPageUsesTemplate Template:Technical.
- Blob_detection subject Category:Feature_detection_(computer_vision).
- Blob_detection type Algorithm.
- Blob_detection type Field.
- Blob_detection type Redirect.
- Blob_detection comment "In computer vision, blob detection methods are aimed at detecting regions in a digital image that differ in properties, such as brightness or color, compared to surrounding regions.".
- Blob_detection label "Blob detection".
- Blob_detection sameAs Q1026711.
- Blob_detection sameAs Reconocimiento_de_regiones.
- Blob_detection sameAs شناسایی_لکه.
- Blob_detection sameAs Riconoscimento_di_regioni.
- Blob_detection sameAs m.0gs011.
- Blob_detection sameAs Q1026711.
- Blob_detection wasDerivedFrom Blob_detection?oldid=707506148.
- Blob_detection isPrimaryTopicOf Blob_detection.