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2D object recognition: a comparative analysis of SIFT, SURF and ORB feature descriptors

Monika Bansal, Munish Kumar, Manish Kumar

2021Multimedia Tools and Applications249 citationsDOI

Topics & Concepts

Scale-invariant feature transformComputer scienceArtificial intelligencePattern recognition (psychology)Orb (optics)Feature extractionCognitive neuroscience of visual object recognition3D single-object recognitionFeature (linguistics)Random forestk-nearest neighbors algorithmNaive Bayes classifierDimensionality reductionSupport vector machineImage (mathematics)PhilosophyLinguisticsAdvanced Image and Video Retrieval TechniquesRobotics and Sensor-Based LocalizationAdvanced Neural Network Applications
2D object recognition: a comparative analysis of SIFT, SURF and ORB feature descriptors | Litcius