Concepedia

A Bayesian approach for object classification based on clusters of SIFT local features

Leonardo Chang, Miriam Monica Duarte, Luis Enrique Sucar, Eduardo F. Morales

Expert Systems with Applications · 2011 · 33 citations · 24 references

Concepts

Image ClassificationImage AnalysisMachine LearningData ScienceData MiningFeature DetectionMachine VisionObject RecognitionPattern RecognitionKnowledge DiscoveryBayesian ApproachObject CategorizationObject ClassificationComputer ScienceSift Local FeaturesEngineeringComputer Vision

References

24

Distinctive Image Features from Scale-Invariant Keypoints

David Lowe · International Journal of Computer Vision · 2004 · 54.6K citations

Machine Vision, Image Analysis, Feature Detection +7

Speeded-Up Robust Features (SURF)

Herbert Bay, Andreas Ess, Tinne Tuytelaars et al. · Computer Vision and Image Understanding · 2008 · 13.2K citations

Machine Vision, Image Analysis, Feature Detection +8

Algorithms for Clustering Data

Warren S. Sarle, Anil K. Jain, Richard C. Dubes · Technometrics · 1990 · 7.8K citations

Document Clustering, Engineering, Data Science +5

A performance evaluation of local descriptors

Krystian Mikolajczyk, C. Schmid · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2005 · 6.7K citations · Full text

Engineering, Feature Detection, Image Retrieval +17

Hierarchical Clustering Schemes

S. C. Johnson · Psychometrika · 1967 · 4.8K citations