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Local Features and Kernels for Classification of Texture and Object Categories: A Comprehensive Study

International Journal of Computer Vision · 2006 · Vol. 73(2) · pp. 213–238
Jianguo ZhangM. MarszałekSvetlana LazebnikC. Schmid
Advanced Image and Video Retrieval TechniquesImage Retrieval and Classification TechniquesMedical Image Segmentation TechniquesArtificial intelligencePattern recognition (psychology)Pascal (unit)HistogramClutterComputer scienceClassifier (UML)Ground truthSupport vector machineCognitive neuroscience of visual object recognition
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References
Representing and Recognizing the Visual Appearance of Materials using Three-dimensional Textons
International Journal of Computer Vision · 2001 · 1,485 citations
Reflectance and texture of real-world surfaces
ACM Transactions on Graphics · 1999 · 1,318 citations
Pictorial Structures for Object Recognition
International Journal of Computer Vision · 2004 · 2,188 citations
The Representation and Matching of Pictorial Structures
IEEE Transactions on Computers · 1973 · 1,308 citations
<title>QBIC project: querying images by content, using color, texture, and shape</title>
Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 1993 · 1,758 citations
Using spin images for efficient object recognition in cluttered 3D scenes
IEEE Transactions on Pattern Analysis and Machine Intelligence · 1999 · 2,619 citations
Feature Detection with Automatic Scale Selection
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