Concepedia

GOLD: Gaussians of Local Descriptors for image representation

Giuseppe Serra, Costantino Grana, Marco Manfredi, Rita Cucchiara

Computer Vision and Image Understanding · 2015 · 44 citations · 48 references

Open access

Concepts

ComputingComputer ScienceComputer VisionFeature DescriptionFeature DetectionImage Feature EngineeringObject RecognitionRepresentation LearningDescriptor MatchingImage Feature RepresentationImage RepresentationLocal Feature DescriptorsLocal Feature Detection

References

48

Distinctive Image Features from Scale-Invariant Keypoints

David Lowe · International Journal of Computer Vision · 2004 · 55.3K citations

Computing, Computer Science, Computer Vision +16

Beyond Bags of Features: Spatial Pyramid Matching for Recognizing Natural Scene Categories

Svetlana Lazebnik, C. Schmid, Jean Ponce · 2006 · 8K citations · Full text

Computing, Computer Science, Computer Vision +16

A performance evaluation of local descriptors

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

Computing, Vision Science, Computer Vision +16

Visual categorization with bags of keypoints

G. Csurka · 2004 · 4.2K citations

Computing, Computer Science, Computer Vision +16

Scalable Recognition with a Vocabulary Tree

D. Nistér, Henrik Stewénius · 2006 · 3.6K citations

Computing, Computer Science, Computer Vision +14