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» A comparative study of two object recognition methods
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CVPR
2006
IEEE
16 years 6 months ago
SVM-KNN: Discriminative Nearest Neighbor Classification for Visual Category Recognition
We consider visual category recognition in the framework of measuring similarities, or equivalently perceptual distances, to prototype examples of categories. This approach is qui...
Alexander C. Berg, Hao Zhang 0003, Jitendra Malik,...
SAC
2010
ACM
15 years 11 months ago
Design pattern implementation in object teams
Implementing the 23 Gang-of-Four design patterns in the aspectoriented programming language Object Teams/Java (OT/J) yields modularity and reusability results roughly comparable t...
João L. Gomes, Miguel P. Monteiro
ICPR
2002
IEEE
16 years 5 months ago
Prototype Selection for Finding Efficient Representations of Dissimilarity Data
The nearest neighbor (NN) rule is a simple and intuitive method for solving classification problems. Originally, it uses distances to the complete training set. It performs well, ...
Elzbieta Pekalska, Robert P. W. Duin
ICMCS
2006
IEEE
186views Multimedia» more  ICMCS 2006»
15 years 10 months ago
GPU Accelerated Inverse Photon Mapping for Real-Time Surface Reflectance Modeling
This paper investigates the problem of object surface reflectance modeling, which is sometimes referred to as inverse reflectometry, for photorealistic rendering and effective m...
Takashi Machida, Naokazu Yokoya, Haruo Takemura
CVPR
2007
IEEE
16 years 6 months ago
Recognizing Groceries in situ Using in vitro Training Data
The problem of using pictures of objects captured under ideal imaging conditions (here referred to as in vitro) to recognize objects in natural environments (in situ) is an emergi...
Michele Merler, Carolina Galleguillos, Serge Belon...