In defense of Nearest-Neighbor based image classification.
Oren BoimanEli ShechtmanMichal IraniPublished in: CVPR (2008)
Keyphrases
- nearest neighbor
- image classification
- k nearest neighbor
- knn
- feature extraction
- visual features
- bag of words
- distance function
- data points
- training set
- nearest neighbor search
- visual words
- high dimensional
- image features
- intrusion detection
- network security
- image representation
- nearest neighbor algorithm
- sparse representation
- index structure
- computer virus
- high dimensional data
- multi label
- neural network
- codebook generation
- reverse nearest neighbor
- sparse coding
- object recognition
- bag of features
- decision trees
- nearest neighbor classifier
- nearest neighbor queries
- information systems
- machine learning