Bag of Visual Words (BoVW) with Deep Features - Patch Classification Model for Limited Dataset of Breast Tumours.
Suvidha TripathiSatish Kumar SinghHwee Kuan LeePublished in: CoRR (2022)
Keyphrases
- bag of visual words
- visual words
- image representation
- image descriptors
- image classification
- scene classification
- feature set
- visual vocabulary
- mid level
- image features
- visual dictionary
- action recognition
- co occurrence
- text retrieval
- feature space
- object retrieval
- sift descriptors
- scale invariant feature transform
- bag of words
- visual content
- bag of features
- fisher kernel
- spatial information
- probabilistic latent semantic analysis
- keypoints
- spatial relationships
- visual similarity
- low level
- feature extraction
- invariant features
- feature vectors
- object recognition
- soft assignment
- image retrieval
- discriminative features
- texture features
- visual features
- image patches
- visual information
- feature detection
- image content
- image matching
- feature descriptors
- natural scenes