Classification of endoscopic image and video frames using distance metric-based learning with interpolated latent features.
Fatemeh Sedighipour ChafjiriMohammadReza MohebbianKhan A. WahidPaul S. BabynPublished in: Multim. Tools Appl. (2023)
Keyphrases
- distance metric
- distance metric learning
- video frames
- image features
- image classification
- knn classification
- static images
- feature vectors
- supervised learning
- euclidean distance
- high resolution
- feature extraction
- key frames
- gender classification
- video clips
- image content
- image retrieval
- class specific
- decision trees
- input image
- feature set
- pattern recognition
- learning algorithm
- text classification
- kernel learning
- video sequences
- distance measure
- metric learning
- bounding box
- machine learning
- data sets
- feature selection
- texture features
- distance function
- video data
- k nearest neighbor
- training data
- data points
- pairwise
- feature space