Online Learning on Non-Stationary Data Streams for Image Recognition using Deep Embeddings.
Valerie VaquetFabian HinderJonas VaquetJohannes BrinkrolfBarbara HammerPublished in: SSCI (2021)
Keyphrases
- non stationary
- online learning
- data streams
- image data
- concept drift
- random fields
- image features
- input image
- white noise
- image analysis
- multiscale
- sliding window
- image segmentation
- edge detection
- high resolution
- multiresolution
- image retrieval
- temporal evolution
- adaptive algorithms
- image quality
- pixel values
- autoregressive
- empirical mode decomposition
- change point detection