Neural Rate Estimator and Unsupervised Learning for Efficient Distributed Image Analytics in Split-DNN models.
Nilesh A. AhujaParual DattaBhavya KanzariyaV. Srinivasa SomayazuluOmesh TickooPublished in: CVPR (2023)
Keyphrases
- unsupervised learning
- single image
- input image
- edge detection
- multiscale
- image data
- image content
- image features
- image retrieval
- random fields
- image processing
- image analysis
- bayesian framework
- neural network
- parametric models
- estimation algorithm
- image segmentation
- segmentation method
- deep architectures
- data mining
- unsupervised image segmentation
- image regions
- image classification
- probabilistic model
- high resolution
- segmentation algorithm
- business intelligence
- model selection
- maximum likelihood
- test images
- region of interest
- distributed systems
- big data
- least squares
- maximum likelihood estimator
- pattern recognition
- computer vision