Developing and Deploying Machine Learning Pipelines against Real-Time Image Streams from the PACS.
Pradeeban KathiraveluAshish SharmaSaptarshi PurkayasthaPriyanshu SinhaAlexandre Cadrin-ChenevertImon BanerjeeJudy Wawira GichoyaPublished in: CoRR (2020)
Keyphrases
- real time
- machine learning
- image data
- image analysis
- input image
- low level
- image features
- learning algorithm
- image content
- template matching
- image segmentation
- image pixels
- image classification
- high fidelity
- segmentation method
- single image
- image representation
- edge detection
- multiscale
- pixel values
- feature points
- high resolution
- image retrieval
- image collections
- digital imaging
- lighting conditions
- machine learning methods
- hough transform
- test images
- region of interest
- keypoints
- machine learning algorithms
- text classification
- image quality
- information extraction
- data streams
- decision trees