Побудова семантичної моделі зображення з використанням машинного навчання на базі згорткових нейронних мереж Developing a Semantic Image Model Using Machine Learning Based on Convolutional Neural Networks.
Philip AndonAndrii HlybovetsVolodymir KuryliakPublished in: UkrPROG (2020)
Keyphrases
- machine learning
- high level
- statistical model
- image analysis
- probabilistic model
- image classification
- image segmentation
- multiscale
- reconstruction method
- probability distribution
- image features
- edge detection
- image data
- single image
- bit rate
- image content
- bayesian framework
- input image
- decision trees
- semantic description
- similarity measure
- semantic space
- image set
- spatial information
- semantic models
- energy function
- semantic web
- super resolution
- image quality
- high resolution
- multiresolution
- natural language
- image processing
- learning algorithm