Using Deep Learning Super-Resolution for Improved Segmentation of SEM Biofilm Images.
Md AshaduzzmanVidya BommanapallyMahadevan SubramaniamParvathi ChundiJawahar KalimuthuSuvarna TalluriRamana GadhamshettyPublished in: BIBM (2022)
Keyphrases
- super resolution
- low resolution images
- high resolution images
- low resolution
- deep learning
- single frame
- high resolution
- higher resolution
- test images
- segmentation algorithm
- segmentation method
- super resolved
- image data
- input image
- three dimensional
- image database
- super resolution algorithm
- single image
- image regions
- image classification
- motion estimation
- image features
- high quality
- computer vision
- image segmentation
- lighting conditions
- multiple images
- super resolution reconstruction
- bounding box
- image retrieval
- graph cuts
- image registration
- data points
- object recognition
- multiscale
- machine learning