Microscopy analysis neural network to solve detection, enumeration and segmentation from image-level annotations.
Anthony BilodeauConstantin V. L. DelmasMartin ParentPaul De KoninckAudrey DurandFlavie Lavoie-CardinalPublished in: Nat. Mach. Intell. (2022)
Keyphrases
- image analysis
- neural network
- segmentation method
- image segmentation
- pixel level
- test images
- high resolution
- segmentation algorithm
- multiscale
- bounding box
- image regions
- image data
- confocal images
- image pixels
- image content
- single image
- energy function
- input image
- edge detection
- segmentation accuracy
- image features
- segmented images
- grey level
- microscopy images
- image classification
- microscope images
- energy functional
- image retrieval
- pixel wise
- computer vision
- adaptive thresholding
- homogeneous regions
- spot detection
- low level
- object segmentation
- region growing
- image collections
- segmented regions
- image enhancement
- object detection
- cell segmentation
- image processing
- texture and shape features