MultiCut-MultiMix: a two-level data augmentation method for detecting small and densely distributed objects in large-size images.
Zhimeng XinTongwei LuYuzhou LiXinge YouPublished in: Vis. Comput. (2024)
Keyphrases
- input data
- synthetic data
- image data
- intensity images
- small number
- test images
- segmentation method
- similarity measure
- hierarchical data structure
- synthetic and real images
- data sets
- user input
- geometric constraints
- target object
- multiple objects
- image set
- data sources
- geometrical features
- training data
- missing data
- segmentation algorithm
- aspect ratio
- real world objects
- image database
- region of interest
- data points
- tensor field
- image matching
- data objects
- image regions
- edge detection
- three dimensional
- object segmentation
- geometric information
- image classification
- image features
- individual objects
- training set
- captured images