Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation.
Golnaz GhiasiYin CuiAravind SrinivasRui QianTsung-Yi LinEkin D. CubukQuoc V. LeBarret ZophPublished in: CoRR (2020)
Keyphrases
- synthetic data
- input data
- test data
- segmentation method
- data sets
- statistical methods
- ground truth data
- noisy data
- data structure
- fully automatic
- segmentation algorithm
- prior knowledge
- objective function
- training data
- volumetric data
- prior information
- image data
- training samples
- missing data
- multiple objects
- clustering method
- database
- pairwise
- data analysis
- medical images
- missing values
- test images
- data points
- training set
- automatic segmentation
- preprocessing
- similarity measure
- segmentation errors
- quantitative measurements