Data Augmentation Algorithm Based on Local Dynamic Transformation.
Huilong ZhuJing ZhangLi HuChenghao LiMaomao ShanQiyu DuanPublished in: AIIPCC (2022)
Keyphrases
- data sets
- input data
- noisy data
- significant improvement
- optimal solution
- learning algorithm
- optimization algorithm
- database
- synthetic data
- original data
- prior information
- information loss
- data reduction
- computational complexity
- data analysis
- preprocessing
- missing data
- data collection
- computational cost
- incomplete data
- synthetic datasets
- data mining techniques
- dynamic programming
- k means
- experimental evaluation
- expectation maximization
- segmentation algorithm
- data quality
- detection algorithm
- clustering method
- search space
- similarity measure
- spectral clustering
- data structure
- recognition algorithm
- lower bound
- image sequences
- image segmentation
- neural network
- single scan
- convergence rate
- high quality
- high accuracy
- matching algorithm
- prior knowledge
- data points