A Survey of Dataset Refinement for Problems in Computer Vision Datasets.
Zhijing WanZhixiang WangCheukTing ChungZheng WangPublished in: ACM Comput. Surv. (2024)
Keyphrases
- problems in computer vision
- synthetic datasets
- training dataset
- computer vision
- benchmark datasets
- pose estimation
- energy minimization
- high dimensional datasets
- energy function
- massive datasets
- uci datasets
- max flow min cut
- class imbalanced data
- weakly labeled
- scene reconstruction
- image dataset
- million images
- database
- photo collections
- microarray datasets
- pascal voc
- convex programs
- standard learning algorithms
- binary variables
- machine learning
- data sets
- artificial and real world datasets