Combinatorial enlargement of ground-truth datasets and efficient evaluation of segmentation algorithms.
Akhil R. ShahSiddhartha R. DalalPublished in: VIGTA@AVI (2012)
Keyphrases
- ground truth
- ground truth data
- image segmentation algorithms
- computationally expensive
- benchmark datasets
- computationally efficient
- efficient implementation
- quantitative evaluation
- real and synthetic datasets
- synthetic and real datasets
- computationally intensive
- uci machine learning repository
- learning algorithm
- gold standard
- segmented images
- region growing
- segmentation algorithm
- database
- data mining algorithms
- level set
- image segmentation
- pruning strategy
- medical imaging
- distance based outlier detection
- segmentation accuracy
- machine learning algorithms
- worst case
- evolutionary algorithm
- computational complexity
- data structure
- multiscale
- data sets