Quality considerations for AI training data: case studies on semantic segmentation of EO imagery.
Yinyin PanBoyi ShangguanDayu YuPeng YuePublished in: Agro-Geoinformatics (2022)
Keyphrases
- semantic segmentation
- training data
- street scenes
- superpixels
- conditional random fields
- label transfer
- data sets
- training set
- weakly supervised
- scene classification
- learning algorithm
- decision trees
- image data
- computer vision
- supervised learning
- labeled data
- training examples
- image matching
- object categories
- hidden markov models
- viewpoint
- image retrieval
- object recognition