HSI-DETR: A DETR-based Transfer Learning from RGB to Hyperspectral Images for Object Detection of Live and Dead Cells: To achieve better results, convert models with the fewest changes from RGB to HSI.
Songxin YeNanying LiJiaqi XueYaqian LongSen JiaPublished in: ICCPR (2022)
Keyphrases
- hyperspectral images
- transfer learning
- hyperspectral imagery
- colour space
- hyperspectral
- target detection
- object detection
- remote sensing
- hyperspectral data
- color images
- color space
- knowledge transfer
- active learning
- multispectral images
- collaborative filtering
- cross domain
- infrared
- multispectral
- data mining
- transfer knowledge
- knowledge discovery
- neural network
- previously learned
- learning algorithm
- computer vision
- image segmentation
- pattern recognition
- data streams
- prior knowledge
- machine learning algorithms
- remote sensing images
- image data
- spatial resolution
- information extraction
- multi class
- labeled data
- semi supervised learning