The Unmet Promise of Synthetic Training Images: Using Retrieved Real Images Performs Better.
Scott GengCheng-Yu HsiehVivek RamanujanMatthew WallingfordChun-Liang LiPang Wei KohRanjay KrishnaPublished in: CoRR (2024)
Keyphrases
- image data
- image analysis
- object recognition
- rigid body
- image features
- input image
- multiple images
- image understanding
- ground truth
- real world
- image database
- image registration
- original images
- image retrieval
- test images
- human subjects
- image set
- real objects
- image processing algorithms
- image classification
- three dimensional
- pixel values
- image regions
- image collections
- image matching
- segmentation method
- feature points
- image annotation
- image structure
- spatial information
- image pixels
- aerial images
- computer graphics
- optical flow
- search engine