Simple Image-Level Classification Improves Open-Vocabulary Object Detection.
Ruohuan FangGuansong PangXiao BaiPublished in: AAAI (2024)
Keyphrases
- image classification
- object detection
- input image
- image data
- image features
- scene understanding
- object classification
- class specific
- image segmentation
- pattern recognition
- pixel level
- image retrieval
- image analysis
- decision trees
- image feature extraction
- support vector machine
- low level
- multiscale
- feature vectors
- test images
- image content
- hyperspectral images
- segmentation method
- text classification
- preprocessing stage
- classification accuracy
- scene classification
- textural features
- support vector
- object recognition
- feature representation
- image collections
- multi class
- keypoints
- single image
- object class
- extracted features
- spatial information
- image regions
- image representation
- feature set
- confidence scores
- feature selection