Simple Image-level Classification Improves Open-vocabulary Object Detection.
Ruohuan FangGuansong PangXiao BaiPublished in: CoRR (2023)
Keyphrases
- image classification
- object detection
- single image
- input image
- image data
- image content
- object classification
- image features
- image representation
- image analysis
- pixel level
- image feature extraction
- scene understanding
- pattern recognition
- low level
- feature extraction
- class specific
- multiscale
- extracted features
- image regions
- region of interest
- segmentation method
- support vector machine
- classification accuracy
- decision trees
- object categories
- object class
- scene classification
- image segmentation
- segmentation algorithm
- supervised learning
- training set
- feature space
- support vector
- similarity measure
- keypoints
- natural images
- image collections
- edge detection
- bounding box
- denoising
- high resolution
- feature vectors
- confidence scores
- thematic mapper