Global Sum Pooling: A Generalization Trick for Object Counting with Small Datasets of Large Images.
Shubhra AichIan StavnessPublished in: CVPR Workshops (2019)
Keyphrases
- image data
- rigid body
- lighting conditions
- small number
- image database
- deformable objects
- complex scenes
- multiple images
- image features
- individual objects
- input image
- image collections
- visual appearance
- object shape
- image retrieval
- three dimensional
- ground truth
- objects represented
- bounding box
- target object
- image matching
- background clutter
- spatial relationships
- object recognition
- image set
- image analysis
- test images
- spatial information
- image regions
- image classification
- normalized correlation
- acquired images
- image registration
- surface shape
- real objects
- segmentation algorithm
- keypoints
- region of interest
- geometric information
- feature points
- edge detection
- segmentation method
- pixel level
- global shape
- partial occlusion
- image annotation