Does Keypoint Estimation Benefit Object Detection? An Empirical Study of One-stage and Two-stage Detectors.
Yang YangAkshay AsthanaLiang ZhengPublished in: FG (2021)
Keyphrases
- object detection
- object class
- computer vision
- multi class
- face detection
- object categories
- object recognition
- estimation accuracy
- pedestrian detection
- object classification
- keypoints
- scene understanding
- estimation algorithm
- parameter estimation
- probabilistic model
- image patches
- data sets
- estimation error
- object detectors
- human detection
- accurate estimation
- deformable part models