Detection as Regression: Certified Object Detection by Median Smoothing.
Ping-Yeh ChiangMichael J. CurryAhmed AbdelkaderAounon KumarJohn P. DickersonTom GoldsteinPublished in: CoRR (2020)
Keyphrases
- object detection
- computer vision
- face detection
- nonparametric regression
- object categories
- scene understanding
- object recognition
- multi class
- object detection in images
- object class
- regression model
- object detection and pose estimation
- object detectors
- detection method
- background subtraction
- median filter
- human detection
- model selection
- automatic detection
- object classification
- scene recognition
- detection accuracy
- machine learning
- decision trees
- multiscale
- anomaly detection
- regression analysis
- detection algorithm
- linear regression
- detection rate