Detection as Regression: Certified Object Detection with Median Smoothing.
Ping-Yeh ChiangMichael J. CurryAhmed AbdelkaderAounon KumarJohn DickersonTom GoldsteinPublished in: NeurIPS (2020)
Keyphrases
- object detection
- face detection
- human detection
- object detection and pose estimation
- nonparametric regression
- object class
- object categories
- scene understanding
- object classification
- computer vision
- detection accuracy
- object recognition
- pedestrian detection
- object detection in images
- object detectors
- regression model
- deformable part models
- detection rate
- detection algorithm
- machine learning
- object detection and segmentation
- false alarms
- support vector regression
- object segmentation
- linear regression
- least squares
- multi class object detection
- image processing
- regression analysis
- smoothing algorithm
- regression method
- decision trees
- face recognition
- median filter
- support vector
- pairwise
- background subtraction
- model selection