Locally optimal detection of adversarial inputs to image classifiers.
Pierre MoulinAmish GoelPublished in: ICME Workshops (2017)
Keyphrases
- locally optimal
- input image
- multiscale
- image content
- image features
- region of interest
- image data
- object detectors
- single image
- globally optimal
- edge detection
- object detection
- image collections
- image segmentation
- image classification
- image analysis
- image retrieval
- partial occlusion
- image representation
- low level
- detection algorithm
- template matching
- image regions
- bounding box
- segmentation algorithm
- road signs
- adaboost classifier
- keypoints
- training examples
- training data
- test images
- detection method
- input data
- higher order
- high resolution
- training set
- similarity measure
- feature extraction