Ashutosh Mehra

Black-Box Explanation of Object Detectors via Saliency Maps

We propose D-RISE, a method for generating visual explanations for the predictions of object detectors. Utilizing the proposed similarity metric that accounts for both localization and categorization aspects of object detection allows our method to produce saliency maps that show image areas that mo…