92 citations · 153 across the 16 of their papers we have counts for
4 papers · 1 filter
WARLearn: Weather-Adaptive Representation Learning
Shubham Agarwal, Raz Birman, Ofer Hadar
This paper introduces WARLearn, a novel framework designed for adaptive representation learning in challenging and adversarial weather conditions. Leveraging the in-variance princi…
Real-Time Weather Image Classification with SVM
Eden Ship, Eitan Spivak, Shubham Agarwal +2
Accurate classification of weather conditions in images is essential for enhancing the performance of object detection and classification models under varying weather conditions. T…
Optimizing traffic signs and lights visibility for the teleoperation of autonomous vehicles through ROI compression
I. Dror, O. Hadar
Autonomous vehicles are a promising solution to traffic congestion, air pollution, accidents, and wasted time and resources. However, remote driver intervention may be necessary fo…
Enhancing Object Detection Robustness: Detecting and Restoring Confidence in the Presence of Adversarial Patch Attacks
Roie Kazoom, Raz Birman, Ofer Hadar
The widespread adoption of computer vision systems has underscored their susceptibility to adversarial attacks, particularly adversarial patch attacks on object detectors. This stu…