3 papers
cs.CV2026
Unleashing the Representational Power of Fourier Shapes for Attacking Infrared Object Detection
Yixing Yong, Jian Wang, Ming Lei +2
Infrared object detection is crucial for perception in autonomous driving and surveillance but remains vulnerable to physical adversarial attacks. Unlike in the RGB domain, where a…
cs.CV2025
Invisible Triggers, Visible Threats! Road-Style Adversarial Creation Attack for Visual 3D Detection in Autonomous Driving
Jian Wang, Lijun He, Yixing Yong +2
Modern autonomous driving (AD) systems leverage 3D object detection to perceive foreground objects in 3D environments for subsequent prediction and planning. Visual 3D detection ba…
cs.CV2025
Learning Fourier shapes to probe the geometric world of deep neural networks
Jian Wang, Yixing Yong, Haixia Bi +2
While both shape and texture are fundamental to visual recognition, research on deep neural networks (DNNs) has predominantly focused on the latter, leaving their geometric underst…