DOEPatch: Dynamically Optimized Ensemble Model for Adversarial Patches Generation

no code implementations • 28 Dec 2023 • Wenyi Tan, Yang Li, Chenxing Zhao, ZhunGa Liu, Quan Pan

While ensemble models have proven effective, current research in the field of object detection typically focuses on the simple fusion of the outputs of all models, with limited attention being given to developing general adversarial patches that can function effectively in the physical world.

Autonomous Driving Object +3

Multi-sensor Suboptimal Fusion Student's $t$ Filter

no code implementations • 23 Apr 2022 • Tiancheng Li, Zheng Hu, ZhunGa Liu, Xiaoxu Wang

A multi-sensor fusion Student's $t$ filter is proposed for time-series recursive estimation in the presence of heavy-tailed process and measurement noises.

Sensor Fusion Time Series +1

Pose Discrepancy Spatial Transformer Based Feature Disentangling for Partial Aspect Angles SAR Target Recognition

no code implementations • 7 Mar 2021 • Zaidao Wen, Jiaxiang Liu, ZhunGa Liu, Quan Pan

This letter presents a novel framework termed DistSTN for the task of synthetic aperture radar (SAR) automatic target recognition (ATR).