Texture- and Shape-based Adversarial Attacks for Vehicle Detection in Synthetic Overhead Imagery

no code implementations • 20 Dec 2024 • Mikael Yeghiazaryan, Sai Abhishek Siddhartha Namburu, Emily Kim, Stanislav Panev, Celso de Melo, Brent Lance, Fernando de la Torre, Jessica K. Hodgins

Detecting vehicles in aerial images can be very challenging due to complex backgrounds, small resolution, shadows, and occlusions.

Road Curb Detection and Localization with Monocular Forward-view Vehicle Camera

no code implementations • 28 Feb 2020 • Stanislav Panev, Francisco Vicente, Fernando de la Torre, Véronique Prinet

Combining 3D geometric reasoning with advanced vision-based detection methods, our approach is able to estimate the vehicle to curb distance in real time with mean accuracy of more than 90%, as well as its orientation, height and depth.

Can WiFi Estimate Person Pose?

1 code implementation • 30 Mar 2019 • Fei Wang, Stanislav Panev, Ziyi Dai, Jinsong Han, Dong Huang

In this paper We try to answer this question by exploring the ability of WiFi on estimating single person pose.

3D Human Pose Estimation General Classification +2

Person-in-WiFi: Fine-grained Person Perception using WiFi

1 code implementation • ICCV 2019 • Fei Wang, Sanping Zhou, Stanislav Panev, Jinsong Han, Dong Huang

Fine-grained person perception such as body segmentation and pose estimation has been achieved with many 2D and 3D sensors such as RGB/depth cameras, radars (e. g., RF-Pose) and LiDARs.

RF-based Pose Estimation