Robotic computing on fpgas: Current progress, research challenges, and opportunities

Z Wan, A Lele, B Yu, S Liu, Y Wang… - 2022 IEEE 4th …, 2022 - ieeexplore.ieee.org
Robotic computing has reached a tipping point, with a myriad of robots (eg, drones, self-
driving cars, logistic robots) being widely applied in diverse scenarios. The continuous …

A survey of fpga-based robotic computing

Z Wan, B Yu, TY Li, J Tang, Y Zhu… - IEEE Circuits and …, 2021 - ieeexplore.ieee.org
Recent researches on robotics have shown significant improvement, spanning from
algorithms, mechanics to hardware architectures. Robotics, including manipulators, legged …

Epsilon: An efficient planning system for automated vehicles in highly interactive environments

W Ding, L Zhang, J Chen, S Shen - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
In this article, we present an efficient planning system for automated vehicles in highly
interactive environments (EPSILON). EPSILON is an efficient interaction-aware planning …

A survey of FPGA-based vision systems for autonomous cars

D Castells-Rufas, V Ngo, J Borrego-Carazo… - IEEE …, 2022 - ieeexplore.ieee.org
On the road to making self-driving cars a reality, academic and industrial researchers are
working hard to continue to increase safety while meeting technical and regulatory …

[HTML][HTML] Depth estimation and 3D reconstruction from UAV-borne imagery: Evaluation on the UseGeo dataset

M Hermann, M Weinmann, F Nex… - ISPRS Open Journal of …, 2024 - Elsevier
Depth estimation and 3D model reconstruction from aerial imagery is an important task in
photogrammetry, remote sensing, and computer vision. To compare the performance of …

Advances in Real-Time 3D Reconstruction for Medical Endoscopy

A Richter, T Steinmann, JC Rosenthal, SJ Rupitsch - Journal of Imaging, 2024 - mdpi.com
This contribution is intended to provide researchers with a comprehensive overview of the
current state-of-the-art concerning real-time 3D reconstruction methods suitable for medical …

[HTML][HTML] ReS2tAC—UAV-Borne Real-Time SGM Stereo Optimized for Embedded ARM and CUDA Devices

B Ruf, J Mohrs, M Weinmann, S Hinz, J Beyerer - Sensors, 2021 - mdpi.com
With the emergence of low-cost robotic systems, such as unmanned aerial vehicle, the
importance of embedded high-performance image processing has increased. For a long …

A block PatchMatch-based energy-resource efficient stereo matching processor on FPGA

H Wang, W Zhou, X Zhang, X Lou - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
This paper presents a field programmable gate array (FPGA)-based, high-performance and
energy-resource efficient stereo matching processor. The proposed processor executes …

Cell-Based Refinement Processor Utilizing Disparity Characteristics of Road Environment for SGM-Based Stereo Vision Systems

CH Choi, HW Oh, J Han, J Shin - IEEE Access, 2023 - ieeexplore.ieee.org
Embedded stereo vision systems based on traditional approaches often require a disparity
refinement process to enhance image quality. Weighted median filter (WMF)-based …

FPGA-based stereo matching for crop height measurement using monocular camera

I Firmansyah, Y Yamaguchi, T Maruyama… - Microprocessors and …, 2024 - Elsevier
We have proposed a hardware-accelerated drone to analyze the condition of farmland right
then and there; as a first step, we report that the proposed system can take crop height …