FPGA-based implementation of classification techniques: A survey

A Saidi, SB Othman, M Dhouibi, SB Saoud - Integration, 2021 - Elsevier
Recently, a number of classification techniques have been introduced. However, processing
large dataset in a reasonable time has become a major challenge. This made classification …

Analysis and comparison of FPGA-based histogram of oriented gradients implementations

S Ghaffari, P Soleimani, KF Li, DW Capson - IEEE Access, 2020 - ieeexplore.ieee.org
One of the commonly-used feature extraction algorithms in computer vision is the histogram
of oriented gradients. Extracting the features from an image using this algorithm requires a …

Distributed architectures for intensive urban computing: a case study on smart lighting for sustainable cities

H Mora, J Peral, A Ferrandez, D Gil… - IEEE Access, 2019 - ieeexplore.ieee.org
New information and communication technologies have contributed to the development of
the smart city concept. On a physical level, this paradigm is characterized by deploying a …

ZytleBot: FPGA integrated development platform for ROS based autonomous mobile robot

Y Nitta, S Tamura, H Yugen… - … Conference on Field …, 2019 - ieeexplore.ieee.org
The FPT2019 FPGA Design Competition is a competition aimed at recommending
innovations in utilizing FPGAs to realize level 5 autonomous driving vehicles. We have …

Intelligent driving vehicle object detection based on improved AVOD algorithm for the fusion of LiDAR and visual information

Z Bai, D Bi, J Wu, M Wang, Q Zheng, L Chen - Actuators, 2022 - mdpi.com
The detection of obstacles of intelligent driving vehicles becomes a primary condition to
ensure safe driving. LiDAR and camera are the main sensors for intelligent vehicles to …

FPGA based Feature Extraction in Real time Computer Vision-A Comprehensive Survey

I Gupta, DP Kaur - 2022 International Conference on Signal and …, 2022 - ieeexplore.ieee.org
Today, Computer Vision algorithms play a vital role in almost every domain of our day-to-day
life. This powerful technology has aided in the development of answers to a wide range of …

A real-time webcam-based method for assessing upper-body postures

Z Ding, W Li, P Ogunbona, L Qin - Machine Vision and Applications, 2019 - Springer
This paper presents a new vision-based method for real-time assessment of upper-body
postures of a subject who is sitting in front of a desk studying or operating a computer. Unlike …

Fpga-based pedestrian detection for collision prediction system

L Cambuim, E Barros - Sensors, 2022 - mdpi.com
Pedestrian detection (PD) systems capable of locating pedestrians over large distances and
locating them faster are needed in Pedestrian Collision Prediction (PCP) systems to …

A new deep learning architecture for person detection

L Zhao, Y Wan - 2019 IEEE 5th International Conference on …, 2019 - ieeexplore.ieee.org
Person detection is a branch of object detection. It refers to positioning people in the image,
finding the location and range of the person, and has a wide range of applications in fields …

[HTML][HTML] 基于小型化YOLOv3 的实时车辆检测及跟踪算法

许小伟, 陈乾坤, 钱枫, 李浩东, 唐志鹏 - 公路交通科技, 2020 - html.rhhz.net
为了研究现有车辆目标检测算法的检测精度与检测速度相矛盾的问题, 提出了一种小型化的改进
YOLOv3 深度卷积网络的实时车辆检测及跟踪算法. 采用构建卷积层数少的网络架构以及进行多 …