PVDet: Towards pedestrian and vehicle detection on gigapixel-level images

W Mo, W Zhang, H Wei, R Cao, Y Ke, Y Luo - Engineering Applications of …, 2023 - Elsevier
Recently, gigapixel photography has been developed considerably and gradually put into
remote sensing, video surveillance, etc. Gigapixel images have a visible field of view area at …

Real-time pedestrian detection with deep supervision in the wild

Z Li, Z Chen, QMJ Wu, C Liu - Signal, Image and Video Processing, 2019 - Springer
Pedestrian detection is a challenging research task, and it is widely applied in automatic
driving and intelligent surveillance fields. Although many approaches based on deep …

R-SSD: Refined single shot multibox detector for pedestrian detection

C Yan, H Zhang, X Li, D Yuan - Applied Intelligence, 2022 - Springer
Pedestrian detection is a critical task in the field of computer vision, and it has made
considerable progress with the help of Convnets. However, a persistent crucial problem is …

Region NMS-based deep network for gigapixel level pedestrian detection with two-step cropping

L Li, X Guo, Y Wang, J Ma, L Jiao, F Liu, X Liu - Neurocomputing, 2022 - Elsevier
Pedestrian detection has emerged as a fundamental technology for autonomous cars,
robotics, pedestrian search, and other applications. Although a lot of progress has been …

Small-scale pedestrian detection based on deep neural network

B Han, Y Wang, Z Yang, X Gao - IEEE transactions on …, 2019 - ieeexplore.ieee.org
Pedestrian detection is a crucial component for intelligent transport system and advanced
driver assistance system. In recent years, pedestrian detection methods have achieved …

Deep learning based pedestrian detection at distance in smart cities

RK Dinakaran, P Easom, A Bouridane, L Zhang… - Intelligent Systems and …, 2020 - Springer
Generative adversarial networks (GANs) have been promising for many computer vision
problems due to their powerful capabilities to enhance the data for training and test. In this …

[PDF][PDF] YOLOv2PD: An efficient pedestrian detection algorithm using improved YOLOv2 model

CB Murthy, MF Hashmi, G Muhammad… - … , Materials & Continua, 2021 - researchgate.net
Real-time pedestrian detection is an important task for unmanned driving systems and video
surveillance. The existing pedestrian detection methods often work at low speed and also …

[Retracted] A Review of Intelligent Driving Pedestrian Detection Based on Deep Learning

D Tian, Y Han, B Wang, T Guan… - Computational …, 2021 - Wiley Online Library
Pedestrian detection is a specific application of object detection. Compared with general
object detection, it shows similarities and unique characteristics. In addition, it has important …

Vehicle pedestrian detection method based on spatial pyramid pooling and attention mechanism

M Guo, D Xue, P Li, H Xu - Information, 2020 - mdpi.com
Object detection for vehicles and pedestrians is extremely difficult to achieve in autopilot
applications for the Internet of vehicles, and it is a task that requires the ability to locate and …

Challenges of designing computer vision-based pedestrian detector for supporting autonomous driving

P Sun, A Boukerche - … Conference on Mobile Ad Hoc and …, 2019 - ieeexplore.ieee.org
In recent years, aiming to improve deriving safety and supporting autonomous driving,
pedestrian detection has attracted considerable attention from both industry and academic …