High precision single-photon object detection via deep neural networks DOI Creative Commons
Xiaozhe Li, Jinyi Liu, Guoyang Zhao

et al.

Optics Express, Journal Year: 2024, Volume and Issue: 32(21), P. 37224 - 37224

Published: Sept. 23, 2024

Single-photon imaging is an emerging technology in sensing that capable of and identifying remote objects under extreme conditions. However, it faces several challenges, such as low resolution high noise, to do the task object detection. In this work, we propose enhanced You Only Look Once network identify localize within images generated by single-photon sensing. We then experimentally test proposed on both self-built dataset VisDrone2019 public dataset. Our results show our achieves a higher detection accuracy than baseline models. Moreover, admits average precision detecting small objects. work expected aid significant progress exploring practical applications

Language: Английский

Will Quantum Communication and Processing Accelerate the Progress of Automated and Sustainable Farming? DOI

Pirunthavi Wijikumar,

Jahan Hassan, Anwaar Ulhaq

et al.

IGI Global eBooks, Journal Year: 2025, Volume and Issue: unknown, P. 267 - 306

Published: May 1, 2025

Quantum computing is revolutionizing computation and communication, with its integration into drones transforming agrotech other industries. The Internet of Drones (IoQDs) enables ultra-secure rapid data processing, precise navigation through quantum computing, sensors. This tackles challenges in intelligent farming, such as real-time decision-making, ecological complexity, efficient management. IoQDs support applications precision agriculture, disaster management, environmental monitoring, defense using quantum-based image processing machine learning. chapter explores advancements, case studies, IoQD 6G satellites, ensuring low-latency global connectivity. Challenges—scalability, cost, hardware downsizing, regulations are analyzed alongside potential solutions. A study on IoQD-based weed detection demonstrates agricultural potential. Future directions highlight technologies' transformative role drone networks across

Language: Английский

Citations

0
Quantum metrology and its applications in civil engineering DOI
Jinyi Liu, Weiping Zhang, Shuming Cheng

et al.

Measurement, Journal Year: 2024, Volume and Issue: 240, P. 115550 - 115550

Published: Aug. 22, 2024

Language: Английский

Citations

0
High precision single-photon object detection via deep neural networks DOI Creative Commons
Xiaozhe Li, Jinyi Liu, Guoyang Zhao

et al.

Optics Express, Journal Year: 2024, Volume and Issue: 32(21), P. 37224 - 37224

Published: Sept. 23, 2024

Single-photon imaging is an emerging technology in sensing that capable of and identifying remote objects under extreme conditions. However, it faces several challenges, such as low resolution high noise, to do the task object detection. In this work, we propose enhanced You Only Look Once network identify localize within images generated by single-photon sensing. We then experimentally test proposed on both self-built dataset VisDrone2019 public dataset. Our results show our achieves a higher detection accuracy than baseline models. Moreover, admits average precision detecting small objects. work expected aid significant progress exploring practical applications

Language: Английский

Citations

0