Scalable object detection pipeline for traffic cameras: Application to Tfl JamCams

HM Gan, S Fernando, M Molina-Solana - Expert Systems with Applications, 2021 - Elsevier
With CCTV systems being installed in the transport infrastructures of many cities, there is an
abundance of data to be extracted from the footage. This paper explores the application of …

A Framework for Auditing Robot-Inclusivity of Indoor Environments Based on Lighting Condition

Z Zeng, MSK Yeo, CSCS Borusu, MAVJ Muthugala… - Buildings, 2024 - mdpi.com
Mobile service robots employ vision systems to discern objects in their workspaces for
navigation or object detection. The lighting conditions of the surroundings affect a robot's …

Robot perceptual adaptation to environment changes for long-term human teammate following

S Siva, H Zhang - The International Journal of Robotics …, 2022 - journals.sagepub.com
Perception is one of the several fundamental abilities required by robots, and it also poses
significant challenges, especially in real-world field applications. Long-term autonomy …

Estimation of traffic volume using deep learning in stereo CCTV image

HD Seo, EM Kim - Journal of the Korean Society of Surveying …, 2020 - koreascience.kr
Traffic estimation mainly involves surveying equipment such as automatic vehicle
classification, vehicle detection system, toll collection system, and personnel surveys …

Leveraging synthetic imagery and YOLOv8 for a novel colorimetric approach to paper-based point-of-care male fertility testing

O Özarslan, BK Tokyay, C Soylemez, MT Birtek… - Sensors & …, 2025 - pubs.rsc.org
The development of paper-based systems has revolutionized point-of-care (POC)
applications by enabling rapid, robust, accurate and sensitive biochemical analysis …

Performance comparison of various techniques for automatic licence plate recognition systems

N Sharma, PK Dahiya… - International Journal of …, 2022 - inderscienceonline.com
Automatic licence plate recognition (ALPR) system is direly needed nowadays for various
applications like toll collection system, parking system, identification of stolen cars, incident …

[PDF][PDF] You only look once (YOLOv3): object detection and recognition for indoor environment

H Salam, H Jaleel, S Hameedi - Multicult. Educ, 2021 - academia.edu
Computer vision (CV) is a technology that uses machines for processing and understanding
videos and photos. There are many tasks that belong to Computer Vision; one of the main …

Why accuracy is not enough: the need for consistency in object detection

C Tung, A Goel, F Bordwell, N Eliopoulos… - IEEE …, 2022 - ieeexplore.ieee.org
Object detectors are vital to many modern computer vision applications. However, even state-
of-the-art object detectors are not perfect. On two images that look similar to human eyes, the …

Observing responses to the COVID-19 pandemic using worldwide network cameras

I Ghodgaonkar, A Goel, F Bordwell, C Tung… - arxiv preprint arxiv …, 2020 - arxiv.org
COVID-19 has resulted in a worldwide pandemic, leading to" lockdown" policies and social
distancing. The pandemic has profoundly changed the world. Traditional methods for …

[PDF][PDF] Human-AI Collaboration for Improving the Identification of Cars for Autonomous Driving.

E Gamboa, A Libreros, M Hirth, D Dubiner - CIKM Workshops, 2022 - ceur-ws.org
Large and high-curated training data is required for Artificial Intelligence (AI) models to
perform robustly and reliably. However, training data is scarce since its production normally …