DetTrack: An Algorithm for Multiple Object Tracking by Improving Occlusion Object Detection

X Gao, Z Wang, X Wang, S Zhang, S Zhuang, H Wang - Electronics, 2023 - mdpi.com
Multi-object tracking (MOT) is an important problem in computer vision that has a wide range
of applications. Currently, object occlusion detecting is still a serious challenge in multi …

Deep Reinforcement Learning-Empowered Cost-Effective Federated Video Surveillance Management Framework

D Bazarov Ravshan Ugli, AFY Mohammed, T Na, J Lee - Sensors, 2024 - mdpi.com
Video surveillance systems are integral to bolstering safety and security across multiple
settings. With the advent of deep learning (DL), a specialization within machine learning …

Deep Learning Test Platform for Maritime Applications: Development of the eM/S Salama Unmanned Surface Vessel and Its Remote Operations Center for Sensor …

J Kalliovaara, T Jokela, M Asadi, A Majd, J Hallio… - Remote Sensing, 2024 - mdpi.com
In response to the global megatrends of digitalization and transportation automation, Turku
University of Applied Sciences has developed a test platform to advance autonomous …

RTAIAED: a real-time ambulance in an emergency detector with a pyramidal part-based model composed of MFCCs and YOLOv8

A Mecocci, C Grassi - Sensors, 2024 - mdpi.com
In emergency situations, every second counts for an ambulance navigating through traffic.
Efficient use of traffic light systems can play a crucial role in minimizing response time. This …

YOLOv8-C2f-Faster-EMA: An Improved Underwater Trash Detection Model Based on YOLOv8

J Zhu, T Hu, L Zheng, N Zhou, H Ge, Z Hong - Sensors, 2024 - mdpi.com
Anthropogenic waste deposition in aquatic environments precipitates a decline in water
quality, engendering pollution that adversely impacts human health, ecological integrity, and …

AI-Driven Privacy in Elderly Care: Developing a Comprehensive Solution for Camera-Based Monitoring of Older Adults

CY Wang, FS Lin - Applied Sciences, 2024 - mdpi.com
Featured Application An artificial intelligence-driven elderly monitoring system that
preserves the visual privacy of the subjects under surveillance while providing essential …

Multi-objective pedestrian tracking method based on YOLOv8 and improved DeepSORT

W Sheng, J Shen, Q Huang, Z Liu… - Mathematical Biosciences …, 2024 - aimspress.com
A multi-objective pedestrian tracking method based on you only look once-v8 (YOLOv8) and
the improved simple online and real time tracking with a deep association metric …

Safety Assurance Case for Autonomous Vehicle Object Detection: A Simulation for Smart Factory

OA Syafira, N Selviandro… - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
This paper addresses the imperative need for implementing Safety Assurance Cases (SAC)
utilizing machine learning, specifically the YOLOv8 algorithm, in the context of Autonomous …

[PDF][PDF] Camera-based State Estimation and Autonomous Motion Control-Perception and Control of a Hauler Truck in a Demo Site

R Ekedahl, K Bielecki - 2024 - odr.chalmers.se
This thesis explores the development of an autonomous system, designed for B&R Industrial
Automation to demonstrate autonomous solutions on their products without any operator …

Implementierung eines Noisy-Student-Ansatzes zur Verbesserung der automatischen Detektionsleistung bei Ferkeln

AH Martin Wutke - 44. GIL-Jahrestagung, Biodiversität fördern durch …, 2024 - dl.gi.de
Zusammenfassung Die Verwendung überwachter Lernalgorithmen aus dem Bereich der
künstlichen Intelligenz hält vermehrt Einzug im wissenschaftlichen Alltag. Vor allem die …