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A Review of Machine Learning and Deep Learning Methods for Person Detection, Tracking and Identification, and Face Recognition with Applications.

Authors : Amirgaliyev, Beibut¹ (AUTHOR); Mussabek, Miras¹ (AUTHOR); Rakhimzhanova, Tomiris¹ (AUTHOR)

Source: Sensors (14248220). Mar2025, Vol. 25 Issue 5, p1410. 32p.

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Automated Region of Interest-Based Data Augmentation for Fallen Person Detection in Off-Road Autonomous Agricultural Vehicles.

Authors : Baek, Hwapyeong¹ (AUTHOR) ; Yu, Seunghyun¹ (AUTHOR) ; Son, Seungwook² (AUTHOR)

Source: Sensors (14248220). Apr2024, Vol. 24 Issue 7, p2371. 21p.

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Real-Time Person Detection in Wooded Areas Using Thermal Images from an Aerial Perspective.

Authors : Ramírez-Ayala, Oscar¹ (AUTHOR) ; González-Hernández, Iván¹ (AUTHOR); Salazar, Sergio¹ (AUTHOR)

Source: Sensors (14248220). Nov2023, Vol. 23 Issue 22, p9216. 17p.

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REDA: A New Methodology to Validate Sensor Systems for Person Detection under Variable Environmental Conditions.

Authors : Meltebrink, Christian^1,2,3 (AUTHOR) ; Komesker, Magnus¹ (AUTHOR) ; Kelsch, Carolina^1,4 (AUTHOR)

Source: Sensors (14248220). Aug2022, Vol. 22 Issue 15, p5745-N.PAG. 20p.

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SFPD: Simultaneous Face and Person Detection in Real-Time for Human–Robot Interaction.

Authors : Fiedler, Marc-André¹ (AUTHOR) ; Werner, Philipp¹ (AUTHOR); Khalifa, Aly¹ (AUTHOR)

Source: Sensors (14248220). Sep2021, Vol. 21 Issue 17, p5918. 1p.

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Student Behavior Recognition System for the Classroom Environment Based on Skeleton Pose Estimation and Person Detection.

Authors : Lin, Feng-Cheng¹ (AUTHOR) ; Ngo, Huu-Huy² (AUTHOR) ; Dow, Chyi-Ren¹ (AUTHOR)

Source: Sensors (14248220). Aug2021, Vol. 21 Issue 16, p5314-5314. 1p.

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Multi-Person Localization Based on a Thermopile Array Sensor with Machine Learning and a Generative Data Model.

Authors : Klir, Stefan¹ (AUTHOR) ; Lerch, Julian¹ (AUTHOR); Benkner, Simon¹ (AUTHOR)

Source: Sensors (14248220). Jan2025, Vol. 25 Issue 2, p419. 18p.

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The Effect of a Diverse Dataset for Transfer Learning in Thermal Person Detection.

Authors : Huda, Noor Ul¹ (AUTHOR) ; Hansen, Bolette D.¹ (AUTHOR); Gade, Rikke¹ (AUTHOR)

Source: Sensors (14248220). Apr2020, Vol. 20 Issue 7, p1982. 1p.

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Academic Journal

CNN-Based Person Detection Using Infrared Images for Night-Time Intrusion Warning Systems.

Authors : Park, Jisoo¹ (AUTHOR) ; Chen, Jingdao¹ (AUTHOR) ; Cho, Yong K.¹ (AUTHOR)

Source: Sensors (14248220). 1/1/2020, Vol. 20 Issue 1, p34. 1p.

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A Lightweight Person Detector for Surveillance Footage Based on YOLOv8n.

Authors : Wang, Qicheng¹ (AUTHOR) ; Feng, Guoqiang¹ (AUTHOR); Li, Zongzhe¹ (AUTHOR)

Source: Sensors (14248220). Jan2025, Vol. 25 Issue 2, p436. 16p.

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A Review of Machine Learning and Deep Learning Methods for Person Detection, Tracking and Identification, and Face Recognition with Applications.

Automated Region of Interest-Based Data Augmentation for Fallen Person Detection in Off-Road Autonomous Agricultural Vehicles.

Real-Time Person Detection in Wooded Areas Using Thermal Images from an Aerial Perspective.

REDA: A New Methodology to Validate Sensor Systems for Person Detection under Variable Environmental Conditions.

SFPD: Simultaneous Face and Person Detection in Real-Time for Human–Robot Interaction.

Student Behavior Recognition System for the Classroom Environment Based on Skeleton Pose Estimation and Person Detection.

Multi-Person Localization Based on a Thermopile Array Sensor with Machine Learning and a Generative Data Model.

The Effect of a Diverse Dataset for Transfer Learning in Thermal Person Detection.

CNN-Based Person Detection Using Infrared Images for Night-Time Intrusion Warning Systems.

A Lightweight Person Detector for Surveillance Footage Based on YOLOv8n.

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