Výsledky vyhledávání - camera-based fall detection algorithms

An RGB camera-based fall detection algorithm in complex home environments

Autoři: Zhiyu Tian Liang Zhang Guoan Wang a další

Zdroj: Interdisciplinary Nursing Research. 1:14-26

Témata: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Improving the accuracy of existing camera based fall detection algorithms through late fusion

Autoři: Bart Vanrumste Glen Debard Greet Baldewijns a další

Zdroj: 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). :2667-2671

Témata: 03 medical and health sciences, 0302 clinical medicine, Area Under Curve, 0202 electrical engineering, electronic engineering, information engineering, Accidental Falls, 02 engineering and technology, Algorithms

Přístupová URL adresa: https://pubmed.ncbi.nlm.nih.gov/29060448
https://pubmed.ncbi.nlm.nih.gov/29060448/
https://ieeexplore.ieee.org/document/8037406/
https://dblp.uni-trier.de/db/conf/embc/embc2017.html#BaldewijnsDMCV17
https://www.ncbi.nlm.nih.gov/pubmed/29060448

Bridging the gap between real‐life data and simulated data by providing a highly realistic fall dataset for evaluating camera‐based fall detection algorithms

Autoři: Bart Vanrumste Gert Mertes Glen Debard a další

Zdroj: Healthcare Technology Letters. 3:6-11

Témata: 03 medical and health sciences, 0302 clinical medicine, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Přístupová URL adresa: https://europepmc.org/articles/pmc4814805?pdf=render
https://pubmed.ncbi.nlm.nih.gov/27222726
https://pubmed.ncbi.nlm.nih.gov/27222726/
http://europepmc.org/articles/PMC4814805
https://www.ncbi.nlm.nih.gov/pubmed/27222726
https://core.ac.uk/display/34655741
https://www.safetylit.org/citations/index.php?fuseaction=citations.viewdetails&citationIds[]=citjournalarticle_522287_12
https://doi.org/10.1049%2Fhtl.2015.0047

Background-Subtraction Algorithm Optimization for Home Camera-Based Night-Vision Fall Detectors

Autoři: Mercedes Alonso Alberto Brunete Miguel Hernando a další

Zdroj: IEEE Access, Vol 7, Pp 152399-152411 (2019)

Témata: Fall detection, camera-based, background-subtraction, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

Popis souboru: electronic resource

Relation: https://ieeexplore.ieee.org/document/8876591/; https://doaj.org/toc/2169-3536

Přístupová URL adresa: https://doaj.org/article/04275db4d75e499a9ea1cf3e008a4445

Camera-Based Fall Detection System for the Elderly With Occlusion Recognition

Autoři: Fouzi LEZZAR Djamel BENMERZOUG Ilham KITOUNI

Zdroj: Applied Medical Informatics, Vol 42, Iss 3, Pp 169-179 (2020)

Témata: fall detection, camra, machine learning, deep learning, e-health, Computer applications to medicine. Medical informatics, R858-859.7

Popis souboru: electronic resource

Relation: https://ami.info.umfcluj.ro/index.php/AMI/article/view/788; https://doaj.org/toc/2067-7855

Přístupová URL adresa: https://doaj.org/article/80ab5f4a60da4af393ed48e65c6a41fa

Camera-Based Fall Detection System for the Elderly With Occlusion Recognition.

Autoři: LEZZAR, Fouzi BENMERZOUG, Djamel KITOUNI, Ilham

Zdroj: Applied Medical Informatics. 2020, Vol. 42 Issue 3, p169-179. 11p.

Témata: *ALGORITHMS, *MACHINE learning, *OLDER people, *AUTUMN, *COMPUTER vision

Real-time fall detection algorithm based on FFD-AlphaPose and CTR–GCN.

Autoři: Yang, Xuecun Wang, Yixiang Dong, Zhonghua a další

Zdroj: Journal of Real-Time Image Processing; Jun2025, Vol. 22 Issue 3, p1-15, 15p

Home Camera-Based Fall Detection System for the Elderly.

Autoři: de Miguel K Brunete A Hernando M a další

Zdroj: Sensors (Basel, Switzerland) [Sensors (Basel)] 2017 Dec 09; Vol. 17 (12). Date of Electronic Publication: 2017 Dec 09.

Způsob vydávání: Journal Article

Informace o časopise: Publisher: MDPI Country of Publication: Switzerland NLM ID: 101204366 Publication Model: Electronic Cited Medium: Internet ISSN: 1424-8220 (Electronic) Linking ISSN: 14248220 NLM ISO Abbreviation: Sensors (Basel) Subsets: MEDLINE

Výrazy ze slovníku MeSH: Accidental Falls*, Aged ; Algorithms ; Humans ; Machine Learning ; Monitoring, Ambulatory

Camera-based fall detection using real-world versus simulated data: How far are we from the solution?

Autoři: Debard, Glen Mertens, Marc Deschodt, Mieke a další

Zdroj: Journal of Ambient Intelligence & Smart Environments; 2016, Vol. 8 Issue 2, p149-168, 20p

Témata: ACCIDENTAL fall prevention, VIDEO surveillance, CONGREGATE housing, ELDER care, ALGORITHMS, EQUIPMENT & supplies

Camera-based fall detection using real-world versus simulated data: How far are we from the solution?

Autoři: Marc Mertens Mieke Deschodt Tom Croonenborghs a další

Zdroj: Journal of Ambient Intelligence and Smart Environments. 8:149-168

Témata: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

COMPARATIVE STUDY OF DEEP LEARNING ARCHITECTURES FOR REAL-TIME FALL DETECTION USING WEARABLE SENSOR DATA.

Autoři: MAHMOOD, ARZO TURKER, GUL FATMA

Zdroj: TPM: Testing, Psychometrics, Methodology in Applied Psychology; 2025 Supplement, Vol. 32, p1714-1724, 11p

Accelerometer and Camera-Based Strategy for Improved Human Fall Detection.

Autoři: Zerrouki N Harrou F Sun Y a další

Zdroj: Journal of medical systems [J Med Syst] 2016 Dec; Vol. 40 (12), pp. 284. Date of Electronic Publication: 2016 Oct 29.

Způsob vydávání: Journal Article

Informace o časopise: Publisher: Kluwer Academic/Plenum Publishers Country of Publication: United States NLM ID: 7806056 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1573-689X (Electronic) Linking ISSN: 01485598 NLM ISO Abbreviation: J Med Syst Subsets: MEDLINE

Výrazy ze slovníku MeSH: Support Vector Machine*, Accelerometry/*methods , Accidental Falls/*statistics & numerical data , Monitoring, Ambulatory/*methods , Pattern Recognition, Automated/*methods, Algorithms ; Bayes Theorem ; Humans ; Machine Learning

Camera-based fall detection using a particle filter.

Autoři: Debard G Baldewijns G Goedemé T a další

Zdroj: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference [Annu Int Conf IEEE Eng Med Biol Soc] 2015; Vol. 2015, pp. 6947-50.

Způsob vydávání: Journal Article; Research Support, Non-U.S. Gov't

Informace o časopise: Publisher: [IEEE] Country of Publication: United States NLM ID: 101763872 Publication Model: Print Cited Medium: Internet ISSN: 2694-0604 (Electronic) Linking ISSN: 23757477 NLM ISO Abbreviation: Annu Int Conf IEEE Eng Med Biol Soc Subsets: MEDLINE

Výrazy ze slovníku MeSH: Accidental Falls*, Filtration/*instrumentation , Photography/*instrumentation, Aged ; Algorithms ; Humans

Next-generation fall detection: harnessing human pose estimation and transformer technology.

Autoři: Sykes, Edward R.

Zdroj: Health Systems; Jun2025, Vol. 14 Issue 2, p85-103, 19p

Bridging the gap between real-life data and simulated data by providing a highly realistic fall dataset for evaluating camera-based fall detection algorithms.

Autoři: Baldewijns, Greet Debard, Glen Mertes, Gert a další

Zdroj: Healthcare Technology Letters; Mar2016, Vol. 3 Issue 1, p6-11, 6p

Fall prediction algorithm with built-in instability metrics.

Autoři: Al-Hammouri, Sajeda Wung, Shu-Fen Chen, Ziao a další

Zdroj: Journal of Biomechanics. Jan2026, Vol. 194, pN.PAG-N.PAG. 1p.

Témata: *COMPUTER vision, *FEATURE extraction, *DATA privacy, *NONLINEAR equations, *ARTIFICIAL intelligence, *POSTURE

EgoFall: A First-Person View Fall Detection System.

Autoři: Lin WC Chu ET Lee CR

Zdroj: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference [Annu Int Conf IEEE Eng Med Biol Soc] 2025 Jul; Vol. 2025, pp. 1-4.

Způsob vydávání: Journal Article

Informace o časopise: Publisher: [IEEE] Country of Publication: United States NLM ID: 101763872 Publication Model: Print Cited Medium: Internet ISSN: 2694-0604 (Electronic) Linking ISSN: 23757477 NLM ISO Abbreviation: Annu Int Conf IEEE Eng Med Biol Soc Subsets: MEDLINE

Výrazy ze slovníku MeSH: Accidental Falls*/prevention & control, Humans ; Machine Learning ; Algorithms ; Wearable Electronic Devices ; Support Vector Machine ; Image Processing, Computer-Assisted

Vision-based Human Fall Detection Systems: A Review.

Autoři: Benkaci, Asma Sliman, Layth Dellys, Hachemi Nabil

Zdroj: Procedia Computer Science. 2024, Vol. 243, p203-211. 9p.

Témata: Human activity recognition, Screen time, Quality of life, Congregate housing

AI-Powered Fall Risk Prediction in Nursing Care

Přispěvatelé: Ahmet Ceviz, Research Assistant in the Department of Internal Medicine Nursing, Faculty of Nursing

Zdroj: Predicting Fall Risk With Machine Learning and Computer Vision: Development of A Clinical Decision Support System in Nursing Care
Akhtaruzzaman M, Shafie AA, Khan MR. Gait Analysis: Systems, Technologies and Significance. J Mech Med Biol. 2016;16(7).
Demir NY, Intepeler ŞS. Adaptation Of Morse Fall Scale To Turkish And Determination Of Sensitivity And Specificity. J Ege Univ Nurs Fac. 2012;28(1):57-71.
Zhao M, Chang CH, Xie W, Xie Z, Hu J. Cloud Shape Classification System Based on Multichannel CNN and Enhanced FDM. IEEE Access. 2020;8:44111-24.
Krizhevsky A, Sutskever I, Hinton GE. ImageNet classification with deep convolutional neural networks. Commun ACM. 2017;60(6):84-90.
Santos GL, Endo PT, Monteiro KHC, Rocha EDS, Silva I, Lynn T. Accelerometer-Based Human Fall Detection Using Convolutional Neural Networks. Sensors (Basel). 2019 Apr 6;19(7):1644. doi: 10.3390/s19071644.
Yunas SU, Ozanyan KB. Gait Activity Classification Using Multi-Modality Sensor Fusion: A Deep Learning Approach. IEEE Sens J. 2021;21(15):16870-9.
Manssor SAF, Sun S, Elhassan MAM. Real-Time Human Recognition at Night via Integrated Face and Gait Recognition Technologies. Sensors (Basel). 2021 Jun 24;21(13):4323. doi: 10.3390/s21134323.

Non-Contact Fall Detection System Using 4D Imaging Radar for Elderly Safety Based on a CNN Model.

Autoři: Ahn S Choi M Lee J a další

Zdroj: Sensors (Basel, Switzerland) [Sensors (Basel)] 2025 May 30; Vol. 25 (11). Date of Electronic Publication: 2025 May 30.

Způsob vydávání: Journal Article

Informace o časopise: Publisher: MDPI Country of Publication: Switzerland NLM ID: 101204366 Publication Model: Electronic Cited Medium: Internet ISSN: 1424-8220 (Electronic) Linking ISSN: 14248220 NLM ISO Abbreviation: Sensors (Basel) Subsets: MEDLINE

Výrazy ze slovníku MeSH: Accidental Falls*/prevention & control , Radar* , Neural Networks, Computer*, Humans ; Aged ; Wearable Electronic Devices ; Artificial Intelligence ; Posture/physiology ; Algorithms