Vision-based patient monitoring: a comprehensive review of algorithms and technologies

No abstract is available for this paper.

• Publication year

  2018

• Venue

  Journal of Ambient Intelligence and Humanized Computing

• Publication date

  2018-04-01

• Fields of study

  Medicine, Computer Science, Engineering

• Identifiers
  DOI 10.1007/s12652-015-0328-1
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Facial action coding system

  2019cited by this paper
• Identifying epileptic seizures based on a template-based eyeball detection technique

  2015cited by this paper
• Non-contact heart rate and heart rate variability measurements: A review

  2014cited by this paper
• Unconstrained Video Monitoring of Breathing Behavior and Application to Diagnosis of Sleep Apnea

  2014cited by this paper
• Day or Night Activity Recognition From Video Using Fuzzy Clustering Techniques

  2014cited by this paper
• The factors that affect the frequency of vital sign monitoring in the emergency department.

  2014cited by this paper
• Classification and weakly supervised pain localization using multiple segment representation

  2014cited by this paper
• Older adults' perceptions of technologies aimed at falls prevention, detection or monitoring: A systematic review

  2014cited by this paper
• Human fall detection on embedded platform using depth maps and wireless accelerometer

  2014cited by this paper
• A sleep monitoring system based on audio, video and depth information for detecting sleep events

  2014cited by this paper
• Remote Heart Rate Measurement from Face Videos under Realistic Situations

  2014cited by this paper
• Evaluation of a monitoring system for event recognition of older people

  2013cited by this paper
• Multimodal assistive technologies for depression diagnosis and monitoring

  2013cited by this paper
• Automatic Monocular System for Human Fall Detection Based on Variations in Silhouette Area

  2013cited by this paper
• Facial Tracking in Thermal Images for Real-Time Noncontact Respiration Rate Monitoring

  2013cited by this paper
• Fall detection in multi-camera surveillance videos: experimentations and observations

  2013cited by this paper
• Block-Based Search Space Reduction Technique for Face Detection Using Shoulder and Head Curves

  2013cited by this paper
• Towards Pain Monitoring: Facial Expression, Head Pose, a new Database, an Automatic System and Remaining

  2013cited by this paper
• Affectiva-MIT Facial Expression Dataset (AM-FED): Naturalistic and Spontaneous Facial Expressions Collected "In-the-Wild"

  2013cited by this paper
• Introducing the use of depth data for fall detection

  2013cited by this paper
• A survey on activity recognition and behavior understanding in video surveillance

  2013cited by this paper
• Challenges, issues and trends in fall detection systems

  2013cited by this paper
• A survey on fall detection: Principles and approaches

  2013cited by this paper
• Thermal cameras and applications: a survey

  2013cited by this paper
• Detecting Pulse from Head Motions in Video

  2013cited by this paper
• Optimized spatio-temporal descriptors for real-time fall detection: comparison of support vector machine and Adaboost-based classification

  2013cited by this paper
• Can body expressions contribute to automatic depression analysis?

  2013cited by this paper
• 3D head tracking for fall detection using a single calibrated camera

  2013cited by this paper
• A Fully Automatic Method to Extract the Heart Rate from Thermal Video

  2013cited by this paper
• Eye movement analysis for depression detection

  2013cited by this paper
• A Survey on Ambient-Assisted Living Tools for Older Adults

  2013cited by this paper
• Quantifying Limb Movements in Epileptic Seizures Through Color-Based Video Analysis

  2013cited by this paper
• Head Pose and Movement Analysis as an Indicator of Depression

  2013cited by this paper
• Pain detection through shape and appearance features

  2013cited by this paper
• Breath rate monitoring during sleep using near-ir imagery and PCA

  2012cited by this paper
• Embedded fall detection with a neural network and bio-inspired stereo vision

  2012cited by this paper
• A Multi-Sensor Approach for Activity Recognition in Older Patients

  2012cited by this paper
• RGBD-camera based get-up event detection for hospital fall prevention

  2012cited by this paper
• Posture Recognition Based on Fuzzy Logic for Home Monitoring of the Elderly

  2012cited by this paper
• Multiparameter Sleep Monitoring Using a Depth Camera

  2012cited by this paper
• Automatic detection of pain intensity

  2012cited by this paper
• Pain recognition and intensity rating based on Comparative Learning

  2012cited by this paper
• CARE: A dynamic stereo vision sensor system for fall detection

  2012cited by this paper
• Automatic Segmentation of Episodes Containing Epileptic Clonic Seizures in Video Sequences

  2012cited by this paper
• Pain monitoring: A dynamic and context-sensitive system

  2012cited by this paper
• A Posture Recognition-Based Fall Detection System for Monitoring an Elderly Person in a Smart Home Environment

  2012cited by this paper
• Real world activity summary for senior home monitoring

  2012cited by this paper
• Using spatio-temporal interest points (STIP) for myoclonic jerk detection in nocturnal video

  2012cited by this paper
• A review on vision techniques applied to Human Behaviour Analysis for Ambient-Assisted Living

  2012cited by this paper
• Design of a breath detection system with multiple remotely enhanced hand-computer interaction devices

  2012cited by this paper
• Painful monitoring: Automatic pain monitoring using the UNBC-McMaster shoulder pain expression archive database

  2012cited by this paper
• Activity recognition from a wearable camera

  2012cited by this paper
• Vision-based absence seizure detection

  2012cited by this paper
• Eigenspace-based fall detection and activity recognition from motion templates and machine learning

  2012cited by this paper
• Neural-net classification for spatio-temporal descriptor based depression analysis

  2012cited by this paper
• Accuracy and robustness of Kinect pose estimation in the context of coaching of elderly population

  2012cited by this paper
• Validation of heart rate extraction using video imaging on a built-in camera system of a smartphone

  2012cited by this paper
• Definition and Performance Evaluation of a Robust SVM Based Fall Detection Solution

  2012cited by this paper
• Monocular Camera Fall Detection System Exploiting 3D Measures: A Semi-supervised Learning Approach

  2012cited by this paper
• Detecting falls with 3D range camera in ambient assisted living applications: a preliminary study.

  2011cited by this paper
• Respiration monitoring during sleeping

  2011cited by this paper
• Painful data: The UNBC-McMaster shoulder pain expression archive database

  2011cited by this paper
• Automated Facial Action Coding System for dynamic analysis of facial expressions in neuropsychiatric disorders.

  2011cited by this paper
• Sensor data fusion for activity monitoring in the PERSONA ambient assisted living project

  2011cited by this paper
• Respiration rate monitoring methods: A review

  2011cited by this paper
• Design of an unobtrusive wireless sensor network for nighttime falls detection

  2011cited by this paper
• Event-driven stereo vision for fall detection

  2011cited by this paper
• Fall Detection from Depth Map Video Sequences

  2011cited by this paper
• Fall Detection With Multiple Cameras: An Occlusion-Resistant Method Based on 3-D Silhouette Vertical Distribution

  2011cited by this paper
• Abnormal human activity recognition system based on R-transform and kernel discriminant technique for elderly home care

  2011cited by this paper
• Video Activity Recognition Framework for assessing motor behavioural disorders in Alzheimer Disease Patients

  2011cited by this paper
• Automatically Detecting Pain in Video Through Facial Action Units

  2011cited by this paper
• A new tool to support diagnosis of neurological disorders by means of facial expressions

  2011cited by this paper
• Robust Video Surveillance for Fall Detection Based on Human Shape Deformation

  2011cited by this paper
• Extraction of the superficial facial vasculature, vital signs waveforms and rates using thermal imaging

  2010cited by this paper
• Detection of facial changes for hospital ICU patients

  2010cited by this paper
• A Survey on Wearable Sensor-Based Systems for Health Monitoring and Prognosis

  2010cited by this paper
• An active vision system for fall detection and posture recognition in elderly healthcare

  2010cited by this paper
• A Visual Context-Awareness-Based Sleeping-Respiration Measurement System

  2010cited by this paper
• A local approach based on a Local Binary Patterns variant texture descriptor for classifying pain states

  2010cited by this paper
• Real time pose recognition of covered human for diagnosis of sleep apnoea

  2010cited by this paper
• Automatic video detection of body movement during sleep based on optical flow in pediatric patients with epilepsy

  2010cited by this paper
• Detecting falls at homes using a network of low-resolution cameras

  2010cited by this paper
• Short sleep duration is an independent predictor of stroke events in elderly hypertensive patients.

  2010cited by this paper
• Survey of fall detection and daily activity monitoring techniques

  2010cited by this paper
• Tracking human face features in thermal images for respiration monitoring

  2010cited by this paper
• Detection of facial changes for ICU patients using KNN classifier

  2010cited by this paper
• Long Term Activity Analysis in Surveillance Video Archives

  2010cited by this paper
• Vision-based human motion analysis in epilepsy - Methods and challenges

  2010cited by this paper
• Design and implementation of an embedded monitor system for detection of a patient's breath by double Webcams

  2010cited by this paper
• Human Daily Activities Indexing in Videos from Wearable Cameras for Monitoring of Patients with Dementia Diseases

  2010cited by this paper
• AID-ME: Automatic identification of dressing failures through monitoring of patients and activity Evaluation

  2010cited by this paper
• Towards an Intelligent Bed Sensor: Non-intrusive Monitoring of Sleep Irregularities with Computer Vision Techniques

  2010cited by this paper
• Sleep and hypertension.

  2010cited by this paper
• Towards automatic detection of movement during sleep in pediatric patients with epilepsy by means of video recordings and the optical flow algorithm

  2009cited by this paper
• Semiology of epileptic seizures: a critical review.

  2009cited by this paper
• Linguistic summarization of video for fall detection using voxel person and fuzzy logic

  2009cited by this paper
• An approach for automatically measuring facial activity in depressed subjects

  2009cited by this paper
• Automatically detecting pain using facial actions

  2009cited by this paper
• Statistical algorithm for detection and screening sleep apnea

  2009cited by this paper

• Artificial Intelligence Applied to Human Activity Recognition in Sports and Exercise: A Bibliometrics and Visual Analysis

  2026cites this paper
• Non-Invasive Vital Signs Sensing: Advances, Challenges, and Future Directions in Radio Frequency Based Techniques

  2026cites this paper
• EventSleep2: Sleep activity recognition on complete night sleep recordings with an event camera

  2026cites this paper
• Developing ICU Clinical Behavioral Atlas Using Ambient Intelligence and Computer Vision

  2025cites this paper
• Balancing Work and Life: A Key to Employee Performance and Well-Being

  2025cites this paper
• Deep Learning - Driver Edge Registration for Enhanced Home Health Monitoring

  2025cites this paper
• Scalable Fuzzy Neural Networks (SFNN) for Multi-Output Human Activity Recognition

  2025cites this paper
• Application research of video image recognition technology based on CNN in real-time monitoring

  2025cites this paper
• Gravity-Driven Air-Liquid Interface Flexible Sensor for Human Motion Detection.

  2025cites this paper
• Video-Based Human-Object Interaction Analysis for Patient Behavioral Monitoring

  2025cites this paper
• Action Detection via an Image Diffusion Process

  2024cites this paper
• Deep learning for computer vision based activity recognition and fall detection of the elderly: a systematic review

  2024cites this paper
• Human Activity Recognition from Accelerometry, Based on a Radius of Curvature Feature

  2024cites this paper
• LITE: A Paradigm Shift in Multi-Object Tracking with Efficient ReID Feature Integration

  2024cites this paper
• Navigating the crossroads of aging, caregiving and technology: Insights from a southern Spain about video-based technology in the care context

  2024cites this paper
• Perspectives on 2D materials for hybrid and beyond-Si image sensor applications

  2024cites this paper
• Impact of work-life balance on employee productivity and well-being

  2024cites this paper
• A Contactless Breathing Pattern Recognition System Using Deep Learning and WiFi Signal

  2024cites this paper
• Development of Sensor-Embedded Real-time Posture Monitoring Shirt: Enhancing the Awarness for Healthy Posture

  2024cites this paper
• EventSleep: Sleep Activity Recognition with Event Cameras

  2024cites this paper
• Contactless Patient Care Using Hospital IoT: CCTV-Camera-Based Physiological Monitoring in ICU

  2024cites this paper
• Artificial Intelligence for skeleton-based physical rehabilitation action evaluation: A systematic review

  2023cites this paper
• Shapes of You? Investigating the Acceptance of Video-Based AAL Technologies Applying Different Visualization Modes

  2023cites this paper
• Internet of Things Centric-Based Multiactivity Recognition in Smart Home Environment

  2023cites this paper
• Deep Learning Approaches for Seizure Video Analysis: A Review

  2023cites this paper
• Somebody is watching me? Analyzing privacy preferences in using visual AAL technology considering human-, technology-, and context-related factors

  2023cites this paper
• Forensic detection of heterogeneous activity in data using deep learning methods

  2023cites this paper
• Smart Fall Detection by Enhanced SVM with Fuzzy Logic Membership Function

  2023cites this paper
• A Review of Vision-Based Hand Action Recognition Techniques

  2023cites this paper
• Human Activity Recognition (HAR) Using Deep Learning: Review, Methodologies, Progress and Future Research Directions

  2023cites this paper
• Development of a Smart Hospital Bed Based on Deep Learning to Monitor Patient Conditions

  2023cites this paper
• Real-time monitoring of elderly people through computer vision

  2023cites this paper
• Bad Sitting Posture Detection and Alerting System using EMG Sensors and Machine Learning

  2023cites this paper
• Internet of Health Things driven Deep Learning-based System for Non-Invasive Patient Discomfort Detection using Time Frame Rules and Pairwise Keypoints Distance Feature

  2022cites this paper
• Computation of Gait Parameters in Post Stroke and Parkinson’s Disease: A Comparative Study Using RGB-D Sensors and Optoelectronic Systems

  2022cites this paper
• Fuzziness based semi-supervised multimodal learning for patient's activity recognition using RGBDT videos

  2022cites this paper
• Assessing Pain Research: A Narrative Review of Emerging Pain Methods, Their Technosocial Implications, and Opportunities for Multidisciplinary Approaches

  2022cites this paper
• AFAR: A Real-Time Vision-based Activity Monitoring and Fall Detection Framework using 1D Convolutional Neural Networks

  2022cites this paper
• Deep Learning and Kinect Skeleton-based Approach for Fall Prediction of Elderly Physically Disabled

  2022cites this paper
• Fuzzy Support Vector Machine based Fall Detection Method for Traumatic Brain Injuries

  2022cites this paper
• Audio-based Active and Assisted Living: A review of selected applications and future trends

  2022cites this paper
• AIFMS Autonomous Intelligent Fall Monitoring System for the Elderly Persons

  2022cites this paper
• Depth Estimation for Egocentric Rehabilitation Monitoring Using Deep Learning Algorithms

  2022cites this paper
• A comparative study of common steps in video-based remote heart rate detection methods

  2022cites this paper
• Acceptance and Preferences of Using Ambient Sensor-Based Lifelogging Technologies in Home Environments

  2021cites this paper
• A Novel Smart Healthcare Monitoring System Using Machine Learning and the Internet of Things

  2021cites this paper
• Assistive Devices to Help Correct Sitting-Posture Based on Posture Analysis Results

  2021cites this paper
• Recognizing activities of daily living from UWB radars and deep learning

  2021cites this paper
• Low-Cost Wireless Wearable System for Posture Monitoring

  2021cites this paper
• Challenges Ahead in Healthcare Applications for Vision and Sensors

  2021cites this paper
• A review of computer vision-based approaches for physical rehabilitation and assessment

  2021cites this paper
• Vision-Based Patient Monitoring and Management in Mental Health Settings

  2021cites this paper
• A Deep Transfer Learning-based Edge Computing Method for Home Health Monitoring

  2021cites this paper
• A Deep-Learning-Based Smart Healthcare System for Patient’s Discomfort Detection at the Edge of Internet of Things

  2021cites this paper
• Protection of visual privacy in videos acquired with RGB cameras for active and assisted living applications

  2021cites this paper
• Human Activity Recognition With Smartphone and Wearable Sensors Using Deep Learning Techniques: A Review

  2021cites this paper
• Hand gesture recognition using machine learning and infrared information: a systematic literature review

  2021cites this paper
• A Real-time Posture Monitoring System Towards Bad Posture Detection

  2021cites this paper
• Real time fall detection using infrared cameras and reflective tapes under day/night luminance

  2021cites this paper
• Monitoring of Gait Parameters in Post-Stroke Individuals: A Feasibility Study Using RGB-D Sensors

  2021cites this paper
• Using Internet of Things in Healthcare

  2020cites this paper
• Positive technology for elderly well-being: A review

  2020cites this paper
• A review on video-based active and assisted living technologies for automated lifelogging

  2020cites this paper
• GroupShop: monitoring group shopping behavior in real world using mobile devices

  2020cites this paper
• Person Re-ID by Fusion of Video Silhouettes and Wearable Signals for Home Monitoring Applications

  2020cites this paper
• Evaluation of convolutional neural networks for the classification of falls from heterogeneous thermal vision sensors

  2020cites this paper
• MEDLINK: a low-cost, portable, verbally interactive and programmable remote patient monitoring (RPM) device

  2020cites this paper
• Developing a pain intensity prediction model using facial expression: A feasibility study with electromyography

  2020cites this paper
• Robust Multi-modal 3D Patient Body Modeling

  2020cites this paper
• RETRACTED ARTICLE: An optimized deep learning network model for EEG based seizure classification using synchronization and functional connectivity measures

  2020cites this paper
• A Smart System for Sitting Posture Detection Based on Force Sensors and Mobile Application

  2020cites this paper
• NLP based Skeletal Pose Estimation using mmWave Radar Point-Cloud: A Simulation Approach

  2020cites this paper
• Robot algorithm based on neural network and intelligent predictive control

  2019cites this paper
• A smart inertial system for fall detection

  2019cites this paper
• Effects of display curvature and task duration on proofreading performance, visual discomfort, visual fatigue, mental workload, and user satisfaction.

  2019cites this paper
• Design of GPS antijamming algorithm using adaptive array antenna to mitigate the noise and interference

  2019cites this paper
• Assessment of frailty: a survey of quantitative and clinical methods

  2019cites this paper
• RETRACTED ARTICLE: A modified fuzzy histogram of optical flow for emotion classification

  2019cites this paper
• Recent developments in computer vision based real-time monitoring in health and well-being

  2019cites this paper
• A Camera-Based Pulse Transit Time Estimation Approach Towards Non-Intrusive Blood Pressure Monitoring

  2019cites this paper
• Who Goes There? Exploiting Silhouettes and Wearable Signals for Subject Identification in Multi-Person Environments

  2019cites this paper
• Vision-Based Mouth Motion Analysis in Epilepsy: A 3D Perspective

  2019cites this paper
• Kinematics model identification and motion control of robot based on fast learning neural network

  2019cites this paper
• A Survey on Hand Gesture Recognition Using Machine Learning and Infrared Information

  2019cites this paper
• Remote Activity Monitoring Using Indirect Sensing Approach in Assisted Living Scenario

  2019cites this paper
• Single-Element Remote-PPG

  2019cites this paper
• IoT and cloud computing based automatic epileptic seizure detection using HOS features based random forest classification

  2019cites this paper
• Flexible Piezoelectric Sensor-Based Gait Recognition

  2018cites this paper
• Towards A Smart Hospital: Automated Non-Invasive Patient's Discomfort Detection in Ward Using Overhead Camera

  2018cites this paper
• A Review on posture monitoring systems

  2018cites this paper
• A Survey on sitting posture monitoring systems

  2018cites this paper
• Dual-Camera Facial Landmark Tracking for Clinical Infant Monitoring

  2018cites this paper
• Action recognition using multi-directional projected depth motion maps

  2018cites this paper
• Robust blood pressure estimation using an RGB camera

  2018cites this paper
• Subjective quality assessment of stereo image compression based on stereoscopic fusion in binocular vision

  2018cites this paper
• Efficient visual tracking using multi-feature regularized robust sparse coding and quantum particle filter based localization

  2018cites this paper
• Patient's Body Motion Study Using Multimodal RGBDT Videos

  2018cites this paper
• Effects of Display Curvature, Presbyopia, and Task Duration on Visual Fatigue, Task Performance, and User Satisfaction

  2018cites this paper
• A Multimodal Approach for Predicting Changes in PTSD Symptom Severity

  2018cites this paper
• Dual-camera 3D head tracking for clinical infant monitoring

  2018cites this paper