Contactless Vital Signs Measurement and Analysis Systems
Contactless Vital Signs Measurement and Analysis Systems
批准号:
543650-2019
负责人:
Shirani, Shahram
金额:
$1.75万
依托单位:
依托单位国家:
加拿大
项目类别:
Collaborative Research and Development Grants
财政年份:
2019
资助国家:
加拿大
项目状态:
已结题
起止时间:
2019-01-01 至 2020-12-31
中文摘要
点击翻译按钮获取中文摘要
英文摘要
The project proposed herein aims to develop a non-invasive, contactless system for measuring, recording, analysing and interpreting heart and lung sounds and mechanical body movement induced by the heart and lungs. To achieve this aim we will utilize sensitive pressure and sound sensors to measure heart induced body movement, also known as ballistocardiograph (BCG), phonocaridograph (heart sounds), respiratory induced body movements and respiratory sounds. The sensors will be placed under the person's mattress and will constantly monitor him/her throughout the time the subject is resting on the bed. Besides heart and lung generated sounds and movements the sensors will record unwanted sounds and movements resulting from other body movements (such as snoring, rolling, leg movements, etc.). We will use advanced signal processing and machine learning-based filtering/classification schemes to remove the effects of the unwanted signals, and to separate out the overlapping heart and lung sounds, heart induced movement, respiration movement and other sounds. The machine learning algorithms will also extract health related information such as heart rate, breathing rate, and lung capacity from the recordings. Beyond the proposed technology's capacity to improve, and perhaps extend, the lives of senior citizens, our contactless monitoring system has several potential applications in sleep disorders diagnosis and treatment monitoring, respiratory events, and heart activity monitoring.
期刊论文(0)
专著(0)
科研奖励(0)
会议论文
Enabling technologies of the video systems of future
-
批准号:RGPIN-2020-06842
-
项目类别:Discovery Grants Program - Individual
-
资助金额:$2.4万
-
财政年份:2022
-
负责人:Shirani, Shahram
-
依托单位:
Enabling technologies of the video systems of future
-
批准号:RGPIN-2020-06842
-
项目类别:Discovery Grants Program - Individual
-
资助金额:$2.4万
-
财政年份:2021
-
负责人:Shirani, Shahram
-
依托单位:
Contactless Vital Signs Measurement and Analysis Systems
-
批准号:543650-2019
-
项目类别:Collaborative Research and Development Grants
-
资助金额:$1.75万
-
财政年份:2020
-
负责人:Shirani, Shahram
-
依托单位:
Enabling technologies of the video systems of future
-
批准号:RGPIN-2020-06842
-
项目类别:Discovery Grants Program - Individual
-
资助金额:$2.4万
-
财政年份:2020
-
负责人:Shirani, Shahram
-
依托单位:
Multi-Modality-Enriched Video: Potential, Strategies and Applications
-
批准号:RGPIN-2015-06637
-
项目类别:Discovery Grants Program - Individual
-
资助金额:$1.82万
-
财政年份:2019
-
负责人:Shirani, Shahram
-
依托单位:
Multi-Modality-Enriched Video: Potential, Strategies and Applications
-
批准号:RGPIN-2015-06637
-
项目类别:Discovery Grants Program - Individual
-
资助金额:$1.82万
-
财政年份:2018
-
负责人:Shirani, Shahram
-
依托单位:
Audio-track classification using deep neural networks
-
批准号:530283-2018
-
项目类别:Engage Grants Program
-
资助金额:$1.82万
-
财政年份:2018
-
负责人:Shirani, Shahram
-
依托单位:
Multi-Modality-Enriched Video: Potential, Strategies and Applications
-
批准号:RGPIN-2015-06637
-
项目类别:Discovery Grants Program - Individual
-
资助金额:$1.82万
-
财政年份:2017
-
负责人:Shirani, Shahram
-
依托单位:
Optimizing Video Quality Using Machine-Learning-Controlled Adaptive Resolution, Video Compression
-
批准号:510255-2017
-
项目类别:Engage Grants Program
-
资助金额:$1.82万
-
财政年份:2017
-
负责人:Shirani, Shahram
-
依托单位:
Multi-Modality-Enriched Video: Potential, Strategies and Applications
-
批准号:RGPIN-2015-06637
-
项目类别:Discovery Grants Program - Individual
-
资助金额:$1.82万
-
财政年份:2016
-
负责人:Shirani, Shahram
-
依托单位:
No reference video quality assessment using deep neural networks
-
批准号:505453-2016
-
项目类别:Engage Grants Program
-
资助金额:$1.82万
-
财政年份:2016
-
负责人:Shirani, Shahram
-
依托单位:
Multi-Modality-Enriched Video: Potential, Strategies and Applications
-
批准号:RGPIN-2015-06637
-
项目类别:Discovery Grants Program - Individual
-
资助金额:$1.82万
-
财政年份:2015
-
负责人:Shirani, Shahram
-
依托单位:
Compressive sensing for image and video processing, coding and communication
-
批准号:239128-2010
-
项目类别:Discovery Grants Program - Individual
-
资助金额:$1.68万
-
财政年份:2014
-
负责人:Shirani, Shahram
-
依托单位:
Power and light-uniformity improvement in seamless video wall displays
-
批准号:459296-2013
-
项目类别:Engage Grants Program
-
资助金额:$1.82万
-
财政年份:2013
-
负责人:Shirani, Shahram
-
依托单位:
Compressive sensing for image and video processing, coding and communication
-
批准号:239128-2010
-
项目类别:Discovery Grants Program - Individual
-
资助金额:$1.68万
-
财政年份:2013
-
负责人:Shirani, Shahram
-
依托单位:
Virtual x-ray imaging system for arthroscopy training stations
-
批准号:437152-2012
-
项目类别:Engage Grants Program
-
资助金额:$1.82万
-
财政年份:2012
-
负责人:Shirani, Shahram
-
依托单位:
Compressive sensing for image and video processing, coding and communication
-
批准号:239128-2010
-
项目类别:Discovery Grants Program - Individual
-
资助金额:$1.68万
-
财政年份:2012
-
负责人:Shirani, Shahram
-
依托单位:
Multiview Video Coding, Processing and Applications
-
批准号:380875-2009
-
项目类别:Strategic Projects - Group
-
资助金额:$11.15万
-
财政年份:2011
-
负责人:Shirani, Shahram
-
依托单位:
Compressive sensing for image and video processing, coding and communication
-
批准号:239128-2010
-
项目类别:Discovery Grants Program - Individual
-
资助金额:$1.68万
-
财政年份:2011
-
负责人:Shirani, Shahram
-
依托单位:
Contourlet-based Image Super-resolution for HDTV Application
-
批准号:380037-2008
-
项目类别:Collaborative Research and Development Grants
-
资助金额:$1.98万
-
财政年份:2010
-
负责人:Shirani, Shahram
-
依托单位:
海外基金