I-Corps Team Proposal "Mini Signal"
I-Corps Team Proposal "Mini Signal"
批准号:
1848835
负责人:
Min Wu
金额:
$5.0万
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2018
资助国家:
美国
项目状态:
已结题
起止时间:
2018-09-15 至 2019-09-30
中文摘要
点击翻译按钮获取中文摘要
英文摘要
The broader impact/commercial potential of this I-Corps project lies in three aspects: through a systematic customer discovery process, it enhances the R&D community's understanding of the potentially broad needs and application spaces of the contact-less physiological monitoring. For the robust heart-rate tracking technologies that this I-Corps project is based on, the potential commercial impact includes monitoring drivers' conditions to enhance driving safety, supporting safe and effective athletic/fitness training, offering additional analytics from surveillance video for public safety, and more. The outcome of the I-Corps customer discovery will provide real-world requirements and data to a new round of R&D and enhance the R&D community's scientific and technological understanding. The I-Corps training and experience will prepare the Team to identify and pave a way to the most effective customer-technology path for commercialization, which will lead to an economic and societal impact. The training would also provide valuable insights to the Technical Lead and Co-Lead, who as faculty members can potentially incorporate the Lean Startup and entrepreneurial thinking into their future education and mentoring activities. This would extend the benefits to many students in the years to come.This I-Corps project builds on the research advances of contact-free sensings, such as through video, to capture the very small color changes of a person's face as his/her heart pumps blood to reach the whole body. The team has developed a strong expertise to harvest such micro signals under a number of scenarios and motivating applications. From the patent-pending research on which this I-Corps project is based, accurate heart rate detection and tracking have been achieved even under significant motion as users move and lighting conditions change, which is common in real-world use. The synergy of multiple traditionally separate fields, including image/video processing, computer vision, statistical signal processing and estimation, paved a foundation to address the R&D challenges. The methodologies learned from the I-Corps program serve as a bridge between the theory and practice of micro signal analytics in the important emerging area of health analytics.This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.
期刊论文(1)
专著(0)
科研奖励(0)
会议论文
DOI:
10.1109/tifs.2020.3030182
发表时间:
2020-05
期刊:
IEEE Transactions on Information Forensics and Security
影响因子:
6.8
作者:
[Qiang Zhu;Mingliang Chen;Chau-Wai Wong;Min Wu]
通讯作者:
Qiang Zhu;Mingliang Chen;Chau-Wai Wong;Min Wu
Conference: Toward Explainable, Reliable, and Sustainable Machine Learning for Signal and Data Science
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批准号:2321063
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项目类别:Standard Grant
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资助金额:$4.99万
-
财政年份:2023
-
负责人:Min Wu
-
依托单位:
CAREER: Probing Multiscale Growth Dynamics in Filamentous Cell Walls
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批准号:2144372
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项目类别:Continuing Grant
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资助金额:$45.0万
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财政年份:2022
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负责人:Min Wu
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依托单位:
Collaborative Research: Facilitating Supply Chain Trust via Micro-Surface Sensing and Vision-Enabled Authentication
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批准号:2227261
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项目类别:Standard Grant
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资助金额:$15.0万
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财政年份:2022
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负责人:Min Wu
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依托单位:
SCH: Explainable Learning of Heart Actions from Pulse to Broaden Cardiovascular Healthcare Access
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批准号:2124291
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项目类别:Standard Grant
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资助金额:$120.0万
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财政年份:2021
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负责人:Min Wu
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依托单位:
Collaborative Research: RAPID: Understanding and Facilitating Remote Triage and Rehabilitation During Pandemics via Visual Based Patient Physiologic Sensing
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批准号:2030502
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项目类别:Standard Grant
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资助金额:$8.11万
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财政年份:2020
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负责人:Min Wu
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依托单位:
Simulating Large-Scale Morphogenesis in Planar Tissues
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批准号:2012330
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项目类别:Standard Grant
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资助金额:$20.0万
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财政年份:2020
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负责人:Min Wu
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依托单位:
Exploring Power Network Attributes for Information Forensics
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批准号:1309623
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项目类别:Standard Grant
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资助金额:$36.0万
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财政年份:2013
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负责人:Min Wu
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依托单位:
Forensic Hash for Assured Cyber-based Sensing and Communications
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批准号:1029703
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项目类别:Standard Grant
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资助金额:$34.43万
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财政年份:2010
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负责人:Min Wu
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依托单位:
Addressing Physical-Layer Challenges via CLAWS: Cross-Layer Approaches to Wireless Secure Communications
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批准号:0824081
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项目类别:Standard Grant
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资助金额:$30.0万
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财政年份:2008
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负责人:Min Wu
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依托单位:
CAREER: Signal Processing Approaches for Multimedia Security and Information Protection
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批准号:0133704
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项目类别:Continuing Grant
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资助金额:$0.0万
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财政年份:2002
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负责人:Min Wu
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依托单位:
国内基金
海外基金
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批准号:2026JJ81432
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项目类别:省市级项目
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资助金额:--
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批准年份:2026
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负责人:汤自力
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依托单位: