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Workshop Aims

The CVPM workshop aims to unite the researchers working in this field, and those who can directly/indirectly benefit from and/or contribute to it (including CV and AI researchers, doctors/clinicians, medical experts and psychologists). Although targeted at computer vision audiences, and aimed at promoting advancements in methods, a unique aspect of this workshop is that it brings a rich set of compelling applications (e.g., from video health monitoring to affective computing to face anti-spoofing and biometric security) that attracts broader audiences from fields beyond computer science.

Speakers

Tim Marks
            Hein

Jim Rehg

UIUC

Tim Marks
            Hein

Tim Marks

MERL

Workshop Schedule

Time Speaker Talk Title
8:30AM - 8:45AM Welcome and Introductory Remarks
8:40AM - 9:20AM Jim Rehg (UIUC) Keynote 1: An Egocentric Approach to Social AI (35 minute talk with 5 minutes Q&A)
9:20AM - 9:40AM Accepted Paper 1:  BeatFormer: Efficient motion-robust remote heart rate estimation through unsupervised spectral zoomed attention filters
9:40AM - 10:00AM Accepted Paper 2:  Remote Heart Rate Measurement Based on Near Infrared Prior Information
10:00AM - 10:20AM Coffee Break: Exhibit Hall 2
10:20AM - 11:00AM Marni Bartlett (Apple) Keynote 2: The Digital Mental Health Study:  Behavioral and physiological sensing on mobile devices
11:00AM - 11:20AM Accepted Paper 3:  A High-Throughput Platform to Bench Test Smartphone-Based Heart RateMeasurements Derived From Video
11:20AM - 11:40AM Accepted Paper 4:  VitalVideos-Worldwide: A large and diverse rPPG dataset with rich ground truths
11:40AM -12:20PM Tim Marks (MERL) Keynote 3: Modular Methods for Imaging Photoplethysmography (35 minute talk with 5 minutes Q&A)
12:20PM - 12:30PM Best Paper Award and Closing Remarks

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CVPM Organizers

Daniel McDuff

Daniel McDuff

Google

Tim Marks

Tim Marks

MERL

Wenjin Wang

Wenjin Wang

Eindhoven Institute of Technology

Sander Stuijk

Sander Stuijk

Eindhoven Institute of Technology

Vineet Shenoy

Vineet Shenoy

Johns Hopkins University