Heart rate from face videos under realistic conditions for advanced driver monitoring
نویسندگان
چکیده
منابع مشابه
Robust heart rate from fitness videos.
Remote photoplethysmography (rPPG) enables contactless heart-rate monitoring using a regular video camera. OBJECTIVE This paper aims to improve the rPPG technology targeting continuous heart-rate measurement during fitness exercises. The fundamental limitation of the existing (multi-wavelength) rPPG methods is that they can suppress at most n - 1 independent distortions by linearly combinin...
متن کاملA Realistic Simulation Tool for Testing Face Recognition Systems under Real-World Conditions
In this article, a tool for testing face recognition systems under uncontrolled conditions is proposed. The key elements of this tool are a simulator and real face and background images taken under real-world conditions with different acquisition angles. Inside the simulated environment, an observing agent, the one with the ability to recognize faces, can navigate and observe the real face imag...
متن کاملRealSense = real heart rate: Illumination invariant heart rate estimation from videos
Recent studies validated the feasibility of estimating heart rate from human faces in RGB video. However, test subjects are often recorded under controlled conditions, as illumination variations significantly affect the RGB-based heart rate estimation accuracy. Intel newlyannounced low-cost RealSense 3D (RGBD) camera is becoming ubiquitous in laptops and mobile devices starting this year, openi...
متن کاملDetecting Driver Fatigue Through the Use of Advanced Face Monitoring Techniques
The opinions, findings, and conclusions expressed in this publication are those of the authors and not necessarily those of the
متن کاملEvaluating Reasoners Under Realistic Semantic Web Conditions
Evaluating the performance of OWL Reasoners on ontologies is an ongoing challenge. LUBM and UOBM are benchmarks to evaluate Reasoners by using a single ontology. They cannot effectively evaluate systems intended for multi-ontology applications with ontology mappings, nor can they evaluate OWL 2 applications and generate data approximating realistic Semantic Web conditions. In this paper we exte...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Current Directions in Biomedical Engineering
سال: 2017
ISSN: 2364-5504
DOI: 10.1515/cdbme-2017-0102