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Heart rate estimation
태스크의 하위 분류와 논문·코드·평가·기법·데이터셋을 탐색하세요.
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RR interval detection and R peak detection from QRS complex
논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
Dataset Creation Pipeline for Camera-Based Heart Rate Estimation
EVM-CNN: Real-Time Contactless Heart Rate Estimation from Facial Video
edBB-Demo: Biometrics and Behavior Analysis for Online Educational Platforms
Multi-Head Cross-Attentional PPG and Motion Signal Fusion for Heart Rate Estimation
Real-Time Monitoring of User Stress, Heart Rate and Heart Rate Variability on Mobile Devices
Liquid Structural State-Space Models
Tiny-HR: Towards an interpretable machine learning pipeline for heart rate estimation on edge devices
Demo: RhythmEdge: Enabling Contactless Heart Rate Estimation on the Edge
Visual Heart Rate Estimation from RGB Facial Video using Spectral Reflectance
Heart rate estimation in intense exercise videos
BYHE: A Simple Framework for Boosting End-to-end Video-based Heart Rate Measurement Network
FastBVP-Net: a lightweight pulse extraction network for measuring heart rhythm via facial videos
DRNet: Decomposition and Reconstruction Network for Remote Physiological Measurement
Efficient Deep Learning-based Estimation of the Vital Signs on Smartphones
Efficient Remote Photoplethysmography with Temporal Derivative Modules and Time-Shift Invariant Loss
Instantaneous Physiological Estimation using Video Transformers
Machine learning models and facial regions videos for estimating heart rate: a review on Patents, Datasets and Literature
TransPPG: Two-stream Transformer for Remote Heart Rate Estimate
Skin feature point tracking using deep feature encodings
Assessment of Deep Learning-based Heart Rate Estimation using Remote Photoplethysmography under Different Illuminations
Self-supervised Representation Learning Framework for Remote Physiological Measurement Using Spatiotemporal Augmentation Loss
Non-contact PPG Signal and Heart Rate Estimation with Multi-hierarchical Convolutional Network
Remote Pulse Estimation in the Presence of Face Masks
An Open Framework for Remote-PPG Methods and their Assessment
DeepFakesON-Phys: DeepFakes Detection based on Heart Rate Estimation
Meta-rPPG: Remote Heart Rate Estimation Using a Transductive Meta-Learner
Heart Rate Estimation from Face Videos for Student Assessment: Experiments on edBB
A Comparative Evaluation of Heart Rate Estimation Methods using Face Videos
Optimised Convolutional Neural Networks for Heart Rate Estimation and Human Activity Recognition in Wrist Worn Sensing Applications
Deep-HR: Fast Heart Rate Estimation from Face Video Under Realistic Conditions
RhythmNet: End-to-end Heart Rate Estimation from Face via Spatial-temporal Representation
Remote Heart Rate Measurement from Highly Compressed Facial Videos: an End-to-end Deep Learning Solution with Video Enhancement
Active Stacking for Heart Rate Estimation
PPGnet: Deep Network for Device Independent Heart Rate Estimation from Photoplethysmogram
Non-contact photoplethysmogram and instantaneous heart rate estimation from infrared face video
출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.