remote-photoplethysmography 开源项目推荐（34 个）

prouast /heartbeat

远程光电容描写的桌面实现——利用面部视频测量心率。

McJackTang /MMPD_rPPG_dataset

MMPD: Multi-Domain Mobile Video Physiology Dataset(EMBC2023 Oral)

prouast /heartbeat-js

远程光电容描记的JavaScript实现——利用面部视频测量脉搏率。

zhaodongsun /contrast-phys

[TPAMI & ECCV 2022] 基于面部视频的远程生理信号测量的 Contrast-Phys 与 Contrast-Phys+

Rouast-Labs /vitallens-python

Python package for estimation of vital signs such as heart rate, HRV, and respiratory rate from face video.

prouast /heartbeat-android

Mobile implementation of Remote Photoplethysmography – Measuring heart rate using facial video.

kaushik4444 /Remote-photoplethysmography-to-monitor-Human-cardiac-activities-using-Commercial-Webcams

远程光电容描记法（rPPG）是一种非接触式方法，通过多波长RGB相机检测人皮肤表面脉冲引起的细微色彩变化，监测人体心脏活动。通过测量红、绿、蓝光的方差，皮肤反射的变化，就像镜面反射与漫反射之间的对比。

florianG37 /PRD_rPPG_method_3DCNN

Task 1 Research and Development Project : Development of a new rPPG method (3DCNN) to be integrated into the pyVHR framework

terbed /rPPyG

Estimating pulse remotely using video images

Rouast-Labs /vitallens.js

JavaScript package for estimation of vital signs such as heart rate, HRV, and respiratory rate from face video.

xilin-x /Large-scale-Multi-illumination-HR-Database

[FG2020] A large-scale rPPG dataset with various illumination variations.

Rouast-Labs /vitallens-ios

iOS/Swift SDK for estimation of vital signs such as heart rate, HRV, and respiratory rate from face video.

HarshTomar1234 /rppg-heart-rate

Remote Photoplethysmography (rPPG) for contactless heart rate detection using deep learning (PhysNet) and signal processing (CHROM, POS). Trained on UBFC-rPPG dataset with real-time web dashboard.

PhysiologicAILab /mmrphys-live

Live Demo for Multi-task Remote Physiological Sensing using MMRPhys

csiro /orientation-uv-rppg

[CVPRW2024] 论文《Orientation-conditioned Facial Texture Mapping for Video-based Facial Remote Photoplethysmography Estimation》的代码仓库

Rouast-Labs /vitallens-core

High-performance Rust core for VitalLens clients and SDKs.

csiro /facial-stgraph-rppg

论文《Facial Spatiotemporal Graphs: Leveraging the 3D Facial Surface for Remote Physiological Measurement》的代码仓库

hschn58 /rPPG

Remote Photoplethysmography (rPPG) pipeline for extracting heart-rate signals from face video, with motion stabilization, spectral analysis, and multi-region validation.

thiswillbeyourgithub /SAM3-Skin-HeartRate

Visualizing blood flow from a camera feed using remote photoplethysmography and automatic skin segmentation powered by SAM 3.

rosebaekfany /SkinMap-A-Novel-Weighted-Full-Body-Skin-Segmentation

SkinMap: weighted full-body skin segmentation for robust remote photoplethysmography (CVPR 2025 DemoDiv Workshop)