Nathan Vance

According to our database, Nathan Vance authored at least 30 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

MSPM: A Multisite Physiological Monitoring Dataset for Remote Pulse, Respiration, and Blood Pressure Estimation.

Jeremy Speth, Nathan Vance, Benjamin Sporrer, Lu Niu, Patrick J. Flynn, Adam Czajka

IEEE Trans. Instrum. Meas., 2024

SiNC+: Adaptive Camera-Based Vitals with Unsupervised Learning of Periodic Signals.

Jeremy Speth, Nathan Vance, Patrick J. Flynn, Adam Czajka

CoRR, 2024

Measuring Domain Shifts using Deep Learning Remote Photoplethysmography Model Similarity.

Nathan Vance, Patrick J. Flynn

CoRR, 2024

MSPM: A Multi-Site Physiological Monitoring Dataset for Remote Pulse, Respiration, and Blood Pressure Estimation.

Jeremy Speth, Nathan Vance, Benjamin Sporrer, Lu Niu, Patrick J. Flynn, Adam Czajka

CoRR, 2024

Refining Remote Photoplethysmography Architectures using CKA and Empirical Methods.

Nathan Vance, Patrick J. Flynn

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Promoting Generalization in Cross-Dataset Remote Photoplethysmography.

Nathan Vance, Jeremy Speth, Benjamin Sporrer, Patrick J. Flynn

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Non-Contrastive Unsupervised Learning of Physiological Signals from Video.

Jeremy Speth, Nathan Vance, Patrick J. Flynn, Adam Czajka

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Full-Body Cardiovascular Sensing with Remote Photoplethysmography.

Lu Niu, Jeremy Speth, Nathan Vance, Benjamin Sporrer, Adam Czajka, Patrick J. Flynn

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Hallucinated Heartbeats: Anomaly-Aware Remote Pulse Estimation.

Jeremy Speth, Nathan Vance, Benjamin Sporrer, Lu Niu, Patrick J. Flynn, Adam Czajka

Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies, 2023

2022

Deception Detection and Remote Physiological Monitoring: A Dataset and Baseline Experimental Results.

Nathan Vance, Jeremy Speth, Siamul Karim Khan, Adam Czajka, Kevin W. Bowyer, Diane Wright, Patrick J. Flynn

IEEE Trans. Biom. Behav. Identity Sci., 2022

Digital and Physical-World Attacks on Remote Pulse Detection.

Jeremy Speth, Nathan Vance, Patrick J. Flynn, Kevin W. Bowyer, Adam Czajka

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Remote Pulse Estimation in the Presence of Face Masks.

Jeremy Speth, Nathan Vance, Patrick J. Flynn, Kevin W. Bowyer, Adam Czajka

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021

Unifying frame rate and temporal dilations for improved remote pulse detection.

Jeremy Speth, Nathan Vance, Patrick J. Flynn, Kevin W. Bowyer, Adam Czajka

Comput. Vis. Image Underst., 2021

Deception Detection and Remote Physiological Monitoring: A Dataset and Baseline Experimental Results.

Jeremy Speth, Nathan Vance, Adam Czajka, Kevin W. Bowyer, Diane Wright, Patrick J. Flynn

Proceedings of the International IEEE Joint Conference on Biometrics, 2021

2019

On Scalable and Robust Truth Discovery in Big Data Social Media Sensing Applications.

Daniel Zhang, Dong Wang, Nathan Vance, Yang Zhang, Steven Mike

IEEE Trans. Big Data, 2019

An online reinforcement learning approach to quality-cost-aware task allocation for multi-attribute social sensing.

Yang Zhang, Daniel Yue Zhang, Nathan Vance, Dong Wang

Pervasive Mob. Comput., 2019

Towards Reliability in Online High-Churn Edge Computing: A Deviceless Pipelining Approach.

Nathan Vance, Md. Tahmid Rashid, Daniel Zhang, Dong Wang

Proceedings of the IEEE International Conference on Smart Computing, 2019

EdgeBatch: Towards AI-Empowered Optimal Task Batching in Intelligent Edge Systems.

Daniel Zhang, Nathan Vance, Yang Zhang, Md. Tahmid Rashid, Dong Wang

Proceedings of the IEEE Real-Time Systems Symposium, 2019

HeteroEdge: taming the heterogeneity of edge computing system in social sensing.

Daniel Yue Zhang, Md. Tahmid Rashid, Xukun Li, Nathan Vance, Dong Wang

Proceedings of the International Conference on Internet of Things Design and Implementation, 2019

When Social Sensing Meets Edge Computing: Vision and Challenges.

Daniel Zhang, Nathan Vance, Dong Wang

Proceedings of the 28th International Conference on Computer Communication and Networks, 2019

EdgeCache: A Game-Theoretic Edge-Based Content Caching System for Crowd Video Sharing.

Nathan Vance, Daniel Zhang, Dong Wang

Proceedings of the 21st IEEE International Conference on High Performance Computing and Communications; 17th IEEE International Conference on Smart City; 5th IEEE International Conference on Data Science and Systems, 2019

Towards Optimal Incentive-Driven Verification in Social Sensing Based Smart City Applications.

Nathan Vance, Daniel Zhang, Yang Zhang, Dong Wang

Proceedings of the 21st IEEE International Conference on High Performance Computing and Communications; 17th IEEE International Conference on Smart City; 5th IEEE International Conference on Data Science and Systems, 2019

2018

Who to select: Identifying critical sources in social sensing.

Dong Wang, Nathan Vance, Chao Huang

Knowl. Based Syst., 2018

Simulating Large-Scale Social Sensing Based Edge Computing Systems with Heterogeneous Network Configurations.

Nathan Vance, Ryan Mackey, Daniel Zhang, Dong Wang

Proceedings of the 15th Annual IEEE International Conference on Sensing, 2018

Demo Abstract: Real-Time Heterogeneous Edge Computing System for Social Sensing Applications.

Daniel Zhang, Nathan Vance, Dong Wang

Proceedings of the IEEE Real-Time and Embedded Technology and Applications Symposium, 2018

Robust State Prediction with Incomplete and Noisy Measurements in Collaborative Sensing.

Daniel Zhang, Yang Zhang, Qi Li, Nathan Vance, Dong Wang

Proceedings of the 15th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2018

A Light-Weight and Quality-Aware Online Adaptive Sampling Approach for Streaming Social Sensing in Cloud Computing.

Yang Zhang, Daniel Zhang, Nathan Vance, Qi Li, Dong Wang

Proceedings of the 24th IEEE International Conference on Parallel and Distributed Systems, 2018

Privacy-Aware Edge Computing in Social Sensing Applications Using Ring Signatures.

Nathan Vance, Daniel Yue Zhang, Yang Zhang, Dong Wang

Proceedings of the 24th IEEE International Conference on Parallel and Distributed Systems, 2018

Optimizing Online Task Allocation for Multi-Attribute Social Sensing.

Yang Zhang, Daniel Zhang, Nathan Vance, Dong Wang

Proceedings of the 27th International Conference on Computer Communication and Networks, 2018

On Opinion Characterization in Social Sensing: A Multi-view Subspace Learning Approach.

Yang Zhang, Nathan Vance, Daniel Zhang, Dong Wang

Proceedings of the 14th International Conference on Distributed Computing in Sensor Systems, 2018