Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T19:55:56.088490Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 0 inbound Pith citation observations for arXiv:2507.04306.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T19:55:56.088490Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
42 of 42 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 241fed95-182c-48bd-a5b4-04f0159cd893 · outbound
Exploring Remote Physiological Signal Measurement under Dynamic Lighting Conditions at Night: Dataset, Experiment, and Analysis Camera measurement of physiological vital signs,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5e53cf46-4429-47c9-a380-1cb36050654a · outbound
Exploring Remote Physiological Signal Measurement under Dynamic Lighting Conditions at Night: Dataset, Experiment, and Analysis Non-contact video-based pulse rate measurement on a mobile service robot,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ac617b52-de4f-4a9a-a612-44ccc5a723e1 · outbound
Exploring Remote Physiological Signal Measurement under Dynamic Lighting Conditions at Night: Dataset, Experiment, and Analysis Ubfc-phys: A multimodal database for psychophysiological studies of social stress,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 8b599ad4-4fd7-4bdc-880c-318b5a941b4f · outbound
Exploring Remote Physiological Signal Measurement under Dynamic Lighting Conditions at Night: Dataset, Experiment, and Analysis Deception detection and remote physiological monitoring: A dataset and baseline experimental results,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 0cfe6c43-ed50-4a50-bb5d-943c162a6bca · outbound
Exploring Remote Physiological Signal Measurement under Dynamic Lighting Conditions at Night: Dataset, Experiment, and Analysis Near-infrared imaging photoplethysmography during driving,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 66cd4d45-b02f-4ccf-be39-c5650bbac133 · outbound
Exploring Remote Physiological Signal Measurement under Dynamic Lighting Conditions at Night: Dataset, Experiment, and Analysis Remote pho- toplethysmography for heart rate measurement: A review,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 00e24d93-0046-4a0b-8c0f-e6ba8312e175 · outbound
Exploring Remote Physiological Signal Measurement under Dynamic Lighting Conditions at Night: Dataset, Experiment, and Analysis Robust pulse rate from chrominance-based rppg,
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b28bacc0-63c2-4efa-873f-e5e361fe5aa8 · outbound
Exploring Remote Physiological Signal Measurement under Dynamic Lighting Conditions at Night: Dataset, Experiment, and Analysis Algorithmic principles of remote ppg,
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9c0c58ad-d2d2-4448-b7d6-324984e1f1a6 · outbound
Exploring Remote Physiological Signal Measurement under Dynamic Lighting Conditions at Night: Dataset, Experiment, and Analysis Advancements in non- contact, multiparameter physiological measurements using a webcam,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ab8270b8-d7f8-4eec-b1ca-81cdf6818c43 · outbound
Exploring Remote Physiological Signal Measurement under Dynamic Lighting Conditions at Night: Dataset, Experiment, and Analysis Mmpd: Multi-domain mobile video physiology dataset,
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e210e38e-a6a4-4706-a1f3-a66ecd424798 · outbound
Exploring Remote Physiological Signal Measurement under Dynamic Lighting Conditions at Night: Dataset, Experiment, and Analysis Efficientphys: Enabling simple, fast and accurate camera-based cardiac measurement,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation f89f2169-3f69-4a91-aa15-1fe0a4eb4316 · outbound
Exploring Remote Physiological Signal Measurement under Dynamic Lighting Conditions at Night: Dataset, Experiment, and Analysis Remote Photoplethysmograph Signal Measurement from Facial Videos Using Spatio-Temporal Networks
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 114bf350-1d34-4bbc-92ce-f8f962a532e6 · outbound
Exploring Remote Physiological Signal Measurement under Dynamic Lighting Conditions at Night: Dataset, Experiment, and Analysis Physformer: Facial video-based physiological measurement with temporal difference transformer,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 61917bb4-a49d-43c9-adfe-5cf531d11228 · outbound
Exploring Remote Physiological Signal Measurement under Dynamic Lighting Conditions at Night: Dataset, Experiment, and Analysis Image enhancement for remote photoplethysmography in a low-light environment,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 6922de64-8101-46a3-83b4-4b032b4dec17 · outbound
Exploring Remote Physiological Signal Measurement under Dynamic Lighting Conditions at Night: Dataset, Experiment, and Analysis Vipl-hr: A multi-modal database for pulse estimation from less-constrained face video,
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6513ada3-4a98-407b-b304-d207cb30056a · outbound
Exploring Remote Physiological Signal Measurement under Dynamic Lighting Conditions at Night: Dataset, Experiment, and Analysis Remote plethysmo- graphic imaging using ambient light
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 25659e84-33a1-42f3-8597-9581766fc237 · outbound
Exploring Remote Physiological Signal Measurement under Dynamic Lighting Conditions at Night: Dataset, Experiment, and Analysis Measuring pulse rate with a webcam,
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 93b3a5e2-b469-4268-ba9a-c529d53363fb · outbound
Exploring Remote Physiological Signal Measurement under Dynamic Lighting Conditions at Night: Dataset, Experiment, and Analysis Improved motion robustness of remote-ppg by using the blood volume pulse signature,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 2249c552-a43a-4281-9482-221add9f32cc · outbound
Exploring Remote Physiological Signal Measurement under Dynamic Lighting Conditions at Night: Dataset, Experiment, and Analysis A novel algorithm for remote photoplethysmography: Spatial subspace rotation,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 73ad37ad-a2e8-45be-83b3-50a0cec5335e · outbound
Exploring Remote Physiological Signal Measurement under Dynamic Lighting Conditions at Night: Dataset, Experiment, and Analysis Local group invariance for heart rate estimation from face videos in the wild,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 418f933c-227b-40b9-bddf-ece1261cecd3 · outbound
Exploring Remote Physiological Signal Measurement under Dynamic Lighting Conditions at Night: Dataset, Experiment, and Analysis Deepphys: Video-based physiological mea- surement using convolutional attention networks,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 699c5b87-54ac-4cb1-b3f6-71d76c90f949 · outbound
Exploring Remote Physiological Signal Measurement under Dynamic Lighting Conditions at Night: Dataset, Experiment, and Analysis Multi-task temporal shift attention networks for on-device contactless vitals measurement,
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 050e68ae-30dd-49ec-b567-ceeca5e46bf5 · outbound
Exploring Remote Physiological Signal Measurement under Dynamic Lighting Conditions at Night: Dataset, Experiment, and Analysis Tsm: Temporal shift module for efficient video understanding,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 851800f5-176e-411d-b7c6-e08db3d7e766 · outbound
Exploring Remote Physiological Signal Measurement under Dynamic Lighting Conditions at Night: Dataset, Experiment, and Analysis Bigsmall: Efficient multi-task learning for disparate spatial and temporal physiological measurements,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation fde380fa-67d2-4502-919b-b3a434878f3e · outbound
Exploring Remote Physiological Signal Measurement under Dynamic Lighting Conditions at Night: Dataset, Experiment, and Analysis Slowfast networks for video recognition,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 37e442e6-6a6e-418f-8532-7e0d4e373b85 · outbound
Exploring Remote Physiological Signal Measurement under Dynamic Lighting Conditions at Night: Dataset, Experiment, and Analysis Rtrppg: An ultra light 3dcnn for real-time remote photoplethysmography,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 47b29873-cfb2-4cb6-b9e8-c5c9e19b8284 · outbound
Exploring Remote Physiological Signal Measurement under Dynamic Lighting Conditions at Night: Dataset, Experiment, and Analysis Lstc-rppg: Long short-term convolutional network for remote photoplethysmography,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 02cba6b4-8ac3-4ec3-9c1e-92f3d122169c · outbound
Exploring Remote Physiological Signal Measurement under Dynamic Lighting Conditions at Night: Dataset, Experiment, and Analysis Jamsnet: A remote pulse extraction network based on joint attention and multi-scale fusion,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 63abbc13-6173-4065-911a-9836a27975d2 · outbound
Exploring Remote Physiological Signal Measurement under Dynamic Lighting Conditions at Night: Dataset, Experiment, and Analysis ibvp dataset: Rgb-thermal rppg dataset with high resolution signal quality labels,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 37ae6a18-80cd-466a-b443-4426fb966b4d · outbound
Exploring Remote Physiological Signal Measurement under Dynamic Lighting Conditions at Night: Dataset, Experiment, and Analysis Rhythm- former: Extracting patterned rppg signals based on periodic sparse attention,
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a891ffec-187e-416c-914f-3c305a317ae6 · outbound
Exploring Remote Physiological Signal Measurement under Dynamic Lighting Conditions at Night: Dataset, Experiment, and Analysis Spiking-physformer: camera-based remote photoplethysmography with parallel spike-driven transformer,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 03aab960-4933-453a-8779-8aab230d0cbb · outbound
Exploring Remote Physiological Signal Measurement under Dynamic Lighting Conditions at Night: Dataset, Experiment, and Analysis Synrhythm: Learning a deep heart rate estimator from general to specific,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation feac27fb-2e69-40bd-9ff6-d961fe77e117 · outbound
Exploring Remote Physiological Signal Measurement under Dynamic Lighting Conditions at Night: Dataset, Experiment, and Analysis Rhythmnet: End-to-end heart rate estimation from face via spatial-temporal representation,
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 04940c16-6729-4286-9ce1-2bfb628d8e7e · outbound
Exploring Remote Physiological Signal Measurement under Dynamic Lighting Conditions at Night: Dataset, Experiment, and Analysis Dual-gan: Joint bvp and noise modeling for remote physiological measurement,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation cf5a3019-5df7-4d99-b940-631bd5e90ea3 · outbound
Exploring Remote Physiological Signal Measurement under Dynamic Lighting Conditions at Night: Dataset, Experiment, and Analysis Un- supervised skin tissue segmentation for remote photoplethysmography,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3b69dcc9-9925-4708-9b45-1fc188d229b6 · outbound
Exploring Remote Physiological Signal Measurement under Dynamic Lighting Conditions at Night: Dataset, Experiment, and Analysis A Reproducible Study on Remote Heart Rate Measurement
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 30ce753a-7061-4427-9674-91fb36b27fb5 · outbound
Exploring Remote Physiological Signal Measurement under Dynamic Lighting Conditions at Night: Dataset, Experiment, and Analysis Generalization of Video-Based Heart Rate Estimation Methods To Low Illumination and Elevated Heart Rates
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 299c526a-eff8-457a-8805-3050667b16f6 · outbound
Exploring Remote Physiological Signal Measurement under Dynamic Lighting Conditions at Night: Dataset, Experiment, and Analysis Camera-Based HRV Prediction for Remote Learning Environments
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a5e4136e-e7d7-42e8-b452-9e5985644506 · outbound
Exploring Remote Physiological Signal Measurement under Dynamic Lighting Conditions at Night: Dataset, Experiment, and Analysis rppg-toolbox: Deep remote ppg toolbox,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 44f1ad0c-8438-454f-923e-c501ba54909c · outbound
Exploring Remote Physiological Signal Measurement under Dynamic Lighting Conditions at Night: Dataset, Experiment, and Analysis Joint face detection and alignment using multitask cascaded convolutional networks,
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f17b9194-45b0-497b-8b68-2815677a4fca · outbound
Exploring Remote Physiological Signal Measurement under Dynamic Lighting Conditions at Night: Dataset, Experiment, and Analysis A Plug-and-Play Temporal Normalization Module for Robust Remote Photoplethysmography
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cc15cc43-11be-4917-b23f-528294602deb · outbound
Exploring Remote Physiological Signal Measurement under Dynamic Lighting Conditions at Night: Dataset, Experiment, and Analysis Recovering physiological signals from facial videos: Recent advances and applications in intelligent vehicles,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
No inbound Pith citation observations are available.