Paper Citation Record · LEDGER

Combining Facial Videos and Biosignals for Stress Estimation During Driving

As of 10 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 1 inbound Pith citation observation for arXiv:2601.04376.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2601.04376 v3

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-16T16:20:17.523755Z

measured 44 of 44 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T09:23:21.770780Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

43 of 43 outbound references displayed

verified exact7
verified fuzzy26
unresolved8
parse uncertain0
malformed identifier1
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7a0ff997-6fcf-4e05-92db-6f08b4e9186a · outbound

This paper cites an unresolved cited work.

Combining Facial Videos and Biosignals for Stress Estimation During Driving Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-05-16T16:21:05.981658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b4cf3c07-5db0-44cc-9c21-1c038b78eccf · outbound

This paper cites IEEE Transactions on Affective Computing16(3), 1787–1801 (2025).https://doi.org/ 10.1109/TAFFC.2025.3539003.

Combining Facial Videos and Biosignals for Stress Estimation During Driving IEEE Transactions on Affective Computing16(3), 1787–1801 (2025).https://doi.org/ 10.1109/TAFFC.2025.3539003

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-16T16:21:05.521232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f2375d47-c61c-4e4d-8764-777d7820c60a · outbound

This paper cites Ferrari, L.: Stressid: a multimodal dataset for stress identification.

Combining Facial Videos and Biosignals for Stress Estimation During Driving Ferrari, L.: Stressid: a multimodal dataset for stress identification

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T16:21:05.983560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 50e8f7a5-72c3-4390-b3a1-9e48a39f74db · outbound

This paper cites In: CVPR.

Combining Facial Videos and Biosignals for Stress Estimation During Driving In: CVPR

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T16:21:05.973703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5fd4653f-f02a-4c74-a59b-97a396236b96 · outbound

This paper cites Acta Psychologica255(2025).

Combining Facial Videos and Biosignals for Stress Estimation During Driving Acta Psychologica255(2025)

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T16:21:05.979602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d1dbaffb-db94-4146-844a-efcf69882128 · outbound

This paper cites SIGGRAPH40(8) (2021).

Combining Facial Videos and Biosignals for Stress Estimation During Driving SIGGRAPH40(8) (2021)

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T16:21:05.975830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 27ffe9b7-410e-474b-927c-410694ca86e4 · outbound

This paper cites Visual Speech-Aware Perceptual 3D Facial Expression Reconstruction from Videos.

Combining Facial Videos and Biosignals for Stress Estimation During Driving Visual Speech-Aware Perceptual 3D Facial Expression Reconstruction from Videos

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-16T16:21:05.688870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e91ef4cf-cafe-4bb1-863a-2ffb3ac29cf6 · outbound

This paper cites Sensors19(17) (2019).

Combining Facial Videos and Biosignals for Stress Estimation During Driving Sensors19(17) (2019)

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T16:21:05.977741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ce5029e0-8a24-40c2-962d-5edc7f6f4110 · outbound

This paper cites Biomedical Signal Processing and Control31, 89–101 (2017).

Combining Facial Videos and Biosignals for Stress Estimation During Driving Biomedical Signal Processing and Control31, 89–101 (2017)

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T16:21:05.916710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 988431a0-b939-4487-bce1-a5eb6c8af9eb · outbound

This paper cites IEEE Trans.

Combining Facial Videos and Biosignals for Stress Estimation During Driving IEEE Trans

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T16:21:05.949295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e1b162ca-8a46-457f-92cf-7e25527934ef · outbound

This paper cites an unresolved cited work.

Combining Facial Videos and Biosignals for Stress Estimation During Driving Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-05-16T16:21:05.922392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7ab3545e-52d5-4588-bba7-ff610a738070 · outbound

This paper cites an unresolved cited work.

Combining Facial Videos and Biosignals for Stress Estimation During Driving Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-05-16T16:21:05.945964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ea4fcb01-a565-436e-aa73-ff8d052038e0 · outbound

This paper cites an unresolved cited work.

Combining Facial Videos and Biosignals for Stress Estimation During Driving Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-05-16T16:21:05.918798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f0a8875a-2033-4b3d-9afc-d9c0da8cb7c3 · outbound

This paper cites IEEE Transactions on Affective Computing15(3), 769–786 (2024).

Combining Facial Videos and Biosignals for Stress Estimation During Driving IEEE Transactions on Affective Computing15(3), 769–786 (2024)

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-16T16:21:05.529297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7d75f28f-077f-490a-83af-c7a81b4d1088 · outbound

This paper cites Engineering Proceedings2(1) (2020).

Combining Facial Videos and Biosignals for Stress Estimation During Driving Engineering Proceedings2(1) (2020)

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T16:21:05.951534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ac30791d-f60b-4360-a5b7-6523f7190390 · outbound

This paper cites In: 2022 International Conference on Computational Science and Com- putational Intelligence (CSCI).

Combining Facial Videos and Biosignals for Stress Estimation During Driving In: 2022 International Conference on Computational Science and Com- putational Intelligence (CSCI)

Reference 16

Resolution: malformed identifier; arxiv_id, observed 2026-05-16T16:21:05.685422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4ce2d6be-e99b-4158-853e-e70f945369bb · outbound

This paper cites In: Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing Systems.

Combining Facial Videos and Biosignals for Stress Estimation During Driving In: Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing Systems

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-16T16:21:05.538611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4defe132-48ee-4b11-972d-351d027a8299 · outbound

This paper cites In: Int’l Conf.

Combining Facial Videos and Biosignals for Stress Estimation During Driving In: Int’l Conf

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T16:21:05.943842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1ddd446b-4cbe-4812-a70b-b5d9696988de · outbound

This paper cites In: WACV.

Combining Facial Videos and Biosignals for Stress Estimation During Driving In: WACV

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T16:21:05.966012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 01376f99-3202-41aa-8127-932ab02dacf9 · outbound

This paper cites Sensors21(22) (2021).

Combining Facial Videos and Biosignals for Stress Estimation During Driving Sensors21(22) (2021)

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T16:21:05.960407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a08eae18-f3db-4a72-9373-34b106e9efed · outbound

This paper cites In: ICMI (2014).

Combining Facial Videos and Biosignals for Stress Estimation During Driving In: ICMI (2014)

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T16:21:05.956048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3654e8d2-3253-4730-ac23-6ac808a14945 · outbound

This paper cites in the wild.

Combining Facial Videos and Biosignals for Stress Estimation During Driving in the wild

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T16:21:05.935049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 948c8aa9-48e1-4f8e-9a8b-3ae20cc303c0 · outbound

This paper cites In: 2025 Third International Conference on Networks, Multime- dia and Information Technology (NMITCON).

Combining Facial Videos and Biosignals for Stress Estimation During Driving In: 2025 Third International Conference on Networks, Multime- dia and Information Technology (NMITCON)

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-16T16:21:05.533820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4cbacf1f-4927-4832-b168-e907e66a2fdf · outbound

This paper cites an unresolved cited work.

Combining Facial Videos and Biosignals for Stress Estimation During Driving Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-05-16T16:21:05.937328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation fb83b652-9298-47e1-80f9-2e6d82123739 · outbound

This paper cites IEEE Trans.

Combining Facial Videos and Biosignals for Stress Estimation During Driving IEEE Trans

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T16:21:05.953470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b0ce3bd4-0815-41f5-b6b7-57f163d17c8b · outbound

This paper cites an unresolved cited work.

Combining Facial Videos and Biosignals for Stress Estimation During Driving Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-05-16T16:21:05.941550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation be2b24b2-f5aa-411e-8677-4562b6e16da5 · outbound

This paper cites Expert Systems with Applications234, 121066 (2023).

Combining Facial Videos and Biosignals for Stress Estimation During Driving Expert Systems with Applications234, 121066 (2023)

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T16:21:05.962411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ad058e9b-e1b1-4720-8584-8117040301f3 · outbound

This paper cites Engineering Applications of Artificial Intelligence161, 112265 (2025).

Combining Facial Videos and Biosignals for Stress Estimation During Driving Engineering Applications of Artificial Intelligence161, 112265 (2025)

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-05-16T16:21:05.542696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c2e2df08-1b59-4515-806b-71d378d72d8f · outbound

This paper cites Scientific Reports6, 25651 (05 2016).

Combining Facial Videos and Biosignals for Stress Estimation During Driving Scientific Reports6, 25651 (05 2016)

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T16:21:05.971698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation bd7e59a9-004e-4fb9-8085-f34d7222ba44 · outbound

This paper cites IEEE Trans.

Combining Facial Videos and Biosignals for Stress Estimation During Driving IEEE Trans

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T16:21:05.967934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d7883f31-5d1a-425b-babb-fc0999969124 · outbound

This paper cites In: CVPR (Jun 2019).

Combining Facial Videos and Biosignals for Stress Estimation During Driving In: CVPR (Jun 2019)

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T16:21:05.969593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 88333ba0-e512-4abf-a28c-903b05218da6 · outbound

This paper cites In: ICMI.

Combining Facial Videos and Biosignals for Stress Estimation During Driving In: ICMI

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T16:21:05.964132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a96ef0c2-3ad2-4121-a1bc-175179dadd97 · outbound

This paper cites an unresolved cited work.

Combining Facial Videos and Biosignals for Stress Estimation During Driving Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-05-16T16:21:05.924124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation fda3af0f-47bf-4580-9998-d20242a55790 · outbound

This paper cites an unresolved cited work.

Combining Facial Videos and Biosignals for Stress Estimation During Driving Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-05-16T16:21:05.920550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6b6b84b6-0cfd-4442-978c-317c3e562598 · outbound

This paper cites ICASSP4(1999).

Combining Facial Videos and Biosignals for Stress Estimation During Driving ICASSP4(1999)

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T16:21:05.914629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d84224dd-233d-463e-85f8-13db419c335d · outbound

This paper cites Scientific Data4, 170110 (08 2017).

Combining Facial Videos and Biosignals for Stress Estimation During Driving Scientific Data4, 170110 (08 2017)

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T16:21:05.930090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f37af3bd-9b8f-493e-b6db-7ba246719e3d · outbound

This paper cites Journal of Transport and Health31, 101649 (2023).https://doi.org/https://doi.org/10.

Combining Facial Videos and Biosignals for Stress Estimation During Driving Journal of Transport and Health31, 101649 (2023).https://doi.org/https://doi.org/10

Reference 37

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T16:21:05.681711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a2b33c69-55ef-4249-b5bc-9fec3dcc5289 · outbound

This paper cites Applied Sciences 11(11) (2021).

Combining Facial Videos and Biosignals for Stress Estimation During Driving Applied Sciences 11(11) (2021)

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T16:21:05.932781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 75f6bb41-550c-4516-afa3-4a5695829f6c · outbound

This paper cites In: CBMI.

Combining Facial Videos and Biosignals for Stress Estimation During Driving In: CBMI

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T16:21:05.939495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ad1d8f77-c369-4f80-8472-432ca831ae22 · outbound

This paper cites IEEE Trans.

Combining Facial Videos and Biosignals for Stress Estimation During Driving IEEE Trans

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T16:21:05.927938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 741bddae-1757-467a-a129-481765379da0 · outbound

This paper cites an unresolved cited work.

Combining Facial Videos and Biosignals for Stress Estimation During Driving Unresolved cited work

Reference 41

Resolution: verified exact; doi, observed 2026-05-16T16:21:05.545294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation af9160f4-f094-4b01-bab4-ecc93480d3f7 · outbound

This paper cites IEEE Journal of Biomedical and Health Informatics28(9), 5335–5346 (2024).

Combining Facial Videos and Biosignals for Stress Estimation During Driving IEEE Journal of Biomedical and Health Informatics28(9), 5335–5346 (2024)

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T16:21:05.926146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9bd60a1b-904b-4e66-982a-7013f858bba6 · outbound

This paper cites Sensors20(19) (2020).

Combining Facial Videos and Biosignals for Stress Estimation During Driving Sensors20(19) (2020)

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T16:21:05.958269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Pith citing papers

Observation acf609ab-6aa1-403f-aae6-bdf4fde30dde · inbound

Explainable graph attention network for stress recognition (StressGAT) via differential action units cites this paper.

Explainable graph attention network for stress recognition (StressGAT) via differential action units Combining Facial Videos and Biosignals for Stress Estimation During Driving

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T09:23:21.770780Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.