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Paper Citation Record · LEDGER

Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics

As of 22 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 0 inbound Pith citation observations for arXiv:2502.04361.

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

pith.paper-citation-record.v1
2502.04361 v1

Coverage vector

measured 54 of 54 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T11:02:36.522021Z

measured 54 of 54 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

54 of 54 outbound references displayed

  • verified exact1
  • verified fuzzy48
  • unresolved5
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation bbe1f940-f1bf-4796-8e8a-d5fb85de27d2 · outbound

This paper cites Augmented and virtual reality in surgery,.

Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Augmented and virtual reality in surgery,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:02:37.065712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T11:02:36.395112Z digest=sha256:e98fed85d8ceda1e1b0fa07364f4e8d2c75957399a8b7145943405940e8016cc

Observation 8cd97b30-c497-4dbd-824b-7730beeea683 · outbound

This paper cites Immersive virtual reality exergames for persons living with dementia: User-centered design study as a multistakeholder team during the covid-19 pandemic,.

Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Immersive virtual reality exergames for persons living with dementia: User-centered design study as a multistakeholder team during the covid-19 pandemic,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:02:37.058318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T11:02:36.398033Z digest=sha256:f09ad11abb88399140abcacb6ae766cb6067b3148b0ab70b21d7feb2ac7755a4

Observation b18d2d7a-9c39-4e63-bd25-bc6b684ac821 · outbound

This paper cites Immersive virtual reality exergames to promote the well-being of community-dwelling older adults: Protocol for a mixed methods pilot study,.

Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Immersive virtual reality exergames to promote the well-being of community-dwelling older adults: Protocol for a mixed methods pilot study,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:02:37.050916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T11:02:36.400483Z digest=sha256:31a6f993d839de16f49bcc6fa663f672abfdbcacd228ebadbf5f37ef05aa0577

Observation c978d16a-5a1c-4402-82c4-f26d5992cc1e · outbound

This paper cites Canoe vr: An immersive exergame to support cognitive and physical exercises of older adults,.

Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Canoe vr: An immersive exergame to support cognitive and physical exercises of older adults,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:02:37.043610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T11:02:36.402828Z digest=sha256:48c9634b6e49d7d359d4e3bd3c6ee528772a311627fc31e0cf8d3ee3b48d5750

Observation 5f24a39d-2b0d-4d5a-91a1-6ff06945168a · outbound

This paper cites Classesinvr: An immersive vr-based classroom,.

Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Classesinvr: An immersive vr-based classroom,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:02:37.036707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T11:02:36.405550Z digest=sha256:19bf461d044b5372d5f3a00ff095ddde24e4cb22ccb28e058ef9902e44ef1f5e

Observation da582e95-fd00-4bfd-891b-072420ccb079 · outbound

This paper cites Digital transformations of classrooms in virtual reality,.

Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Digital transformations of classrooms in virtual reality,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:02:37.029494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T11:02:36.408425Z digest=sha256:21803d4baf0fb08715e4b4ea24618e8b34587a1b4542c6235b01ecef6e57be7e

Observation a832a280-6d21-49e2-9475-ecf64d5083b6 · outbound

This paper cites Exploiting object-of-interest information to understand attention in vr classrooms,.

Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Exploiting object-of-interest information to understand attention in vr classrooms,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:02:37.016308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T11:02:36.411392Z digest=sha256:7685d31514d7a4646a98cecc2e2876af1aabd8509df436d1ebdaef7e13b5c19e

Observation fdb4e56a-859b-448a-b01c-d31539366f4b · outbound

This paper cites Hasenbein, P.

Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Hasenbein, P

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:02:36.992635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T11:02:36.413884Z digest=sha256:541ae64a3cdd7d8fccbd5db9ea1a33905426cb3ffdfe3dc5de7e48bd4b90314e

Observation 0416fa5d-e6e8-4464-b0c8-b298f236e040 · outbound

This paper cites Factors affecting the effectiveness of military training in virtual reality environment,.

Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Factors affecting the effectiveness of military training in virtual reality environment,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:02:36.964772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T11:02:36.416421Z digest=sha256:995afebab4e17b1338e998c177fe8a21b193001a707da5a69bcbadf88885618a

Observation 46cb2994-619f-44ab-ba45-ce786743ba9e · outbound

This paper cites Use of virtual reality simulators for training programs in the areas of security and defense: a systematic review,.

Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Use of virtual reality simulators for training programs in the areas of security and defense: a systematic review,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:02:36.940163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T11:02:36.418935Z digest=sha256:19c2ce8c4801665024d374e19c0d6eaad639edc24f3d24a2c8de34371c67f471

Observation d52df502-3d6d-4fa6-960a-dd798ee145f3 · outbound

This paper cites Application on virtual reality for enhanced education learning, military training and sports,.

Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Application on virtual reality for enhanced education learning, military training and sports,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:02:36.933072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T11:02:36.421407Z digest=sha256:487f4582f19e89df93d9304327f44b20aa47bbf310acd4e49ebd80b4e95b4e28

Observation 4a831529-72d2-4454-b06b-376f9d7dc770 · outbound

This paper cites Defuse the training of risky tasks: Collab- orative training in xr,.

Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Defuse the training of risky tasks: Collab- orative training in xr,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:02:36.926381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T11:02:36.423956Z digest=sha256:a9a30fb027d1385fbc99855fb43a951ed972d4cfd28e01dee0fb2647b8fd6b02

Observation 4198137d-56ef-4b59-a128-7e24738b56db · outbound

This paper cites Uses of virtual reality for communication in financial services: A case study on comparing different telepresence interfaces: Virtual reality compared to video conferencing,.

Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Uses of virtual reality for communication in financial services: A case study on comparing different telepresence interfaces: Virtual reality compared to video conferencing,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:02:36.919448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T11:02:36.426490Z digest=sha256:c54c8c9fc509fce74e8a5f925b05571303b8f4eb4746df415e5ee10054f8c82b

Observation f75aa19c-dcd7-4e37-a9d8-1043ff48fc33 · outbound

This paper cites Virtual reality and the banking experience,.

Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Virtual reality and the banking experience,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:02:36.912246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T11:02:36.428997Z digest=sha256:f7d4b16051eb196e3e148bc2d6060090437bdf04d7b82101aecaa69764a7756d

Observation 81456e80-a853-4b88-96a6-1b3e53f5cd55 · outbound

This paper cites Virtually secure: A taxonomic assessment of cybersecu- rity challenges in virtual reality environments,.

Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Virtually secure: A taxonomic assessment of cybersecu- rity challenges in virtual reality environments,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:02:36.905221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T11:02:36.431392Z digest=sha256:625bfde04f4cd10758385b85ea7705eb4af3c8912286cffe97086763cf23b568

Observation 546f9827-0b57-425b-aad3-67a5400c1fb5 · outbound

This paper cites Three-dimensional password for more secure authentication,.

Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Three-dimensional password for more secure authentication,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:02:36.897896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T11:02:36.433468Z digest=sha256:46832588630ca445302ecebdee8adf69286d7c4d9d0b141be35bcaffe637c498

Observation c93dc459-15f7-4aaa-a071-58489e9beeba · outbound

This paper cites A novel 3d graphical password schema,.

Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics A novel 3d graphical password schema,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:02:36.890977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T11:02:36.435637Z digest=sha256:2e5b54571c649ab33b852b751ab8002d4c841619c45727ddc60d237211f640d1

Observation 9a554cac-9f58-4e69-b14e-8e32847a29f9 · outbound

This paper cites Leveraging 3d benefits for authentication,.

Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Leveraging 3d benefits for authentication,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:02:36.884044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T11:02:36.437560Z digest=sha256:d8d47bcfdee22f11104015bb3b24a2e343df3e2bc2f95c6f6478632da2dfc86a

Observation f6e4c601-5d7d-48b0-804d-4cc1648f3bc0 · outbound

This paper cites Gazeroomlock: Using gaze and head-pose to improve the usability and observation resistance of 3d passwords in virtual reality,.

Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Gazeroomlock: Using gaze and head-pose to improve the usability and observation resistance of 3d passwords in virtual reality,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:02:36.877110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T11:02:36.439513Z digest=sha256:409c8efb96d458a6215a599b30a52cf7e58b3e0c3c326d4faf99a70a52d85c6c

Observation 0978d262-55b9-4f9f-90cf-881aedeb8c9d · outbound

This paper cites An exploration of usable authentication mechanisms for virtual reality systems,.

Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics An exploration of usable authentication mechanisms for virtual reality systems,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:02:36.869950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T11:02:36.441515Z digest=sha256:71555d9042be0e0aacde0edb04a82a2c9c4f7232b8c03cafe99b69e889657b4d

Observation 974e11db-c9f3-4d89-bca1-926e76d55ff5 · outbound

This paper cites Seamless and secure vr: Adapting and evaluating established authentication systems for virtual reality,.

Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Seamless and secure vr: Adapting and evaluating established authentication systems for virtual reality,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:02:36.862856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T11:02:36.443554Z digest=sha256:d38fe396f43e0ecb1429fc8977288c7c0e99910d4b905bf1694c4be639134481

Observation 07460146-5f42-43bf-87fd-3ac6867abb2c · outbound

This paper cites Exploring the vulnerabilities and advantages of swipe or pattern authentication in virtual reality (vr),.

Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Exploring the vulnerabilities and advantages of swipe or pattern authentication in virtual reality (vr),

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:02:36.840888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T11:02:36.445520Z digest=sha256:ed4aafaeae7e2df8887ebb7a432cc7dfb7943046886231acd0ca49bbfb0fd800

Observation 2a3a9ff7-cbee-426c-8ec2-24ea85c7ed50 · outbound

This paper cites Lookunlock: Using spatial-targets for user-authentication on hmds,.

Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Lookunlock: Using spatial-targets for user-authentication on hmds,

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:02:36.817886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T11:02:36.447664Z digest=sha256:24ac2708d4e52556a6016ae1379365e6965ede7aa61771a99d0b787d7caca58d

Observation ac31471f-f496-4499-aee4-81962cad232e · outbound

This paper cites Investigating the third dimension for authentication in immersive virtual reality and in the real world,.

Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Investigating the third dimension for authentication in immersive virtual reality and in the real world,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:02:36.794893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T11:02:36.449628Z digest=sha256:816db218119b7494851319c31ea6e1abcbbb3f3b8dac5d9f0a3ae248f0dc82d3

Observation 4fce25e9-2318-4b2f-84de-c54f6d1624d4 · outbound

This paper cites Unsure how to authenticate on your vr headset? come on, use your head!.

Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Unsure how to authenticate on your vr headset? come on, use your head!

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:02:36.766852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T11:02:36.452070Z digest=sha256:a14b5fbb70dcff092e6302acddc71d0107ea9fe2f0de005b355879d66eb98c7a

Observation 9bee2edd-85a9-40ef-8f60-b32d943faee0 · outbound

This paper cites Task-driven biometric authentication of users in virtual reality (vr) environments,.

Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Task-driven biometric authentication of users in virtual reality (vr) environments,

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:02:36.759399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T11:02:36.454483Z digest=sha256:6c870ddc6a1f36faac6392ad83ae4c4ddf632382830a1adfa218287c9a3c5614

Observation b79b663e-95e5-4013-9b59-ac513958df55 · outbound

This paper cites Behavioural biometrics in vr: Identifying people from body motion and relations in virtual reality,.

Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Behavioural biometrics in vr: Identifying people from body motion and relations in virtual reality,

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:02:36.751498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T11:02:36.457068Z digest=sha256:480d651a559428d4c6b99dc540b96c404c3d820791f40518d7aa62ee6ca8ce5f

Observation 1f68370c-cb0a-44b5-b337-98759827aa8f · outbound

This paper cites Combining pairwise feature matches from device trajectories for biometric authentication in virtual reality environments,.

Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Combining pairwise feature matches from device trajectories for biometric authentication in virtual reality environments,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:02:36.743688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T11:02:36.459785Z digest=sha256:997c45f0a2c77c17f644ff3f741c8d11c75b426bd834b4c7b50609d239985473

Observation 98990a52-dd7f-4cdb-ab39-f6871f2141b2 · outbound

This paper cites Realtime behavior- based continual authentication of users in virtual reality environments,.

Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Realtime behavior- based continual authentication of users in virtual reality environments,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:02:36.736396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T11:02:36.462278Z digest=sha256:3d2a37876c87a9d232818fcd26a3d308fc47c19f5fecda347638df6003bd4f68

Observation c2e987fd-f38b-4de2-87f7-7cb96cfd4aae · outbound

This paper cites Knowledge-driven biometric authentication in virtual reality,.

Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Knowledge-driven biometric authentication in virtual reality,

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:02:36.727933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T11:02:36.464634Z digest=sha256:3b9272cd7d81a680aa8175ab3f9f12b2d0855569a3355c38dd43606f746f7e39

Observation 5926890f-5f4f-411d-be0c-4a7fd05d29a0 · outbound

This paper cites Rubikauth: Fast and secure authentication in virtual reality,.

Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Rubikauth: Fast and secure authentication in virtual reality,

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:02:36.720297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T11:02:36.467125Z digest=sha256:29b843df3ebcb45b9e5583d3ab569d39b540bbf6cf70f4517d73cc564ade7043

Observation 59af6452-e93f-459d-8c52-2705776a907b · outbound

This paper cites Fast and secure authentication in virtual reality using coordinated 3d manipulation and pointing,.

Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Fast and secure authentication in virtual reality using coordinated 3d manipulation and pointing,

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:02:36.713008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T11:02:36.469656Z digest=sha256:6f07aaa7e11ab7e7e068dd7d2f7d669d1b7ef9a74dd7147f858b388b05a38312

Observation 497cdd0a-76bc-4389-9a04-0081889e0120 · outbound

This paper cites Within-system and cross- system behavior-based biometric authentication in virtual reality,.

Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Within-system and cross- system behavior-based biometric authentication in virtual reality,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:02:36.704975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T11:02:36.472131Z digest=sha256:cf572196fd97dae7ca3cf60be30ee4610bbb1b60dad477e33cf9dcab01032862

Observation e8e1ec52-04a0-470b-8d2d-d5db32d267bc · outbound

This paper cites Biomove: Biometric user identification from human kinesiological movements for virtual reality systems,.

Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Biomove: Biometric user identification from human kinesiological movements for virtual reality systems,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:02:36.696184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T11:02:36.474481Z digest=sha256:fc5e14ffa52a1b780e16780ba498e1bc4330fe443cf66b1d8b1bf5cbab2b4eb5

Observation a6a4e79e-35ed-4668-9fc9-5b29659d38f6 · outbound

This paper cites Personal identifiability of user tracking data during observation of 360- degree vr video,.

Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Personal identifiability of user tracking data during observation of 360- degree vr video,

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-09T11:02:36.477031Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T11:02:36.477031Z digest=sha256:50484067c7a26c782bee5dbbd34f5eb92a259efe4647ec7e9f932314cf05109e

Observation ab348a83-fc49-45be-9574-d15cba779e58 · outbound

This paper cites Using siamese neural networks to perform cross-system behavioral authentication in virtual reality,.

Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Using siamese neural networks to perform cross-system behavioral authentication in virtual reality,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:02:36.684665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T11:02:36.479448Z digest=sha256:3249fa6330011a545d50ed1f4f292a3278cc2e3fb843ea6c5574c1ad8d08e1bf

Observation f5c11562-63c5-429d-95f2-732e59f9206b · outbound

This paper cites Understanding user identification in virtual reality through behavioral biometrics and the effect of body normal- ization,.

Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Understanding user identification in virtual reality through behavioral biometrics and the effect of body normal- ization,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:02:36.674950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T11:02:36.481420Z digest=sha256:f2e5fc84855dee0b267ba84f5e135546e0e41241ebd8e5e3ca15aff1f6dde13c

Observation ff4a2bae-b8cd-46a2-ae81-18dd7fbc52ed · outbound

This paper cites Who is alyx? a new behavioral biometric dataset for user identification in xr,.

Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Who is alyx? a new behavioral biometric dataset for user identification in xr,

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-09T11:02:36.483410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T11:02:36.483410Z digest=sha256:1b03c172ddc6b50f58d4a9e21af657b8914950ae88b246f1f134ae1d1f686877

Observation 973d193a-f1e5-453a-b7be-1be0df8fd400 · outbound

This paper cites Identifying users by their hand tracking data in augmented and virtual reality,.

Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Identifying users by their hand tracking data in augmented and virtual reality,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:02:36.662944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T11:02:36.485372Z digest=sha256:48597de5fb37cd3bea72ba0b4af994d6a7f89caed8c9dc689c71542ee346bc01

Observation 3a417d81-9196-4b58-96c9-d0b5d4695dfd · outbound

This paper cites Using motion forecasting for behavior-based virtual reality (vr) authentication,.

Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Using motion forecasting for behavior-based virtual reality (vr) authentication,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:02:36.653147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T11:02:36.487277Z digest=sha256:2c8b01547122d0a4da4774520bb446b5a87997106018955cc37ec72727438f97

Observation cd1ea040-6be5-4530-8fe7-bd0200572dbc · outbound

This paper cites Kinetic signatures: A systematic investigation of movement-based user identification in virtual reality,.

Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Kinetic signatures: A systematic investigation of movement-based user identification in virtual reality,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:02:36.644942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T11:02:36.489116Z digest=sha256:9b8f8a7340791c097aeccbfdbd87406dee0312a2e8bd2f71cc6de10aa3ce8398

Observation 31bbe382-f8f9-46a6-9ce9-238b3e24911e · outbound

This paper cites Security and Privacy in Virtual Reality: A Literature Survey.

Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Security and Privacy in Virtual Reality: A Literature Survey

Reference 42

Resolution
verified exact
local_arxiv, observed 2026-08-09T11:02:36.554754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T11:02:36.491072Z digest=sha256:2577909c69d38137c75dd6a1147b65af132f89a0532ed7aca865395b65a2dcac

Observation 3551fb9f-5c50-4dac-b4b3-41772653986f · outbound

This paper cites Sok: Authentication in augmented and virtual reality,.

Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Sok: Authentication in augmented and virtual reality,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:02:36.637299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T11:02:36.493435Z digest=sha256:651fef7a595440135ac19cc0b1f7662f59c267fcf3e9f66a79a5e86a90562694

Observation 97578d9d-ba88-4798-a3aa-f831f4e6f997 · outbound

This paper cites Realtime multi-person 2d pose estimation using part affinity fields,.

Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Realtime multi-person 2d pose estimation using part affinity fields,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:02:36.629326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T11:02:36.496267Z digest=sha256:4d2377990fec01e5d3ac7dfa0484599a493bfe8d8f34a375e25872b9a3b611f8

Observation 3c4cfa2f-1a00-4299-9cb7-49726e764670 · outbound

This paper cites Attention is all you need,.

Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Attention is all you need,

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-09T11:02:36.498759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T11:02:36.498759Z digest=sha256:6061f1d0b5a1494fe446a09927dc22d77892be31ff5172ba2e52f8989ef7fcad

Observation 55476099-b9a9-4789-a188-1c79e9ada4f6 · outbound

This paper cites an unresolved cited work.

Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-09T11:02:36.617448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T11:02:36.501195Z digest=sha256:b7f675fbfee49e084eb6510fde21a6c2dc05e22a4582b6f92fe176d5f20fbf4d

Observation 6ebf7812-16ef-4d41-a1d5-f8f244a5ebbe · outbound

This paper cites Combining real-world constraints on user behavior with deep neural networks for virtual reality (vr) biometrics,.

Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Combining real-world constraints on user behavior with deep neural networks for virtual reality (vr) biometrics,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:02:36.610287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T11:02:36.504675Z digest=sha256:718a3238e76db79565b7a54492de99ee807cf5da88499da1de038d72ae0f98f7

Observation 90fefbe5-4c8c-4aaa-ad81-0913691555ec · outbound

This paper cites Using gaze behavior and head orientation for implicit identification in virtual reality,.

Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Using gaze behavior and head orientation for implicit identification in virtual reality,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:02:36.602576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T11:02:36.507189Z digest=sha256:36c93ed93ba229db6ffea2ca59a81b9337b2171f3e39100550194f2817c50bce

Observation 6b0ef4eb-75f6-4926-9cb9-14ae77217ed0 · outbound

This paper cites Evaluating deep networks for detecting user familiarity with vr from hand interactions,.

Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Evaluating deep networks for detecting user familiarity with vr from hand interactions,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:02:36.594977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T11:02:36.509761Z digest=sha256:7843fa7c4e08dc00128a6ff2baca7352ea2bc474afe1218884bffe42fb2fda94

Observation 8a173697-7bca-48be-8fca-4c524ccc3de9 · outbound

This paper cites Pinchkey: A natural and user-friendly approach to vr user authentication,.

Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Pinchkey: A natural and user-friendly approach to vr user authentication,

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:02:36.587691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T11:02:36.512164Z digest=sha256:7cacc7714a039a7abd397808c24b177415cb51ca69c4634cec1b0a02e9751644

Observation 9f66cadb-fb3f-45ca-acf6-46146032a631 · outbound

This paper cites Exploring the stability of behavioral biometrics in virtual reality in a remote field study: Towards implicit and continuous user identification through body movements,.

Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Exploring the stability of behavioral biometrics in virtual reality in a remote field study: Towards implicit and continuous user identification through body movements,

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:02:36.580092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T11:02:36.514608Z digest=sha256:c02538d9d4e2b79cb8aef8730a4134e4f0760262319e4466e3d06dec72b5c453

Observation feba0e4f-2886-413f-ac86-28c3a85c7bbb · outbound

This paper cites Informer: Beyond efficient transformer for long sequence time-series forecasting,.

Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Informer: Beyond efficient transformer for long sequence time-series forecasting,

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:02:36.571831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T11:02:36.517137Z digest=sha256:796c617050b6426530be96065918b2848b11d6e7215ba4a3ff3e55b6d3869356

Observation 3ac43390-f1d1-4d15-9ff5-214468e886b3 · outbound

This paper cites Time series classification from scratch with deep neural networks: A strong baseline,.

Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics Time series classification from scratch with deep neural networks: A strong baseline,

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:02:36.563430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T11:02:36.519667Z digest=sha256:396a892bad5586c7c079193e11c33a4dec720344f9bcdc9d681f58698687966c

Observation c7ba6814-d0b1-4e9b-9d0c-02833d5544c0 · outbound

This paper cites RTMPose: Real-Time Multi-Person Pose Estimation based on MMPose.

Predicting 3D Motion from 2D Video for Behavior-Based VR Biometrics RTMPose: Real-Time Multi-Person Pose Estimation based on MMPose

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-09T11:02:36.522021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T11:02:36.522021Z digest=sha256:1f57a648d82fea1002d521b8c93edb242a883be5d47077219fe112cc4611c7f2

Pith citing papers

No inbound Pith citation observations are available.