Paper Citation Record · LEDGER

VORTEX: A Spatial Computing Framework for Optimized Drone Telemetry Extraction from First-Person View Flight Data

As of 17 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 0 inbound Pith citation observations for arXiv:2412.18505.

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

pith.paper-citation-record.v1
2412.18505 v2

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T04:47:03.484769Z

measured 31 of 31 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+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

31 of 31 outbound references displayed

verified exact8
verified fuzzy4
unresolved12
parse uncertain0
malformed identifier1
metadata mismatch6

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8cdc85b2-a203-4655-a5fd-b69e3c4d36f2 · outbound

This paper cites Artificial Intelligence, Drone Swarming and Escalation Risks in Future Warfare,.

VORTEX: A Spatial Computing Framework for Optimized Drone Telemetry Extraction from First-Person View Flight Data Artificial Intelligence, Drone Swarming and Escalation Risks in Future Warfare,

Reference 1

Resolution: verified exact; raw_fallback, observed 2026-08-11T04:47:05.249560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 872f06f5-088e-4388-8dc5-10927b67a59e · outbound

This paper cites The proliferation of drones to violent nonstate actors: Defence Studies: Vol 21, No 1.

VORTEX: A Spatial Computing Framework for Optimized Drone Telemetry Extraction from First-Person View Flight Data The proliferation of drones to violent nonstate actors: Defence Studies: Vol 21, No 1

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:47:05.308515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ee43c1c6-1758-4ce9-9d85-a417f616adc3 · outbound

This paper cites Multifaceted applicability of drones: A review,.

VORTEX: A Spatial Computing Framework for Optimized Drone Telemetry Extraction from First-Person View Flight Data Multifaceted applicability of drones: A review,

Reference 3

Resolution: metadata mismatch; raw_fallback, observed 2026-08-11T04:47:05.070671Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f4402044-e42f-4de1-bd31-a30ae3849764 · outbound

This paper cites Drone GPS data analysis for flight path reconstruction: A study on DJI, Parrot & Yuneec make drones,.

VORTEX: A Spatial Computing Framework for Optimized Drone Telemetry Extraction from First-Person View Flight Data Drone GPS data analysis for flight path reconstruction: A study on DJI, Parrot & Yuneec make drones,

Reference 4

Resolution: metadata mismatch; raw_fallback, observed 2026-08-11T04:47:04.992966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 418ba7b7-871b-4e21-9b03-4a1a50610b78 · outbound

This paper cites Drone Forensics: A Detailed Analysis of Emerging DJI Models,.

VORTEX: A Spatial Computing Framework for Optimized Drone Telemetry Extraction from First-Person View Flight Data Drone Forensics: A Detailed Analysis of Emerging DJI Models,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T04:47:03.370391Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5eb9efa-cdba-4a61-a8c5-fc2a9cdb8387 · outbound

This paper cites MMOCR: A Comprehensive Toolbox for Text Detection, Recognition and Understanding,.

VORTEX: A Spatial Computing Framework for Optimized Drone Telemetry Extraction from First-Person View Flight Data MMOCR: A Comprehensive Toolbox for Text Detection, Recognition and Understanding,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T04:47:03.374741Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 799b05e4-0b1c-4d55-b450-2d417c7d3b2a · outbound

This paper cites Comprehensive Assessment of OCR Tools for Gene Name Recognition in Biological Pathway Figures,.

VORTEX: A Spatial Computing Framework for Optimized Drone Telemetry Extraction from First-Person View Flight Data Comprehensive Assessment of OCR Tools for Gene Name Recognition in Biological Pathway Figures,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T04:47:03.379463Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04306e03-afb6-425e-b8f8-8882ea71feb7 · outbound

This paper cites Analysis and Deployment of an OCR— SSD Deep Learning Technique for Real-Time Active Car Tracking and Positioning on a Quadrotor,.

VORTEX: A Spatial Computing Framework for Optimized Drone Telemetry Extraction from First-Person View Flight Data Analysis and Deployment of an OCR— SSD Deep Learning Technique for Real-Time Active Car Tracking and Positioning on a Quadrotor,

Reference 8

Resolution: verified exact; doi, observed 2026-08-11T04:47:03.602279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation feffa20f-ec37-41bf-aec3-300f03fa5a7d · outbound

This paper cites Automated License Plate Detection and Recognition using YOLOv8 and OCR With Tello Drone Camera,.

VORTEX: A Spatial Computing Framework for Optimized Drone Telemetry Extraction from First-Person View Flight Data Automated License Plate Detection and Recognition using YOLOv8 and OCR With Tello Drone Camera,

Reference 9

Resolution: verified exact; raw_fallback, observed 2026-08-11T04:47:04.678143Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 5eb5766f-940d-4729-b9dd-9872bb3efdb7 · outbound

This paper cites Number Plate Detection Using Drone Surveillance,.

VORTEX: A Spatial Computing Framework for Optimized Drone Telemetry Extraction from First-Person View Flight Data Number Plate Detection Using Drone Surveillance,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T04:47:03.393188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 943d86d4-1cac-45b5-a7eb-1fdc84b89112 · outbound

This paper cites Deep Learning-Powered Ship IMO Number Identification on UAV Imagery,.

VORTEX: A Spatial Computing Framework for Optimized Drone Telemetry Extraction from First-Person View Flight Data Deep Learning-Powered Ship IMO Number Identification on UAV Imagery,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T04:47:03.397938Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b2d5b08-3809-4939-b068-d0bc4006bb46 · outbound

This paper cites Extracting dashcam telemetry data for predicting energy use of electric vehicles,.

VORTEX: A Spatial Computing Framework for Optimized Drone Telemetry Extraction from First-Person View Flight Data Extracting dashcam telemetry data for predicting energy use of electric vehicles,

Reference 12

Resolution: metadata mismatch; raw_fallback, observed 2026-08-11T04:47:04.472374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a27963f1-050b-44d2-a9c6-ebf654424f66 · outbound

This paper cites Optical character recognition (OCR) solution for capturing data from legacy manufacturing machines,.

VORTEX: A Spatial Computing Framework for Optimized Drone Telemetry Extraction from First-Person View Flight Data Optical character recognition (OCR) solution for capturing data from legacy manufacturing machines,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:47:05.293835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 1c8010a2-62e5-4c34-bc76-f9032e833059 · outbound

This paper cites Adaptive Real-Time Data Collection Device to Centralize Mechanical Ventilator Monitoring using Pytesseract-OCR | IEEE Conference Publication | IEEE Xplore.

VORTEX: A Spatial Computing Framework for Optimized Drone Telemetry Extraction from First-Person View Flight Data Adaptive Real-Time Data Collection Device to Centralize Mechanical Ventilator Monitoring using Pytesseract-OCR | IEEE Conference Publication | IEEE Xplore

Reference 14

Resolution: verified exact; raw_fallback, observed 2026-08-11T04:47:04.396041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a8018b7f-3841-41e5-896f-729be73a1b82 · outbound

This paper cites Available: http://eprints.utar.edu.my/3486/.

VORTEX: A Spatial Computing Framework for Optimized Drone Telemetry Extraction from First-Person View Flight Data Available: http://eprints.utar.edu.my/3486/

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:47:05.279375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f97ef06e-0f12-47d7-a0cc-0661797e7dc2 · outbound

This paper cites Design and implementation of centralized reading system on analog postpaid water meter,.

VORTEX: A Spatial Computing Framework for Optimized Drone Telemetry Extraction from First-Person View Flight Data Design and implementation of centralized reading system on analog postpaid water meter,

Reference 16

Resolution: verified exact; doi, observed 2026-08-11T04:47:03.587241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 2282b027-f180-4454-a0b3-f3523e7dc116 · outbound

This paper cites OCR-based Solution for The Integration of Legacy And-Or Non-Electric Counters in Cloud Smart Grids,.

VORTEX: A Spatial Computing Framework for Optimized Drone Telemetry Extraction from First-Person View Flight Data OCR-based Solution for The Integration of Legacy And-Or Non-Electric Counters in Cloud Smart Grids,

Reference 17

Resolution: metadata mismatch; raw_fallback, observed 2026-08-11T04:47:04.315580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 14a689b0-c8ca-47ec-9790-649912bf7f0f · outbound

This paper cites Survey of Post-OCR Processing Approaches,.

VORTEX: A Spatial Computing Framework for Optimized Drone Telemetry Extraction from First-Person View Flight Data Survey of Post-OCR Processing Approaches,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T04:47:03.434673Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2bcf4ce9-a078-456b-a9f3-01551b5bf1cc · outbound

This paper cites Image Preprocessing for Improving OCR Accuracy,.

VORTEX: A Spatial Computing Framework for Optimized Drone Telemetry Extraction from First-Person View Flight Data Image Preprocessing for Improving OCR Accuracy,

Reference 19

Resolution: metadata mismatch; raw_fallback, observed 2026-08-11T04:47:04.232970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation deee2198-2bca-484f-b402-4f37bfd682ba · outbound

This paper cites A Multispectral Automated Transfer Technique (MATT) for Machine-Driven Image Labeling Utilizing the Segment Anything Model (SAM),.

VORTEX: A Spatial Computing Framework for Optimized Drone Telemetry Extraction from First-Person View Flight Data A Multispectral Automated Transfer Technique (MATT) for Machine-Driven Image Labeling Utilizing the Segment Anything Model (SAM),

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T04:47:03.443690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f857022c-b608-4b36-b7aa-69b167a81cfb · outbound

This paper cites Assessing thermal imagery integration into object detection methods on air-based collection platforms,.

VORTEX: A Spatial Computing Framework for Optimized Drone Telemetry Extraction from First-Person View Flight Data Assessing thermal imagery integration into object detection methods on air-based collection platforms,

Reference 21

Resolution: malformed identifier; doi_truncated, observed 2026-08-11T04:47:03.562410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 96a17e1d-4272-41b8-b793-e60f78ef52cb · outbound

This paper cites OCR Using Computer Vision and Machine Learning,.

VORTEX: A Spatial Computing Framework for Optimized Drone Telemetry Extraction from First-Person View Flight Data OCR Using Computer Vision and Machine Learning,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-11T04:47:03.452653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8cca88b-4064-4f7c-973e-521da6a86158 · outbound

This paper cites Evaluating the Performance of Different Text Detection and Recognition Models for Tyre Text,.

VORTEX: A Spatial Computing Framework for Optimized Drone Telemetry Extraction from First-Person View Flight Data Evaluating the Performance of Different Text Detection and Recognition Models for Tyre Text,

Reference 23

Resolution: verified exact; raw_fallback, observed 2026-08-11T04:47:04.076524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 0a27828d-38ae-41d5-957a-8f62cd0bee5c · outbound

This paper cites A Survey of Deep Learning Approaches for OCR and Document Understanding.

VORTEX: A Spatial Computing Framework for Optimized Drone Telemetry Extraction from First-Person View Flight Data A Survey of Deep Learning Approaches for OCR and Document Understanding

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T04:47:03.461774Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8899002d-afbc-41b3-bc6e-5269d264c925 · outbound

This paper cites Comparative analysis of machine learning algorithms in OCR,.

VORTEX: A Spatial Computing Framework for Optimized Drone Telemetry Extraction from First-Person View Flight Data Comparative analysis of machine learning algorithms in OCR,

Reference 25

Resolution: verified exact; raw_fallback, observed 2026-08-11T04:47:03.972768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation fb840571-af0d-4332-811d-7d76ceea83d8 · outbound

This paper cites Surveying You Only Look Once (YOLO) Multispectral Object Detection Advancements, Applications, and Challenges,.

VORTEX: A Spatial Computing Framework for Optimized Drone Telemetry Extraction from First-Person View Flight Data Surveying You Only Look Once (YOLO) Multispectral Object Detection Advancements, Applications, and Challenges,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-11T04:47:03.475778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f1e1ba6-1033-437a-838f-b99b96b37785 · outbound

This paper cites Text Extraction and Detection from Images using Machine Learning Techniques: A Research Review,.

VORTEX: A Spatial Computing Framework for Optimized Drone Telemetry Extraction from First-Person View Flight Data Text Extraction and Detection from Images using Machine Learning Techniques: A Research Review,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:47:05.264292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e9f23cf0-497f-4cde-8891-4c9741be31f9 · outbound

This paper cites Computer vision and optical character recognition for the classification of batteries from WEEE,.

VORTEX: A Spatial Computing Framework for Optimized Drone Telemetry Extraction from First-Person View Flight Data Computer vision and optical character recognition for the classification of batteries from WEEE,

Reference 28

Resolution: verified exact; doi, observed 2026-08-11T04:47:03.521315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c1f76f6a-7c16-4b7b-a294-842e2e5eb081 · outbound

This paper cites Multi-Device Universal Automation Data Acquisition and Integration System,.

VORTEX: A Spatial Computing Framework for Optimized Drone Telemetry Extraction from First-Person View Flight Data Multi-Device Universal Automation Data Acquisition and Integration System,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-11T04:47:03.480319Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 959b16ff-7c0f-453e-a1ef-e7e9cf943b42 · outbound

This paper cites an unresolved cited work.

VORTEX: A Spatial Computing Framework for Optimized Drone Telemetry Extraction from First-Person View Flight Data Unresolved cited work

Reference 1207

Resolution: unresolved; no resolver link, observed 2026-08-11T04:47:03.471451Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5e9d629-aebb-4eb5-9771-71d81eeb6055 · outbound

This paper cites an unresolved cited work.

VORTEX: A Spatial Computing Framework for Optimized Drone Telemetry Extraction from First-Person View Flight Data Unresolved cited work

Reference 2024

Resolution: metadata mismatch; raw_fallback, observed 2026-08-11T04:47:05.148216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Pith citing papers

No inbound Pith citation observations are available.