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Paper Citation Record · LEDGER

A Benchmark Reference for ESP32-CAM Module

As of 8 August 2026, this Paper Citation Record lists 23 of 23 outbound references and 0 inbound Pith citation observations for arXiv:2505.24081.

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

pith.paper-citation-record.v1
2505.24081 v1

Coverage vector

measured 23 of 23 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:38:39.786880Z

measured 23 of 23 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

23 of 23 outbound references displayed

  • verified exact1
  • verified fuzzy20
  • unresolved1
  • parse uncertain1
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0bbf9b21-1e38-4c21-9b4a-efc5856be7f0 · outbound

This paper cites Protothread and cooperative multitasking scheduler on the arduino framework,.

A Benchmark Reference for ESP32-CAM Module Protothread and cooperative multitasking scheduler on the arduino framework,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:38:45.988668Z

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.

source=pdf_text observed=2026-08-07T12:38:35.756190Z digest=sha256:4d47208260d81b67939a79b34f0c2c39cdc22dfbd1c1deb6688ff3065e838cb2

Observation e87db28b-ea4e-47b3-922f-3a607b806d51 · outbound

This paper cites Esp32-cam documentation.

A Benchmark Reference for ESP32-CAM Module Esp32-cam documentation

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:38:45.699177Z

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.

source=pdf_text observed=2026-08-07T12:38:36.865268Z digest=sha256:4cc089e720aa03e3b0b405cc1cec8154ad426effb9c0dc90d726d28bc1c7bc89

Observation 601f59ef-8476-4f85-b6d1-4ff56fb50ba0 · outbound

This paper cites fix(logging): incorrect fps logging.

A Benchmark Reference for ESP32-CAM Module fix(logging): incorrect fps logging

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:38:45.376379Z

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.

source=pdf_text observed=2026-08-07T12:38:37.034367Z digest=sha256:1ee70577a04fbdf3cd16647961de5e80290382e914aa8c5deaf2be1cf961b046

Observation c19855db-2517-45b2-b00b-e4ed88a69870 · outbound

This paper cites Esp32-cam performance reference benchmark.

A Benchmark Reference for ESP32-CAM Module Esp32-cam performance reference benchmark

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:38:45.070151Z

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.

source=pdf_text observed=2026-08-07T12:38:37.206973Z digest=sha256:fe021129adda7bd6e1008bf107f5f39b7b28658331e0678d7ae74504b7fb69c0

Observation 1e0e2d31-c29f-4c31-b227-9ace0136d7d1 · outbound

This paper cites an unresolved cited work.

A Benchmark Reference for ESP32-CAM Module Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:38:44.772328Z

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.

source=pdf_text observed=2026-08-07T12:38:37.366584Z digest=sha256:810683aebca89f5b182fa6027d97dc84a0d9cfc3f36a6e1ac0fefb1342ae42dc

Observation 2b3e51c2-21f9-471a-a01d-b4f76f413a1a · outbound

This paper cites Coding arduino programming language: A comprehensive guide,.

A Benchmark Reference for ESP32-CAM Module Coding arduino programming language: A comprehensive guide,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:38:44.175751Z

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.

source=pdf_text observed=2026-08-07T12:38:37.591790Z digest=sha256:20146f89630401cd15b8dcf8b3aca37710b5594852ad4246efc829437330db22

Observation 4985e5d3-e2aa-4f34-9d6c-ac25ec388fc3 · outbound

This paper cites An experimental comparison of arduino ide compatible platforms for digital control and data acquisition applications,.

A Benchmark Reference for ESP32-CAM Module An experimental comparison of arduino ide compatible platforms for digital control and data acquisition applications,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:38:43.954218Z

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.

source=pdf_text observed=2026-08-07T12:38:37.746128Z digest=sha256:be97985b550941d8284456180d21603f179591b6a66c2e9e1a2ad56e01c708be

Observation 52f9be00-7950-4dab-b876-fddeef595319 · outbound

This paper cites About node-red,.

A Benchmark Reference for ESP32-CAM Module About node-red,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:38:43.703113Z

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.

source=pdf_text observed=2026-08-07T12:38:37.911913Z digest=sha256:fdd07a60f33b876fe483b1fef99c495048ced36071f15001e9f936f089bff6b2

Observation db33068a-c0ff-4493-a391-93ecc8b0853a · outbound

This paper cites Chicken health detection system using edge impulse with esp32-cam,.

A Benchmark Reference for ESP32-CAM Module Chicken health detection system using edge impulse with esp32-cam,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:38:43.401096Z

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.

source=pdf_text observed=2026-08-07T12:38:38.016366Z digest=sha256:aeb607d7e8cec11e3855a38dafd7db739682e32f690a76cd58f6e1292c513bd5

Observation dbdba557-9ecd-4a29-a017-5643ef8439e9 · outbound

This paper cites New model to monitor plant growth remotely using esp32-cam and mobile application,.

A Benchmark Reference for ESP32-CAM Module New model to monitor plant growth remotely using esp32-cam and mobile application,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:38:43.160807Z

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.

source=pdf_text observed=2026-08-07T12:38:38.179954Z digest=sha256:fa527223b1594dc7c3e47cb15ec440a40f6c4a65827669fddb533756c9ad465a

Observation eeebc061-1844-460a-8f1b-fe39b1c607a2 · outbound

This paper cites Riddance of weed using an agri-robot employed by arduino and esp32 cam,.

A Benchmark Reference for ESP32-CAM Module Riddance of weed using an agri-robot employed by arduino and esp32 cam,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:38:42.932175Z

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.

source=pdf_text observed=2026-08-07T12:38:38.354562Z digest=sha256:048bb6c6c409c3ccc1f4fe45aff00f3fbafb0e82fbb90d6af9bb8217777de016

Observation 9e0e331c-c212-4886-99b7-296384211e44 · outbound

This paper cites Iot based farm protection system from animals and humans theft using esp32 with camera module,.

A Benchmark Reference for ESP32-CAM Module Iot based farm protection system from animals and humans theft using esp32 with camera module,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:38:42.760207Z

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.

source=pdf_text observed=2026-08-07T12:38:38.494453Z digest=sha256:cbe07cb54b77fd1920b97b60016e3b4ef5f1384bdd406568cca2cc54a3ed4ec7

Observation 4e05b71a-1249-4ac2-9f58-b102e538332e · outbound

This paper cites A face recognition application for alzheimer’s patients using esp32-cam and raspberry pi,.

A Benchmark Reference for ESP32-CAM Module A face recognition application for alzheimer’s patients using esp32-cam and raspberry pi,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:38:42.470985Z

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.

source=pdf_text observed=2026-08-07T12:38:38.606860Z digest=sha256:9b927020be28ee67e10c34bb35b41280d973a2a9d0a4490db0996025e8d8a242

Observation 8a6f3dc6-4bce-4d36-be69-90d0b0e21786 · outbound

This paper cites Towards a novel wearable solution for citrus inspection using edge ai,.

A Benchmark Reference for ESP32-CAM Module Towards a novel wearable solution for citrus inspection using edge ai,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:38:42.281373Z

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.

source=pdf_text observed=2026-08-07T12:38:38.773576Z digest=sha256:1b1815662065678fdd02f5c6d1e20cdfc921f419887a022653f06906a38872a2

Observation dc1fa293-75a5-4f52-aea0-24a14fd02a2d · outbound

This paper cites Home security system using esp32-cam and telegram application,.

A Benchmark Reference for ESP32-CAM Module Home security system using esp32-cam and telegram application,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:38:42.052148Z

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.

source=pdf_text observed=2026-08-07T12:38:38.885335Z digest=sha256:d921bd8b6630fd11db964bb9e101d3c65f0b889face25174bbe6eadec5aeb177

Observation 403e4e9b-ed48-4a9c-b9f5-0171f9a98fef · outbound

This paper cites Home security with iot and esp32 cam - ai thinker module,.

A Benchmark Reference for ESP32-CAM Module Home security with iot and esp32 cam - ai thinker module,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:38:41.723035Z

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.

source=pdf_text observed=2026-08-07T12:38:39.010809Z digest=sha256:f8988c9634b6fc304ecf4be99bcd52cec36d0ce44c652eecd63208117d7ad02f

Observation 9c8fcfc9-ba17-4ee4-852f-ae24aaf4c797 · outbound

This paper cites Design of a smart home door security system with face detection and smart bell using esp32-cam,.

A Benchmark Reference for ESP32-CAM Module Design of a smart home door security system with face detection and smart bell using esp32-cam,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:38:41.475629Z

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.

source=pdf_text observed=2026-08-07T12:38:39.114867Z digest=sha256:d26f451ec8ee7a7d93ad79516cc2a7967818fc0cdf07e13050e4677f34d2982d

Observation affd64ec-8d6f-4724-921f-16b1d02e71d6 · outbound

This paper cites TinyML: Analysis of Xtensa LX6 microprocessor for Neural Network Applications by ESP32 SoC.

A Benchmark Reference for ESP32-CAM Module TinyML: Analysis of Xtensa LX6 microprocessor for Neural Network Applications by ESP32 SoC

Reference 18

Resolution
verified exact
local_arxiv, observed 2026-08-07T12:38:40.064556Z

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.

source=pdf_text observed=2026-08-07T12:38:39.247701Z digest=sha256:ced558cb02c4a78e6e704c9e89c53e49cefd8d96f0e99bd3973dced5e9b59d74

Observation a0123aaa-6085-48fc-961e-946e413073bc · outbound

This paper cites A low-power low-cost system for disaster locations detection using esp32 cam and tinyml,.

A Benchmark Reference for ESP32-CAM Module A low-power low-cost system for disaster locations detection using esp32 cam and tinyml,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:38:41.217051Z

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.

source=pdf_text observed=2026-08-07T12:38:39.415315Z digest=sha256:6440c496f8d24882afdad8eb8e4427236066b50c717659064092a618938fd5ba

Observation de4a960f-f7d1-489e-abcb-e0d2f8b3ba6a · outbound

This paper cites Tinyml-on-the-fly: Real-time low-power and low-cost mcu-embedded on-device computer vision for aerial image classification,.

A Benchmark Reference for ESP32-CAM Module Tinyml-on-the-fly: Real-time low-power and low-cost mcu-embedded on-device computer vision for aerial image classification,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:38:40.900237Z

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.

source=pdf_text observed=2026-08-07T12:38:39.515150Z digest=sha256:705ad0888aa4494e7cc5dc2cb4958ec9426cbc675692aafe241010787d9068b3

Observation cf08a9ee-098f-428e-a957-8442aeee618c · outbound

This paper cites Esp32-cam github repository,.

A Benchmark Reference for ESP32-CAM Module Esp32-cam github repository,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:38:40.663183Z

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.

source=pdf_text observed=2026-08-07T12:38:39.632952Z digest=sha256:85a469047a5dbcab12c23699e20c6e2dda24ecf7277e943c2455e4c95d4fb4d9

Observation 73303315-5de2-4182-83b3-c94655543320 · outbound

This paper cites Network anomaly detection for iot using hyperdimensional computing on nsl-kdd,.

A Benchmark Reference for ESP32-CAM Module Network anomaly detection for iot using hyperdimensional computing on nsl-kdd,

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:38:40.368280Z

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.

source=pdf_text observed=2026-08-07T12:38:39.786880Z digest=sha256:7b71ac12dd9d5757bd4856c0a323e60d4020746ee24ed80cab4d9b8502471f39

Observation 8294981f-57b1-4daa-bb52-11d0212b1b77 · outbound

This paper cites an unresolved cited work.

A Benchmark Reference for ESP32-CAM Module Unresolved cited work

Reference 2025

Resolution
parse uncertain
raw_fallback, observed 2026-08-07T12:38:44.450508Z

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.

source=pdf_text observed=2026-08-07T12:38:37.472859Z digest=sha256:df33e7465dc1d8e7e3d4e5f2a8e7a0f7b90a69a25404fe63f57e059ff196c692

Pith citing papers

No inbound Pith citation observations are available.