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Paper Citation Record · LEDGER

Illicit object detection in X-ray imaging using deep learning techniques: A comparative evaluation

As of 11 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 0 inbound Pith citation observations for arXiv:2507.17508.

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

pith.paper-citation-record.v1
2507.17508 v1

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T14:50:15.420540Z

measured 21 of 21 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+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

21 of 21 outbound references displayed

  • verified exact1
  • verified fuzzy1
  • unresolved16
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f4a0b9cb-4d5e-40a2-9224-abb732779394 · outbound

This paper cites an unresolved cited work.

Illicit object detection in X-ray imaging using deep learning techniques: A comparative evaluation Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:50:16.117433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T14:50:15.325078Z digest=sha256:7c36a4aa081948f9089bfeed258f57c497ad185f0a2554d905a949f21885167a

Observation d2ca8314-0dcd-4920-b396-ef283c7c8e95 · outbound

This paper cites BGM: Background Mixup for X-ray Prohibited Items Detection.

Illicit object detection in X-ray imaging using deep learning techniques: A comparative evaluation BGM: Background Mixup for X-ray Prohibited Items Detection

Reference 9

Resolution
metadata mismatch
local_arxiv, observed 2026-08-06T14:50:15.929942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T14:50:15.356972Z digest=sha256:2b9dac756a3624b5d0b45f57999e664e18a095598823512a6909b5659e7ea2e7

Observation 9cd7d9d2-d5b8-424f-9ed2-17f5251511e2 · outbound

This paper cites IEEE Transactions on Information Forensics and Security 19, 3866–3878.

Illicit object detection in X-ray imaging using deep learning techniques: A comparative evaluation IEEE Transactions on Information Forensics and Security 19, 3866–3878

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-06T14:50:15.362466Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:50:15.362466Z digest=sha256:74baeb25ae08665f8ea0e63c70611e07fe19b8f92fd5ec5f5ccdedb7beae148e

Observation 613fad09-056d-4a83-ab5c-a4b8c83b3a32 · outbound

This paper cites an unresolved cited work.

Illicit object detection in X-ray imaging using deep learning techniques: A comparative evaluation Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:50:16.026481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T14:50:15.379408Z digest=sha256:f993626b047b9e68f0bfe59f00d90211d9341600dbd384da7ef06cf0ef021d1b

Observation daef890d-e0a9-429d-89f2-03364c21571d · outbound

This paper cites an unresolved cited work.

Illicit object detection in X-ray imaging using deep learning techniques: A comparative evaluation Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:50:16.007732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T14:50:15.384412Z digest=sha256:f1be13ce0a8904560d2fe72a08f9fba73c765646b6a3095cf83b9f6efd1cd7aa

Observation b5a28411-ab44-4607-93f8-34e3c9f431c5 · outbound

This paper cites Intelligent computing: image processing based applications , 1–16.

Illicit object detection in X-ray imaging using deep learning techniques: A comparative evaluation Intelligent computing: image processing based applications , 1–16

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-06T14:50:15.389078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:50:15.389078Z digest=sha256:5c550988b53052cb53357b9c29618e6fc9cf9e534e149e679f4e4a4e10297bbd

Observation b3064383-e882-48dd-bd71-8efd4049570f · outbound

This paper cites 20767–20777.

Illicit object detection in X-ray imaging using deep learning techniques: A comparative evaluation 20767–20777

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:50:15.988040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T14:50:15.400011Z digest=sha256:be668848b819871d3d60902871ab7c6942a5cc8e328036dd14b625fa67387f43

Observation 8b496a41-4b67-4105-9a2d-15d705a342fc · outbound

This paper cites an unresolved cited work.

Illicit object detection in X-ray imaging using deep learning techniques: A comparative evaluation Unresolved cited work

Reference 18

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T14:50:15.723668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T14:50:15.404776Z digest=sha256:a8b274d218da6655726959b53cbef38a6a862541c5babd33d6312fce5e03f3a8

Observation 18ad4ac5-c29a-4764-9006-e64f9003ad20 · outbound

This paper cites DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection.

Illicit object detection in X-ray imaging using deep learning techniques: A comparative evaluation DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-06T14:50:15.415004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:50:15.415004Z digest=sha256:b2bead89f76b1b72e0d55ccfcd27a64c420ed72badcf8ad95f384562667206d3

Observation 89262460-df10-416f-a3e9-ad20263ae3f5 · outbound

This paper cites IEEE Transactions on Information Forensics and Security 17, 998–1009.

Illicit object detection in X-ray imaging using deep learning techniques: A comparative evaluation IEEE Transactions on Information Forensics and Security 17, 998–1009

Reference 21

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T14:50:15.583988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T14:50:15.420540Z digest=sha256:befa3550433a9f85c571cbbbed0184dd128a4519bfc0aae6f9f7eba84bb847f9

Observation 96c3f54f-d049-4582-894e-f58eeaf713f0 · outbound

This paper cites Padilla, R., Netto, S.L., Da Silva, E.A.,.

Illicit object detection in X-ray imaging using deep learning techniques: A comparative evaluation Padilla, R., Netto, S.L., Da Silva, E.A.,

Reference 565

Resolution
verified exact
doi, observed 2026-08-06T14:50:15.461302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T14:50:15.373222Z digest=sha256:06588d9d8d4a255218380a52ae5fd3d83d7e0650560486686ae75d723a422a3f

Observation 4b157240-f754-4ee4-ae03-5a8a58cb8e1e · outbound

This paper cites an unresolved cited work.

Illicit object detection in X-ray imaging using deep learning techniques: A comparative evaluation Unresolved cited work

Reference 2005

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:50:16.149793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T14:50:15.312960Z digest=sha256:9907412483d5d815e4a1d2f31c203787f97adccd6d6b3e35f85b0be1cf9be31b

Observation 0e0f44ec-ad99-46e0-8a34-a1d29804975e · outbound

This paper cites an unresolved cited work.

Illicit object detection in X-ray imaging using deep learning techniques: A comparative evaluation Unresolved cited work

Reference 2007

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:50:16.044798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T14:50:15.367923Z digest=sha256:c531bf13bdb3fdf6bf63da4a2733883a56080a7476976844c64d7a5a9d07706a

Observation cf4f1763-3a0a-43c8-ba87-7c15d1557dea · outbound

This paper cites an unresolved cited work.

Illicit object detection in X-ray imaging using deep learning techniques: A comparative evaluation Unresolved cited work

Reference 2008

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:50:16.099853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T14:50:15.330265Z digest=sha256:9c6a7ff071c0f9a7cec9c9adce28277eac1c01d8604f4f8f1b16ed958270f041

Observation 2500abfc-4c03-41f7-b986-89658b86f5f8 · outbound

This paper cites an unresolved cited work.

Illicit object detection in X-ray imaging using deep learning techniques: A comparative evaluation Unresolved cited work

Reference 2014

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:50:16.063484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T14:50:15.351329Z digest=sha256:0691573f23b23d88ec577bec52110ad08c2c7a813103b14cf8d1b6614d54ea64

Observation 41ca886d-5251-4c24-bc50-95944dcd4a3a · outbound

This paper cites URL: https://github.com/ultralytics/yolov5, doi:10.5281/zenodo.3908559.

Illicit object detection in X-ray imaging using deep learning techniques: A comparative evaluation URL: https://github.com/ultralytics/yolov5, doi:10.5281/zenodo.3908559

Reference 2020

Resolution
unresolved
no resolver link, observed 2026-08-06T14:50:15.340426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:50:15.340426Z digest=sha256:3e6dd7cae4367dad8d46e05b129499da39bdaec88bbb6f500a6822534c39bc24

Observation f403be86-8c82-4b29-a59f-1cbe9bfde248 · outbound

This paper cites an unresolved cited work.

Illicit object detection in X-ray imaging using deep learning techniques: A comparative evaluation Unresolved cited work

Reference 2021

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:50:15.968508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T14:50:15.409797Z digest=sha256:35030a6098a7dd1e80ac8032732a156db76dd6591b8a3c4de474341681aa8123

Observation f70342b7-0247-445e-a0e0-ef1df39084f1 · outbound

This paper cites Next-ViT: Next Generation Vision Transformer for Efficient Deployment in Realistic Industrial Scenarios.

Illicit object detection in X-ray imaging using deep learning techniques: A comparative evaluation Next-ViT: Next Generation Vision Transformer for Efficient Deployment in Realistic Industrial Scenarios

Reference 2022

Resolution
unresolved
no resolver link, observed 2026-08-06T14:50:15.345499Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:50:15.345499Z digest=sha256:56da622bb9c1eee0330ba39eac45c327f1803ba9f8a0e63bda7b3de937083e21

Observation 1267a8a4-f408-45de-8fcb-f0f1b9b9c887 · outbound

This paper cites an unresolved cited work.

Illicit object detection in X-ray imaging using deep learning techniques: A comparative evaluation Unresolved cited work

Reference 2023

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:50:16.134276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T14:50:15.319861Z digest=sha256:171262913fb5947e4691f98adaa25460a4bc8bb7f0be6411854f051c5861a3fa

Observation 06caa3dc-5c58-472b-bb1c-9986313c7c48 · outbound

This paper cites an unresolved cited work.

Illicit object detection in X-ray imaging using deep learning techniques: A comparative evaluation Unresolved cited work

Reference 2024

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:50:16.082609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T14:50:15.335420Z digest=sha256:d12691625ec539a308e3890879ca03138a837079ff7a1470daec5415d65f06cb

Observation bcc2b6e1-9e3b-4768-a4b6-ddd630cfdcdb · outbound

This paper cites YOLOv12: Attention-Centric Real-Time Object Detectors.

Illicit object detection in X-ray imaging using deep learning techniques: A comparative evaluation YOLOv12: Attention-Centric Real-Time Object Detectors

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-06T14:50:15.393770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:50:15.393770Z digest=sha256:0a88de75f1f2365cf24834d2e0b09f8e652ced9e6076f4102cdaf813f18fd89d

Pith citing papers

No inbound Pith citation observations are available.