Paper Citation Record · LEDGER

Human-in-the-Loop Signature Bootstrapping for UAV Hyperspectral PFM-1 Mine Detection

As of 8 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 2 inbound Pith citation observations for arXiv:2607.25310.

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

pith.paper-citation-record.v1
2607.25310 v1

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T02:52:07.810468Z

measured 21 of 21 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T15:49:09.563991Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

19 of 19 outbound references displayed

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unresolved19
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c4018395-4a91-412b-bbeb-43d9743d6857 · outbound

This paper cites UA Vs make this sensing mode more practical for close-range surveys while reducing direct personnel exposure in contaminated areas [2, 3].

Human-in-the-Loop Signature Bootstrapping for UAV Hyperspectral PFM-1 Mine Detection UA Vs make this sensing mode more practical for close-range surveys while reducing direct personnel exposure in contaminated areas [2, 3]

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T02:52:06.782689Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8ae116b-7fbb-4389-8a87-095240a131a9 · outbound

This paper cites Human-in-the-Loop Signature Bootstrapping for UAV Hyperspectral PFM-1 Mine Detection.

Human-in-the-Loop Signature Bootstrapping for UAV Hyperspectral PFM-1 Mine Detection Human-in-the-Loop Signature Bootstrapping for UAV Hyperspectral PFM-1 Mine Detection

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T02:52:06.855728Z

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Unavailable: canonical work link unavailable.

Observation 4f98e5d3-1f2e-4d5c-8fb1-7d6342c3c5f2 · outbound

This paper cites round: newly confirmed region IDs.

Human-in-the-Loop Signature Bootstrapping for UAV Hyperspectral PFM-1 Mine Detection round: newly confirmed region IDs

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T02:52:06.912080Z

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Observation 1248b030-96ec-4da7-8737-3d76aed4cb62 · outbound

This paper cites ROC-AUC can remain strong even when high-ranking false positives precede some target regions.

Human-in-the-Loop Signature Bootstrapping for UAV Hyperspectral PFM-1 Mine Detection ROC-AUC can remain strong even when high-ranking false positives precede some target regions

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T02:52:06.963575Z

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Observation 15f55add-1447-451f-8ba0-d1c86f65e28d · outbound

This paper cites Classical detectors remain useful base- lines, but their operational value depends on signature quality and early false-alarm behavior.

Human-in-the-Loop Signature Bootstrapping for UAV Hyperspectral PFM-1 Mine Detection Classical detectors remain useful base- lines, but their operational value depends on signature quality and early false-alarm behavior

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T02:52:07.031162Z

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Unavailable: canonical work link unavailable.

Observation c4c2a689-9a2c-4c2e-87bb-eec7024ce805 · outbound

This paper cites A survey of landmine detection using hyper- spectral imaging,.

Human-in-the-Loop Signature Bootstrapping for UAV Hyperspectral PFM-1 Mine Detection A survey of landmine detection using hyper- spectral imaging,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T02:52:07.090075Z

Source-reported events for the cited work

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Observation 599f5bae-459c-4b1c-80c3-c84902eb0fd7 · outbound

This paper cites Developing a hy- perspectral non-technical survey for minefields via uav and helicopter,.

Human-in-the-Loop Signature Bootstrapping for UAV Hyperspectral PFM-1 Mine Detection Developing a hy- perspectral non-technical survey for minefields via uav and helicopter,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T02:52:07.142082Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a67adcd5-ba35-43c4-9f11-bd5b52076eb3 · outbound

This paper cites How to implement drones and machine learning to reduce time, costs, and dangers associated with landmine detection,.

Human-in-the-Loop Signature Bootstrapping for UAV Hyperspectral PFM-1 Mine Detection How to implement drones and machine learning to reduce time, costs, and dangers associated with landmine detection,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T02:52:07.197174Z

Source-reported events for the cited work

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Observation 2bb7fe7a-bb79-494d-a1fc-9b9b8a39d4be · outbound

This paper cites A uav-based vnir hyperspectral benchmark dataset for landmine and uxo detection,.

Human-in-the-Loop Signature Bootstrapping for UAV Hyperspectral PFM-1 Mine Detection A uav-based vnir hyperspectral benchmark dataset for landmine and uxo detection,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T02:52:07.252525Z

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Observation 9afc1258-e401-4a5c-a50d-f537825f918b · outbound

This paper cites Benchmarking Deep Learning and Statistical Target Detection Methods for PFM-1 Landmine Detection in UAV Hyperspectral Imagery.

Human-in-the-Loop Signature Bootstrapping for UAV Hyperspectral PFM-1 Mine Detection Benchmarking Deep Learning and Statistical Target Detection Methods for PFM-1 Landmine Detection in UAV Hyperspectral Imagery

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T02:52:07.308171Z

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Observation efaa9ff1-3ae5-4b4e-b7a7-bd4038eef087 · outbound

This paper cites Detection algorithms for hyperspectral imaging applications,.

Human-in-the-Loop Signature Bootstrapping for UAV Hyperspectral PFM-1 Mine Detection Detection algorithms for hyperspectral imaging applications,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T02:52:07.362702Z

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Unavailable: canonical work link unavailable.

Observation 5c2ba7b1-628e-4d92-b4a2-6bea5aa18ffd · outbound

This paper cites Hyperspectral target detection: An overview of current and future challenges,.

Human-in-the-Loop Signature Bootstrapping for UAV Hyperspectral PFM-1 Mine Detection Hyperspectral target detection: An overview of current and future challenges,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T02:52:07.417064Z

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Observation 053cade7-db6a-4133-b91f-5e00ab5a85ea · outbound

This paper cites Target detection in hyperspectral imagery using forward modeling and in-scene information,.

Human-in-the-Loop Signature Bootstrapping for UAV Hyperspectral PFM-1 Mine Detection Target detection in hyperspectral imagery using forward modeling and in-scene information,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T02:52:07.487811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 329cc4b6-e4ca-4abd-940f-7b07548f0400 · outbound

This paper cites An automatic robust iteratively reweighted unstructured detector for hyper- spectral imagery,.

Human-in-the-Loop Signature Bootstrapping for UAV Hyperspectral PFM-1 Mine Detection An automatic robust iteratively reweighted unstructured detector for hyper- spectral imagery,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T02:52:07.561525Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31de1a93-8c81-417f-95dd-762ed25a52af · outbound

This paper cites Towards robust hyperspectral target detection via test-time spectrum adaptation,.

Human-in-the-Loop Signature Bootstrapping for UAV Hyperspectral PFM-1 Mine Detection Towards robust hyperspectral target detection via test-time spectrum adaptation,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T02:52:07.614180Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b3435f5-ceb5-46e6-831d-a1ee16d22af2 · outbound

This paper cites Advanced hyperspectral detection based on elliptically contoured distribution models and opera- tor feedback,.

Human-in-the-Loop Signature Bootstrapping for UAV Hyperspectral PFM-1 Mine Detection Advanced hyperspectral detection based on elliptically contoured distribution models and opera- tor feedback,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T02:52:07.661909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05b8d9ff-9dc3-4fdd-b69e-3078f1203645 · outbound

This paper cites The relationship between precision-recall and roc curves,.

Human-in-the-Loop Signature Bootstrapping for UAV Hyperspectral PFM-1 Mine Detection The relationship between precision-recall and roc curves,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T02:52:07.722973Z

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Unavailable: canonical work link unavailable.

Observation 15fe85f6-f638-4d51-a350-3a5854f5ce5b · outbound

This paper cites The precision-recall plot is more informative than the roc plot when evaluating binary classifiers on imbalanced datasets,.

Human-in-the-Loop Signature Bootstrapping for UAV Hyperspectral PFM-1 Mine Detection The precision-recall plot is more informative than the roc plot when evaluating binary classifiers on imbalanced datasets,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T02:52:07.784460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0884eb3-1540-49e2-8e30-65f2fc228093 · outbound

This paper cites Explosive ordnance guide for ukraine, third edi- tion,.

Human-in-the-Loop Signature Bootstrapping for UAV Hyperspectral PFM-1 Mine Detection Explosive ordnance guide for ukraine, third edi- tion,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T02:52:07.810468Z

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Unavailable: canonical work link unavailable.

Pith citing papers

Observation c8ae116b-7fbb-4389-8a87-095240a131a9 · inbound