Paper Citation Record · LEDGER

Edge-Boundary-Texture Loss: A Tri-Class Generalization of Weighted Binary Cross-Entropy for Enhanced Edge Detection

As of 11 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 0 inbound Pith citation observations for arXiv:2507.06569.

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

pith.paper-citation-record.v1
2507.06569 v1

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:06:40.889736Z

measured 38 of 38 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

38 of 38 outbound references displayed

verified exact2
verified fuzzy15
unresolved21
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9dd9a982-42eb-435f-b755-0a297e8a546d · outbound

This paper cites Nazeri, E.

Edge-Boundary-Texture Loss: A Tri-Class Generalization of Weighted Binary Cross-Entropy for Enhanced Edge Detection Nazeri, E

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:06:47.850512Z

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.

Observation 78f097d7-013a-440b-b428-08f8f5b8e4ce · outbound

This paper cites an unresolved cited work.

Edge-Boundary-Texture Loss: A Tri-Class Generalization of Weighted Binary Cross-Entropy for Enhanced Edge Detection Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:06:47.695569Z

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.

Observation 05823e7c-58f3-455f-a98a-0dfff2d4dfd7 · outbound

This paper cites Muthukrishnan and M.

Edge-Boundary-Texture Loss: A Tri-Class Generalization of Weighted Binary Cross-Entropy for Enhanced Edge Detection Muthukrishnan and M

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:06:47.570355Z

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.

Observation 2d6b7df6-9771-4e87-babb-21fef46861dc · outbound

This paper cites an unresolved cited work.

Edge-Boundary-Texture Loss: A Tri-Class Generalization of Weighted Binary Cross-Entropy for Enhanced Edge Detection Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:06:47.396424Z

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.

Observation bcaf1d61-d17d-475d-8525-7242ae1a243e · outbound

This paper cites an unresolved cited work.

Edge-Boundary-Texture Loss: A Tri-Class Generalization of Weighted Binary Cross-Entropy for Enhanced Edge Detection Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:06:47.220444Z

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.

Observation 8aa2a09e-cd40-4e26-8f9c-478f34bac2f6 · outbound

This paper cites Soria, A.

Edge-Boundary-Texture Loss: A Tri-Class Generalization of Weighted Binary Cross-Entropy for Enhanced Edge Detection Soria, A

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:06:47.056505Z

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.

Observation ee420c3e-7484-468a-b9d7-56d95d562b3a · outbound

This paper cites Boosting edge detection with pixel-wise feature selection: The extractor-selector paradigm, 2025.

Edge-Boundary-Texture Loss: A Tri-Class Generalization of Weighted Binary Cross-Entropy for Enhanced Edge Detection Boosting edge detection with pixel-wise feature selection: The extractor-selector paradigm, 2025

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:06:46.910227Z

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.

Observation b4a670c9-2a54-47c4-826e-229cb94fd091 · outbound

This paper cites an unresolved cited work.

Edge-Boundary-Texture Loss: A Tri-Class Generalization of Weighted Binary Cross-Entropy for Enhanced Edge Detection Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:06:46.740286Z

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.

Observation 6b557f20-611a-48ff-8551-70a0a7fd763e · outbound

This paper cites Cetinkaya, S.

Edge-Boundary-Texture Loss: A Tri-Class Generalization of Weighted Binary Cross-Entropy for Enhanced Edge Detection Cetinkaya, S

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:06:46.562677Z

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.

Observation 3ce81381-23d0-4e9c-8b20-9a5f8b600b84 · outbound

This paper cites Martin, C.

Edge-Boundary-Texture Loss: A Tri-Class Generalization of Weighted Binary Cross-Entropy for Enhanced Edge Detection Martin, C

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:06:46.380346Z

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.

Observation 1b9b694c-8313-42c6-adbf-067d44a9b028 · outbound

This paper cites an unresolved cited work.

Edge-Boundary-Texture Loss: A Tri-Class Generalization of Weighted Binary Cross-Entropy for Enhanced Edge Detection Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:06:46.213202Z

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.

Observation 16ade8b4-63ca-4bca-88b5-45750ac0da78 · outbound

This paper cites an unresolved cited work.

Edge-Boundary-Texture Loss: A Tri-Class Generalization of Weighted Binary Cross-Entropy for Enhanced Edge Detection Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:06:45.756053Z

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.

Observation 717d3d25-7564-4871-9d93-5943a5a1d288 · outbound

This paper cites Everingham, L.

Edge-Boundary-Texture Loss: A Tri-Class Generalization of Weighted Binary Cross-Entropy for Enhanced Edge Detection Everingham, L

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:06:45.495377Z

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.

Observation 89069610-48aa-44f9-af1b-7cb6e4c05850 · outbound

This paper cites Soria, E.

Edge-Boundary-Texture Loss: A Tri-Class Generalization of Weighted Binary Cross-Entropy for Enhanced Edge Detection Soria, E

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:06:45.346479Z

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.

Observation 99acb4c7-2b4c-486c-9109-efbc6d359cfa · outbound

This paper cites an unresolved cited work.

Edge-Boundary-Texture Loss: A Tri-Class Generalization of Weighted Binary Cross-Entropy for Enhanced Edge Detection Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:06:45.165737Z

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.

Observation b05856ec-d08f-424b-b514-bfbf4ed1f6b2 · outbound

This paper cites Soria, Y.

Edge-Boundary-Texture Loss: A Tri-Class Generalization of Weighted Binary Cross-Entropy for Enhanced Edge Detection Soria, Y

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:06:44.881399Z

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.

Observation 4740a23e-ba3b-42e7-9074-324c86b3fc52 · outbound

This paper cites an unresolved cited work.

Edge-Boundary-Texture Loss: A Tri-Class Generalization of Weighted Binary Cross-Entropy for Enhanced Edge Detection Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:06:44.727438Z

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.

Observation 4491bbc8-9f2e-4c95-a962-e1878c33361d · outbound

This paper cites an unresolved cited work.

Edge-Boundary-Texture Loss: A Tri-Class Generalization of Weighted Binary Cross-Entropy for Enhanced Edge Detection Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:06:44.589268Z

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.

Observation ce6ed5c6-64b0-44c1-9f53-38a3efc56c5c · outbound

This paper cites Enhancing edge detection by texture handling architecture and noiseless training data.

Edge-Boundary-Texture Loss: A Tri-Class Generalization of Weighted Binary Cross-Entropy for Enhanced Edge Detection Enhancing edge detection by texture handling architecture and noiseless training data

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:06:44.461464Z

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.

Observation 0bab2f8d-9a16-4d69-b90a-e49b26e2968c · outbound

This paper cites an unresolved cited work.

Edge-Boundary-Texture Loss: A Tri-Class Generalization of Weighted Binary Cross-Entropy for Enhanced Edge Detection Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:06:44.308976Z

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.

Observation 3b1ddfbe-3e9b-4379-9518-5ac9827058b2 · outbound

This paper cites an unresolved cited work.

Edge-Boundary-Texture Loss: A Tri-Class Generalization of Weighted Binary Cross-Entropy for Enhanced Edge Detection Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:06:44.044859Z

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.

Observation e772d885-0601-4803-8c58-0ab692e516cb · outbound

This paper cites Martin, C.C.

Edge-Boundary-Texture Loss: A Tri-Class Generalization of Weighted Binary Cross-Entropy for Enhanced Edge Detection Martin, C.C

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:06:43.849048Z

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.

Observation df78d112-d7bc-415b-84ea-8f9fe39d0eb6 · outbound

This paper cites an unresolved cited work.

Edge-Boundary-Texture Loss: A Tri-Class Generalization of Weighted Binary Cross-Entropy for Enhanced Edge Detection Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:06:43.688862Z

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.

Observation 83fec200-d487-4fa3-b1f5-2648b3cf3d87 · outbound

This paper cites Arbel ´aez, M.

Edge-Boundary-Texture Loss: A Tri-Class Generalization of Weighted Binary Cross-Entropy for Enhanced Edge Detection Arbel ´aez, M

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:06:43.484393Z

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.

Observation 3f83528d-4cbc-444d-bb4f-712867be1efa · outbound

This paper cites Doll ´ar and C.

Edge-Boundary-Texture Loss: A Tri-Class Generalization of Weighted Binary Cross-Entropy for Enhanced Edge Detection Doll ´ar and C

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:06:43.210800Z

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.

Observation 092b29ad-441c-4fcb-b656-3aa8b5110dca · outbound

This paper cites an unresolved cited work.

Edge-Boundary-Texture Loss: A Tri-Class Generalization of Weighted Binary Cross-Entropy for Enhanced Edge Detection Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:06:42.939415Z

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.

Observation dd317615-d934-4ec0-9bfd-24e76a863ed8 · outbound

This paper cites an unresolved cited work.

Edge-Boundary-Texture Loss: A Tri-Class Generalization of Weighted Binary Cross-Entropy for Enhanced Edge Detection Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:06:42.633909Z

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.

Observation 6cffbb12-3a47-44f4-ad8d-f4c88cc90c70 · outbound

This paper cites an unresolved cited work.

Edge-Boundary-Texture Loss: A Tri-Class Generalization of Weighted Binary Cross-Entropy for Enhanced Edge Detection Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:06:42.415203Z

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.

Observation 2a630810-0875-4468-876d-7803eca9abcc · outbound

This paper cites an unresolved cited work.

Edge-Boundary-Texture Loss: A Tri-Class Generalization of Weighted Binary Cross-Entropy for Enhanced Edge Detection Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:06:42.247032Z

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.

Observation 1ae38211-2a8a-4434-8acb-d2c558a38d15 · outbound

This paper cites EdgeNAT: Transformer for Efficient Edge Detection.

Edge-Boundary-Texture Loss: A Tri-Class Generalization of Weighted Binary Cross-Entropy for Enhanced Edge Detection EdgeNAT: Transformer for Efficient Edge Detection

Reference 30

Resolution: verified exact; local_arxiv, observed 2026-08-06T19:06:41.307715Z

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.

Observation 488894d1-5715-4c33-abc4-2fd59526a7bf · outbound

This paper cites Generative Edge Detection with Stable Diffusion.

Edge-Boundary-Texture Loss: A Tri-Class Generalization of Weighted Binary Cross-Entropy for Enhanced Edge Detection Generative Edge Detection with Stable Diffusion

Reference 31

Resolution: verified exact; local_arxiv, observed 2026-08-06T19:06:41.099463Z

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.

Observation ef31c3b7-14e6-475c-803d-b94ad7ebca23 · outbound

This paper cites an unresolved cited work.

Edge-Boundary-Texture Loss: A Tri-Class Generalization of Weighted Binary Cross-Entropy for Enhanced Edge Detection Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:06:42.048375Z

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.

Observation b185408e-06d5-4281-8967-5025812ae9a7 · outbound

This paper cites an unresolved cited work.

Edge-Boundary-Texture Loss: A Tri-Class Generalization of Weighted Binary Cross-Entropy for Enhanced Edge Detection Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:06:41.885640Z

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.

Observation 161ae6ac-f0cf-4016-a111-d094274e5831 · outbound

This paper cites an unresolved cited work.

Edge-Boundary-Texture Loss: A Tri-Class Generalization of Weighted Binary Cross-Entropy for Enhanced Edge Detection Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:06:41.760136Z

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.

Observation c8476306-e7b0-4c9f-a4c8-5bf88e145649 · outbound

This paper cites Rethinking edge detection through perceptual asymmetry: The swbce loss, 2025.

Edge-Boundary-Texture Loss: A Tri-Class Generalization of Weighted Binary Cross-Entropy for Enhanced Edge Detection Rethinking edge detection through perceptual asymmetry: The swbce loss, 2025

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:06:41.623209Z

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.

Observation 48286382-b682-4e25-bbc3-a4e6e9fff012 · outbound

This paper cites Binarization-aware adjuster: Bridging continu- ous optimization and binary inference in edge detection, 2025.

Edge-Boundary-Texture Loss: A Tri-Class Generalization of Weighted Binary Cross-Entropy for Enhanced Edge Detection Binarization-aware adjuster: Bridging continu- ous optimization and binary inference in edge detection, 2025

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:06:41.496034Z

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.

Observation 907437ed-61fa-464c-bba9-0a9d89ba60fe · outbound

This paper cites an unresolved cited work.

Edge-Boundary-Texture Loss: A Tri-Class Generalization of Weighted Binary Cross-Entropy for Enhanced Edge Detection Unresolved cited work

Reference 2016

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:06:45.977028Z

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.

Observation 25623ec3-ecc4-4fc0-81b7-ca030a511b4d · outbound

This paper cites an unresolved cited work.

Edge-Boundary-Texture Loss: A Tri-Class Generalization of Weighted Binary Cross-Entropy for Enhanced Edge Detection Unresolved cited work

Reference 6868

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:06:45.026522Z

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.

Pith citing papers

No inbound Pith citation observations are available.