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Paper Citation Record · LEDGER

Performance Evaluation of Image Enhancement Techniques on Transfer Learning for Touchless Fingerprint Recognition

As of 18 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 0 inbound Pith citation observations for arXiv:2502.04680.

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

pith.paper-citation-record.v1
2502.04680 v1

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T21:56:25.389034Z

measured 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

12 of 12 outbound references displayed

  • verified exact0
  • verified fuzzy12
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a2ac575b-73d7-46cd-877d-9a66eb2bcb01 · outbound

This paper cites Optimal score level fusion using modalities reliability and separability measures,.

Performance Evaluation of Image Enhancement Techniques on Transfer Learning for Touchless Fingerprint Recognition Optimal score level fusion using modalities reliability and separability measures,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T21:56:25.535431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T21:56:25.354677Z digest=sha256:f340ef3074660ded7a688f37578570e0fc697cb973a09cf22f9594a0e5b75631

Observation 3b9fe688-77cb-4c16-afc0-7e876949bb62 · outbound

This paper cites On combining multi- normalization and ancillary measures for the optim al score level fusion of fingerprint and voice biometrics,.

Performance Evaluation of Image Enhancement Techniques on Transfer Learning for Touchless Fingerprint Recognition On combining multi- normalization and ancillary measures for the optim al score level fusion of fingerprint and voice biometrics,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T21:56:25.525044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T21:56:25.358230Z digest=sha256:9c4ae3713ffcf0da849eb0afc1bc6947af20c39cd3f145d9501df5f8ece8dba4

Observation 4124298e-e51a-4b57-9409-e3f9fc9504b4 · outbound

This paper cites An efficient pso optimized integration weight estimation using d -prime statistics for a mu ltibiometric system,.

Performance Evaluation of Image Enhancement Techniques on Transfer Learning for Touchless Fingerprint Recognition An efficient pso optimized integration weight estimation using d -prime statistics for a mu ltibiometric system,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T21:56:25.513697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T21:56:25.361370Z digest=sha256:f6dbd3259e2c74f447c6d8f4cbf9915f2586acdd00b09894d7396915c4de8d34

Observation d394c668-fa9d-4822-baf8-861a0f68fd4d · outbound

This paper cites Touchless fingerprint recognition system,.

Performance Evaluation of Image Enhancement Techniques on Transfer Learning for Touchless Fingerprint Recognition Touchless fingerprint recognition system,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T21:56:25.500961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T21:56:25.364368Z digest=sha256:632342e2503d8847e4765b32d64e4edea51f0d9351016a2f136bd659aaa5e6ef

Observation f17ee59a-6ff9-4445-a3f7-b639af877c1a · outbound

This paper cites Mobile touchless fingerprint ac-quisition and enhancement system,.

Performance Evaluation of Image Enhancement Techniques on Transfer Learning for Touchless Fingerprint Recognition Mobile touchless fingerprint ac-quisition and enhancement system,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T21:56:25.489157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T21:56:25.367316Z digest=sha256:761881789e6b0a42c527d34aea38374216a04820289157bac2a04f31693e5323

Observation e0f59027-ce3d-4d5b-9775-9b41886888db · outbound

This paper cites C2cl: Contact to contactless fingerprint matching,.

Performance Evaluation of Image Enhancement Techniques on Transfer Learning for Touchless Fingerprint Recognition C2cl: Contact to contactless fingerprint matching,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T21:56:25.477027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T21:56:25.370933Z digest=sha256:3cc18db504fda2eb3ead7edd298dfe70ab17b20cb85b8b7439e11f5b2813969c

Observation d0da097b-0ece-42b8-867f-8ae84dc34fe5 · outbound

This paper cites A novel pore extraction method for heterogeneous fingerprint images using convolutional neural networks,.

Performance Evaluation of Image Enhancement Techniques on Transfer Learning for Touchless Fingerprint Recognition A novel pore extraction method for heterogeneous fingerprint images using convolutional neural networks,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T21:56:25.459408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T21:56:25.374144Z digest=sha256:ae9e9084a823167c06596d6180001d86c4bf28e58fb48ceea11153e58e85cfae

Observation b67dc7d2-2460-475c-8ad4-ee53af07916e · outbound

This paper cites Transfer learning using vgg -16 with deep convolutional neural network for classifying images,.

Performance Evaluation of Image Enhancement Techniques on Transfer Learning for Touchless Fingerprint Recognition Transfer learning using vgg -16 with deep convolutional neural network for classifying images,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T21:56:25.450216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T21:56:25.376980Z digest=sha256:baf40fb90bc747587a7541a329b857dba6f127d229341deba65e7b46f52696f5

Observation c1c4f1aa-17d8-4a4a-ba7e-906d0caa0c91 · outbound

This paper cites A cnn-based framework for comparison of con- tactless to contact -based fingerprints,.

Performance Evaluation of Image Enhancement Techniques on Transfer Learning for Touchless Fingerprint Recognition A cnn-based framework for comparison of con- tactless to contact -based fingerprints,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T21:56:25.441613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T21:56:25.380358Z digest=sha256:08122574ef51984b4bbec608f334d8dae1da0d690b7dae3b876e57a54d637d9d

Observation 0940b202-3bb1-4c3d-b51e-05be95f28c77 · outbound

This paper cites An overview of touchless 2d fingerpri nt recognition,.

Performance Evaluation of Image Enhancement Techniques on Transfer Learning for Touchless Fingerprint Recognition An overview of touchless 2d fingerpri nt recognition,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T21:56:25.432741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T21:56:25.383336Z digest=sha256:8ec3342f8b788f2b0f158c895245a6e37db8236b7e183f37e501d97c9f9eb2f2

Observation 63c64423-1135-4252-8857-141f7f9138e5 · outbound

This paper cites Mosaicing touchless and mirror-reflected fingerprint images,.

Performance Evaluation of Image Enhancement Techniques on Transfer Learning for Touchless Fingerprint Recognition Mosaicing touchless and mirror-reflected fingerprint images,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T21:56:25.424107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T21:56:25.386158Z digest=sha256:930507c8772a3593448256cf2b5df4353e31765407cba53513e35f68608f53ec

Observation 1799084d-555e-4bd2-89e8-b7963d1e2f16 · outbound

This paper cites Full 3d touchless fingerprint recognition: Sensor, database and baseline performance,.

Performance Evaluation of Image Enhancement Techniques on Transfer Learning for Touchless Fingerprint Recognition Full 3d touchless fingerprint recognition: Sensor, database and baseline performance,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T21:56:25.414317Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T21:56:25.389034Z digest=sha256:1a7d3b5f7c9c9c0a81fc6ba695a779c43e59e5c6d8062899d9b2b5dbfcb6e6a6

Pith citing papers

No inbound Pith citation observations are available.