Paper Citation Record · LEDGER

Fruit-HSNet: A Machine Learning Approach for Hyperspectral Image-Based Fruit Ripeness Prediction

As of 10 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 0 inbound Pith citation observations for arXiv:2608.01202.

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

pith.paper-citation-record.v1
2608.01202 v1

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T00:29:00.648860Z

measured 21 of 21 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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 exact0
verified fuzzy7
unresolved14
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1f1a57bf-f41a-482b-b711-95397081b23b · outbound

This paper cites A Comprehensive Survey for Hyperspectral Image Classification: The Evolution from Conventional to Transformers and Mamba Models.

Fruit-HSNet: A Machine Learning Approach for Hyperspectral Image-Based Fruit Ripeness Prediction A Comprehensive Survey for Hyperspectral Image Classification: The Evolution from Conventional to Transformers and Mamba Models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T00:28:57.987038Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47f9196d-0140-4700-93e5-d0418af67514 · outbound

This paper cites an unresolved cited work.

Fruit-HSNet: A Machine Learning Approach for Hyperspectral Image-Based Fruit Ripeness Prediction Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:29:05.047770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation de598d65-12b8-42e8-8f95-c691364e98fa · outbound

This paper cites SpectralNET: Exploring Spatial-Spectral WaveletCNN for Hyperspectral Image Classification.

Fruit-HSNet: A Machine Learning Approach for Hyperspectral Image-Based Fruit Ripeness Prediction SpectralNET: Exploring Spatial-Spectral WaveletCNN for Hyperspectral Image Classification

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T00:28:58.182750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd794c34-3804-475a-abfa-e16907cae513 · outbound

This paper cites Hyperspectral Benchmark: Bridging the Gap between HSI Applications through Comprehensive Dataset and Pretraining.

Fruit-HSNet: A Machine Learning Approach for Hyperspectral Image-Based Fruit Ripeness Prediction Hyperspectral Benchmark: Bridging the Gap between HSI Applications through Comprehensive Dataset and Pretraining

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T00:28:58.333869Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02cfdb2f-aa05-4249-8aef-4027acc79a4e · outbound

This paper cites B., and Benediktsson, J.

Fruit-HSNet: A Machine Learning Approach for Hyperspectral Image-Based Fruit Ripeness Prediction B., and Benediktsson, J

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:29:04.841214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c3523132-07ce-4cd0-ac31-f9f1053b004e · outbound

This paper cites an unresolved cited work.

Fruit-HSNet: A Machine Learning Approach for Hyperspectral Image-Based Fruit Ripeness Prediction Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:29:04.620191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 205f7237-0670-44d1-ae48-811502dbb04f · outbound

This paper cites an unresolved cited work.

Fruit-HSNet: A Machine Learning Approach for Hyperspectral Image-Based Fruit Ripeness Prediction Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:29:04.453277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d0d523e3-6d02-4479-9805-6950f2b55db4 · outbound

This paper cites an unresolved cited work.

Fruit-HSNet: A Machine Learning Approach for Hyperspectral Image-Based Fruit Ripeness Prediction Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:29:04.204845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9fc9d400-4604-4b0b-849d-caea5389927c · outbound

This paper cites S., Rambabu, M., and Dua, Y.

Fruit-HSNet: A Machine Learning Approach for Hyperspectral Image-Based Fruit Ripeness Prediction S., Rambabu, M., and Dua, Y

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:29:04.011844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation adea955b-89e2-4503-b06d-dd85eaa020ff · outbound

This paper cites an unresolved cited work.

Fruit-HSNet: A Machine Learning Approach for Hyperspectral Image-Based Fruit Ripeness Prediction Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:29:03.851398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8d4ffd9f-6f29-4e35-b913-31ff0b28e45a · outbound

This paper cites and Young, S.

Fruit-HSNet: A Machine Learning Approach for Hyperspectral Image-Based Fruit Ripeness Prediction and Young, S

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:29:03.650580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 87fb29e4-926b-4877-be79-0229b5e27da0 · outbound

This paper cites an unresolved cited work.

Fruit-HSNet: A Machine Learning Approach for Hyperspectral Image-Based Fruit Ripeness Prediction Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:29:03.431351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5a6d9faf-d21c-46be-94b4-862142a6c1ed · outbound

This paper cites E., Haut, J.

Fruit-HSNet: A Machine Learning Approach for Hyperspectral Image-Based Fruit Ripeness Prediction E., Haut, J

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:29:03.149194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8d10a603-392f-4776-8b5a-276cae60fefc · outbound

This paper cites an unresolved cited work.

Fruit-HSNet: A Machine Learning Approach for Hyperspectral Image-Based Fruit Ripeness Prediction Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:29:02.924814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8a0e5927-e85b-418f-bdf1-a1254a6b4681 · outbound

This paper cites an unresolved cited work.

Fruit-HSNet: A Machine Learning Approach for Hyperspectral Image-Based Fruit Ripeness Prediction Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:29:02.692384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e4fab53b-aeaa-405d-87f8-0ccd470bfa69 · outbound

This paper cites an unresolved cited work.

Fruit-HSNet: A Machine Learning Approach for Hyperspectral Image-Based Fruit Ripeness Prediction Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:29:02.359621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 376c23ce-85bb-423c-a5ba-5cb087da1523 · outbound

This paper cites K., Krishna, G., Dubey, S.

Fruit-HSNet: A Machine Learning Approach for Hyperspectral Image-Based Fruit Ripeness Prediction K., Krishna, G., Dubey, S

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:29:02.157206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4eabd5a4-c482-4e09-85de-5a9d59128ce8 · outbound

This paper cites A., Frank, H., and Zell, A.

Fruit-HSNet: A Machine Learning Approach for Hyperspectral Image-Based Fruit Ripeness Prediction A., Frank, H., and Zell, A

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:29:01.899925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a55d2da2-5b18-4e08-a60f-9247e77d3b3e · outbound

This paper cites A., Makowski, J., and Zell, A.

Fruit-HSNet: A Machine Learning Approach for Hyperspectral Image-Based Fruit Ripeness Prediction A., Makowski, J., and Zell, A

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:29:01.568048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 644a10dc-28ea-4c07-9da1-62de880dca57 · outbound

This paper cites an unresolved cited work.

Fruit-HSNet: A Machine Learning Approach for Hyperspectral Image-Based Fruit Ripeness Prediction Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:29:01.285483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 10f42853-a0c4-47aa-b4fa-c7abeae8d8a6 · outbound

This paper cites an unresolved cited work.

Fruit-HSNet: A Machine Learning Approach for Hyperspectral Image-Based Fruit Ripeness Prediction Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:29:00.950810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Pith citing papers

No inbound Pith citation observations are available.