Paper Citation Record · LEDGER

A Novel Lightweight Transformer with Edge-Aware Fusion for Remote Sensing Image Captioning

As of 23 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 1 inbound Pith citation observation for arXiv:2506.09429.

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

pith.paper-citation-record.v1
2506.09429 v1

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:52:58.810529Z

measured 34 of 34 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-08T04:42:23.124112Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T21:36:18.324140Z

Reference resolution

33 of 33 outbound references displayed

verified exact0
verified fuzzy17
unresolved16
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 29a44a7a-8d79-4ebf-a704-b58cf6e61bec · outbound

This paper cites Deep semantic understanding of high resolution remote sensing image,.

A Novel Lightweight Transformer with Edge-Aware Fusion for Remote Sensing Image Captioning Deep semantic understanding of high resolution remote sensing image,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:52:59.331960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f98b4755-1554-4f84-b4a3-5b778e67a4d6 · outbound

This paper cites Exploring models and data for remote sensing image caption generation,.

A Novel Lightweight Transformer with Edge-Aware Fusion for Remote Sensing Image Captioning Exploring models and data for remote sensing image caption generation,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T04:52:58.652604Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94fed403-7677-4d5c-966e-ba683f3bfb3e · outbound

This paper cites A new cnn-rnn framework for remote sensing image captioning,.

A Novel Lightweight Transformer with Edge-Aware Fusion for Remote Sensing Image Captioning A new cnn-rnn framework for remote sensing image captioning,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:52:59.304517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3780e3a5-c54f-4655-b5eb-d488988c4813 · outbound

This paper cites A novel svm-based decoder for remote sens- ing image captioning,.

A Novel Lightweight Transformer with Edge-Aware Fusion for Remote Sensing Image Captioning A novel svm-based decoder for remote sens- ing image captioning,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T04:52:58.663024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d0e270f-3722-4b48-9161-d401114d1820 · outbound

This paper cites Trtr-cmr: Cross- modal reasoning dual transformer for remote sensing image captioning,.

A Novel Lightweight Transformer with Edge-Aware Fusion for Remote Sensing Image Captioning Trtr-cmr: Cross- modal reasoning dual transformer for remote sensing image captioning,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T04:52:58.668397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b24e10f-7781-4488-ab02-cd9f005f0942 · outbound

This paper cites Good Representation, Better Explanation: Role of Convolutional Neural Networks in Transformer-Based Remote Sensing Image Captioning.

A Novel Lightweight Transformer with Edge-Aware Fusion for Remote Sensing Image Captioning Good Representation, Better Explanation: Role of Convolutional Neural Networks in Transformer-Based Remote Sensing Image Captioning

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T04:52:58.673536Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4602062f-2581-4814-a8ba-d238e76e01f2 · outbound

This paper cites A textgcn-based decoding approach for improv- ing remote sensing image captioning,.

A Novel Lightweight Transformer with Edge-Aware Fusion for Remote Sensing Image Captioning A textgcn-based decoding approach for improv- ing remote sensing image captioning,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T04:52:58.679513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9261b26f-b09d-40f0-9862-2f6effbb01ed · outbound

This paper cites Learning consensus- aware semantic knowledge for remote sensing image captioning,.

A Novel Lightweight Transformer with Edge-Aware Fusion for Remote Sensing Image Captioning Learning consensus- aware semantic knowledge for remote sensing image captioning,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:52:59.257632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 74747a6c-74f5-4fcf-988e-ee061d9802bc · outbound

This paper cites Cd4c: Change detection for remote sensing image change captioning,.

A Novel Lightweight Transformer with Edge-Aware Fusion for Remote Sensing Image Captioning Cd4c: Change detection for remote sensing image change captioning,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T04:52:58.689449Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 450126af-60f2-4f5b-bb18-c0e3fff1272e · outbound

This paper cites Semantic-Spatial Feature Fusion with Dynamic Graph Refinement for Remote Sensing Image Captioning.

A Novel Lightweight Transformer with Edge-Aware Fusion for Remote Sensing Image Captioning Semantic-Spatial Feature Fusion with Dynamic Graph Refinement for Remote Sensing Image Captioning

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T04:52:58.694176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c236c805-8d70-43d3-9cca-fa9d6f9d8757 · outbound

This paper cites A residual network and bi-directional lstm based hybrid approach to remote sensing image captioning,.

A Novel Lightweight Transformer with Edge-Aware Fusion for Remote Sensing Image Captioning A residual network and bi-directional lstm based hybrid approach to remote sensing image captioning,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:52:59.231248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 31bdcb56-47cd-42a8-a5ff-9271585faeb3 · outbound

This paper cites Attention is all you need,.

A Novel Lightweight Transformer with Edge-Aware Fusion for Remote Sensing Image Captioning Attention is all you need,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T04:52:58.704200Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ff52ece-6b42-41e6-ab93-9bdf5127a745 · outbound

This paper cites Cross-modal retrieval and semantic refinement for remote sensing image captioning,.

A Novel Lightweight Transformer with Edge-Aware Fusion for Remote Sensing Image Captioning Cross-modal retrieval and semantic refinement for remote sensing image captioning,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:52:59.205375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b81dcaf6-06a3-44d0-b7db-2d3965c55f9c · outbound

This paper cites A multiscale group- ing transformer with clip latents for remote sensing image captioning,.

A Novel Lightweight Transformer with Edge-Aware Fusion for Remote Sensing Image Captioning A multiscale group- ing transformer with clip latents for remote sensing image captioning,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:52:59.189397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 28bb3e85-34ad-4d81-b867-e6710b6777bf · outbound

This paper cites Bootstrapping interactive image–text alignment for remote sensing image captioning,.

A Novel Lightweight Transformer with Edge-Aware Fusion for Remote Sensing Image Captioning Bootstrapping interactive image–text alignment for remote sensing image captioning,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:52:59.170213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 0ffe207e-9064-4ac8-bebb-d7c80a498ae6 · outbound

This paper cites Exploring region features in remote sensing image captioning,.

A Novel Lightweight Transformer with Edge-Aware Fusion for Remote Sensing Image Captioning Exploring region features in remote sensing image captioning,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:52:59.151663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 0970323e-b30a-4dea-9537-9097693f2d4c · outbound

This paper cites Ragcap: Retrieval-augmented generation for style-aware remote sensing image captioning without fine- tuning,.

A Novel Lightweight Transformer with Edge-Aware Fusion for Remote Sensing Image Captioning Ragcap: Retrieval-augmented generation for style-aware remote sensing image captioning without fine- tuning,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:52:59.135765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b2ccb4d2-1f74-471d-ad7b-92125cf8ee8e · outbound

This paper cites Rsgpt: A remote sensing vision language model and benchmark,.

A Novel Lightweight Transformer with Edge-Aware Fusion for Remote Sensing Image Captioning Rsgpt: A remote sensing vision language model and benchmark,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:52:59.119165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 98520fdb-8511-479f-a433-39294be12e12 · outbound

This paper cites Skyeyegpt: Unifying remote sensing vision-language tasks via instruction tuning with large language model,.

A Novel Lightweight Transformer with Edge-Aware Fusion for Remote Sensing Image Captioning Skyeyegpt: Unifying remote sensing vision-language tasks via instruction tuning with large language model,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:52:59.103135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 490c7d8c-b032-464a-bd5b-de2737728136 · outbound

This paper cites A computational approach to edge detection,.

A Novel Lightweight Transformer with Edge-Aware Fusion for Remote Sensing Image Captioning A computational approach to edge detection,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T04:52:58.743642Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 166b207d-9cb5-4480-968c-ea9db472fd30 · outbound

This paper cites A 3x3 isotropic gradient operator for image processing,.

A Novel Lightweight Transformer with Edge-Aware Fusion for Remote Sensing Image Captioning A 3x3 isotropic gradient operator for image processing,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T04:52:58.748561Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 998c4bca-e363-4405-847d-bd5c05eeb534 · outbound

This paper cites Theory of edge detection,.

A Novel Lightweight Transformer with Edge-Aware Fusion for Remote Sensing Image Captioning Theory of edge detection,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T04:52:58.754248Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 284fb707-8cb3-4e6c-b73a-764a6c5956a3 · outbound

This paper cites Saliency-guided unsupervised feature learning for scene classification,.

A Novel Lightweight Transformer with Edge-Aware Fusion for Remote Sensing Image Captioning Saliency-guided unsupervised feature learning for scene classification,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:52:59.047989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 593e8f98-4aa4-4c2d-ace8-b0af73d9fe91 · outbound

This paper cites Bag-of-visual-words and spatial extensions for land-use classification,.

A Novel Lightweight Transformer with Edge-Aware Fusion for Remote Sensing Image Captioning Bag-of-visual-words and spatial extensions for land-use classification,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T04:52:58.765516Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85677260-cb0d-499c-883f-069d0f69aa25 · outbound

This paper cites Aid: A benchmark data set for performance evaluation of aerial scene classification,.

A Novel Lightweight Transformer with Edge-Aware Fusion for Remote Sensing Image Captioning Aid: A benchmark data set for performance evaluation of aerial scene classification,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:52:59.016508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 71527fc7-ad88-4336-871d-6236d9ca4116 · outbound

This paper cites Relevance of Unsupervised Metrics in Task-Oriented Dialogue for Evaluating Natural Language Generation.

A Novel Lightweight Transformer with Edge-Aware Fusion for Remote Sensing Image Captioning Relevance of Unsupervised Metrics in Task-Oriented Dialogue for Evaluating Natural Language Generation

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T04:52:58.776462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f3b0bd0-a9e4-42a7-8294-a0f9513a5844 · outbound

This paper cites Bleu: a method for automatic evaluation of machine translation,.

A Novel Lightweight Transformer with Edge-Aware Fusion for Remote Sensing Image Captioning Bleu: a method for automatic evaluation of machine translation,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:52:58.999398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f9dd6cce-b2ef-4ec3-833f-4da3201b97ff · outbound

This paper cites METEOR: An automatic metric for MT evaluation with high levels of correlation with human judgments,.

A Novel Lightweight Transformer with Edge-Aware Fusion for Remote Sensing Image Captioning METEOR: An automatic metric for MT evaluation with high levels of correlation with human judgments,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:52:58.983235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation eae800a1-920d-425d-b724-9b66ae85cf8d · outbound

This paper cites ROUGE: A package for automatic evaluation of summaries,.

A Novel Lightweight Transformer with Edge-Aware Fusion for Remote Sensing Image Captioning ROUGE: A package for automatic evaluation of summaries,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:52:58.966410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 148c0305-9ed2-489f-9b9c-9e882b479b98 · outbound

This paper cites Cider: Consensus- based image description evaluation,.

A Novel Lightweight Transformer with Edge-Aware Fusion for Remote Sensing Image Captioning Cider: Consensus- based image description evaluation,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T04:52:58.796644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b465c651-6f47-49e3-a841-99be16d7e26e · outbound

This paper cites Semantic descriptions of high-resolution remote sensing images,.

A Novel Lightweight Transformer with Edge-Aware Fusion for Remote Sensing Image Captioning Semantic descriptions of high-resolution remote sensing images,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T04:52:58.801354Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab9e758c-0c07-4f85-8d1c-1054b4703b38 · outbound

This paper cites Sd-rsic: Summarization-driven deep remote sensing image captioning,.

A Novel Lightweight Transformer with Edge-Aware Fusion for Remote Sensing Image Captioning Sd-rsic: Summarization-driven deep remote sensing image captioning,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:52:58.925251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b0f74217-9db6-41ad-8657-8c541dfc41ee · outbound

This paper cites Improving image captioning systems with postprocessing strategies,.

A Novel Lightweight Transformer with Edge-Aware Fusion for Remote Sensing Image Captioning Improving image captioning systems with postprocessing strategies,

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T04:52:58.810529Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation ea88863a-8d54-4596-ad23-d78d220dd3c2 · inbound

JSSFF: A Joint Structural-Semantic Fusion Framework for Remote Sensing Image Captioning cites this paper.

JSSFF: A Joint Structural-Semantic Fusion Framework for Remote Sensing Image Captioning A Novel Lightweight Transformer with Edge-Aware Fusion for Remote Sensing Image Captioning

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-11T21:36:18.335294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.