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Paper Citation Record · LEDGER

MASF-YOLO: An Improved YOLOv11 Network for Small Object Detection on Drone View

As of 20 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 1 inbound Pith citation observation for arXiv:2504.18136.

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

pith.paper-citation-record.v1
2504.18136 v1

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T10:26:45.974841Z

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T18:33:05.534026Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

25 of 25 outbound references displayed

  • verified exact4
  • verified fuzzy19
  • unresolved2
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 33c990ac-6c3e-431f-9829-9f760d09d3d5 · outbound

This paper cites Machine Learning for Precision Agriculture Using Imagery from Unmanned Aerial Vehicles (UAVs): A Survey.

MASF-YOLO: An Improved YOLOv11 Network for Small Object Detection on Drone View Machine Learning for Precision Agriculture Using Imagery from Unmanned Aerial Vehicles (UAVs): A Survey

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:26:46.512063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-16T10:26:45.843536Z digest=sha256:4448a207219f09f77a8e6866aaf279a619e55b41c7d2ff8f4a1b10ef0a391a8b

Observation cd82f3cc-1ac9-4d46-bac8-74c2aaff201f · outbound

This paper cites A review on early wildfire detection from unmanned aerial vehicles using deep learning-based computer vision algorithms.

MASF-YOLO: An Improved YOLOv11 Network for Small Object Detection on Drone View A review on early wildfire detection from unmanned aerial vehicles using deep learning-based computer vision algorithms

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:26:46.496221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-16T10:26:45.849845Z digest=sha256:3f19fb561db9f593a2b62c17bca6f55208555718c8ce89b3bb85b0e5faffb558

Observation 2fda2f46-531d-41bd-af09-c75646e2254c · outbound

This paper cites Smart Traffic Monitoring through Drone Images via Yolov5 and Kalman Filter.

MASF-YOLO: An Improved YOLOv11 Network for Small Object Detection on Drone View Smart Traffic Monitoring through Drone Images via Yolov5 and Kalman Filter

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:26:46.478314Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-16T10:26:45.854896Z digest=sha256:91391b351a91d1cc65de95672e16f1e0833b488ea994fa6c5517fbb668b5cb1c

Observation 3e3d21d6-1920-4d96-9147-2007c60f7918 · outbound

This paper cites Fast R-CNN.

MASF-YOLO: An Improved YOLOv11 Network for Small Object Detection on Drone View Fast R-CNN

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:26:46.462038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-16T10:26:45.861541Z digest=sha256:9db23c3e115fd38e18a3d438578beea9c4084a53a384d28ebbcc4301046db012

Observation 4076ab72-2685-4c68-8a1a-dbe5ef95ccb5 · outbound

This paper cites Faster R-CNN: Towards real- time object detection with region proposal networks.

MASF-YOLO: An Improved YOLOv11 Network for Small Object Detection on Drone View Faster R-CNN: Towards real- time object detection with region proposal networks

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:26:46.444085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-16T10:26:45.866454Z digest=sha256:45310321616294b0ffbb25c8d1bb7646d9c59a84ff0073eb2b2b84a5cc511ced

Observation baa1a854-90bf-4d9e-b83b-8bea9d7cc3b2 · outbound

This paper cites Mask R-CNN.

MASF-YOLO: An Improved YOLOv11 Network for Small Object Detection on Drone View Mask R-CNN

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:26:46.427236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-16T10:26:45.871798Z digest=sha256:68627b19ef217c79249b8eef3ca8e19f0bb3681f663baa1afa316e97cec6c1a6

Observation 435f3307-496a-43d6-bb2d-ddbfe263d4f4 · outbound

This paper cites Jocher (2022) Yolov5.

MASF-YOLO: An Improved YOLOv11 Network for Small Object Detection on Drone View Jocher (2022) Yolov5

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:26:46.402294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-16T10:26:45.877335Z digest=sha256:cbf83da82974cdea7c53a6c2e2ba6b98e117479e3d7b277fd2f8df86fd85d7b9

Observation a3bab3aa-3795-46e9-a11d-4c0890f77f2e · outbound

This paper cites Jocher , A.

MASF-YOLO: An Improved YOLOv11 Network for Small Object Detection on Drone View Jocher , A

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:26:46.377409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-16T10:26:45.882114Z digest=sha256:4103f7257ab940d3701b38753af7ffc69f5b0bc957b5d061fdf75e056f0ef72f

Observation 243292a1-21cd-497a-93f3-961edcb465a3 · outbound

This paper cites YOLOv11: An Overview of the Key Architectural Enhancements.

MASF-YOLO: An Improved YOLOv11 Network for Small Object Detection on Drone View YOLOv11: An Overview of the Key Architectural Enhancements

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-16T10:26:45.887871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:26:45.887871Z digest=sha256:dc4c1053c3789b1c3faeaf47ab542dcf0a09aff44f7eef83ad275e9d1ebeb269

Observation b4f77257-63dc-46c9-a984-cfda582873f1 · outbound

This paper cites SSD: Single shot multibox detector,.

MASF-YOLO: An Improved YOLOv11 Network for Small Object Detection on Drone View SSD: Single shot multibox detector,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:26:46.360260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-16T10:26:45.894142Z digest=sha256:8e67152a38a4d17f41668fa9eec0f05a07685ea3e20e24179c8ab1c073953c97

Observation 3334f0eb-b9e7-434d-8e2e-55fbeb1ea878 · outbound

This paper cites Large Selective Kernel Network for Remote Sensing Object Detection.

MASF-YOLO: An Improved YOLOv11 Network for Small Object Detection on Drone View Large Selective Kernel Network for Remote Sensing Object Detection

Reference 11

Resolution
verified exact
local_arxiv, observed 2026-08-16T10:26:46.116840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-16T10:26:45.900288Z digest=sha256:8963ec4836f0de890b99bf08cb4ab4103ef351e8a1a2914f5a5a22f4c7d7e4c3

Observation 49ed7af5-3190-4796-b82a-cfd5c1699f26 · outbound

This paper cites Poly Kernel Inception Network for Remote Sensing Detection.

MASF-YOLO: An Improved YOLOv11 Network for Small Object Detection on Drone View Poly Kernel Inception Network for Remote Sensing Detection

Reference 12

Resolution
verified exact
local_arxiv, observed 2026-08-16T10:26:46.093465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-16T10:26:45.905552Z digest=sha256:5f91c0e9d8c3e6ed7dad818740a6809044edfe109db60f77e050d9c8d1477a53

Observation 836dc8e4-0968-40df-a97a-00d4501b89f3 · outbound

This paper cites High-Resolution Feature Pyramid Network for Small Object Detection on Drone View.

MASF-YOLO: An Improved YOLOv11 Network for Small Object Detection on Drone View High-Resolution Feature Pyramid Network for Small Object Detection on Drone View

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:26:46.333436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-16T10:26:45.910483Z digest=sha256:7f2225d555bd920fcc0e9e3ddcddea92662a8c649c7bdf36215e0d64fbc29424

Observation 797d1dfe-70a2-42ae-9632-057027d8c63b · outbound

This paper cites FFCA-YOLO for small object detection in remote sensing images.

MASF-YOLO: An Improved YOLOv11 Network for Small Object Detection on Drone View FFCA-YOLO for small object detection in remote sensing images

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:26:46.314441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-16T10:26:45.915265Z digest=sha256:813e838913ce4bbe2ae8b46b4ea6dc49aed6f2929a7128d6858d0cf4ac18855e

Observation 32f9f7b5-889e-4a09-b6f3-c997aae5a1ce · outbound

This paper cites Visual attention network.

MASF-YOLO: An Improved YOLOv11 Network for Small Object Detection on Drone View Visual attention network

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:26:46.294992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-16T10:26:45.920185Z digest=sha256:fde01c91769a653ebf77ea6367d6c831b52f51a828740282b06af7beea80b5f9

Observation 87db9716-afb7-47d2-adc6-3f70f36344c7 · outbound

This paper cites Efficient Multi-Scale Attention Module with Cross-Spatial Learning.

MASF-YOLO: An Improved YOLOv11 Network for Small Object Detection on Drone View Efficient Multi-Scale Attention Module with Cross-Spatial Learning

Reference 16

Resolution
verified exact
local_arxiv, observed 2026-08-16T10:26:46.069105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-16T10:26:45.927935Z digest=sha256:ebe186a723506a48f1e894927224aac641b92c354dc0aafdaa50c420bbe9faff

Observation b7805960-95ea-46ee-bdac-9328bb5c2e54 · outbound

This paper cites HCF-Net: Hierarchical Context Fusion Network for Infrared Small Object Detection.

MASF-YOLO: An Improved YOLOv11 Network for Small Object Detection on Drone View HCF-Net: Hierarchical Context Fusion Network for Infrared Small Object Detection

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-16T10:26:45.934019Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:26:45.934019Z digest=sha256:ececd603b36586f63792db2affe7682ea48ca2648297a6b7b7e626cdd7731ea0

Observation 473359a5-d981-4753-8f17-fdb832830829 · outbound

This paper cites Feature Pyramid Networks for Object Detection.

MASF-YOLO: An Improved YOLOv11 Network for Small Object Detection on Drone View Feature Pyramid Networks for Object Detection

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:26:46.277248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-16T10:26:45.939091Z digest=sha256:84453914c2cf320bcc3047c84a959ecb0b1fd2fee0cd0638ed1c3d57cd4b5c0f

Observation 38bd81a8-4b4b-4472-b1bf-73bf2acbaf22 · outbound

This paper cites Path Aggregation Network for Instance Segmentation.

MASF-YOLO: An Improved YOLOv11 Network for Small Object Detection on Drone View Path Aggregation Network for Instance Segmentation

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:26:46.260374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-16T10:26:45.944369Z digest=sha256:3d8763b61710883ff79496b65365d807b090ce8fa3600c8383ec3dbe92d1353e

Observation 99c5ad96-7073-4df2-b450-194e29d38bea · outbound

This paper cites EfficientDet: Scalable and Efficient Object Detection.

MASF-YOLO: An Improved YOLOv11 Network for Small Object Detection on Drone View EfficientDet: Scalable and Efficient Object Detection

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:26:46.239726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-16T10:26:45.950354Z digest=sha256:7d143273742fe7a0d64fbcc2010efa881a2bce478f3f54bf601402643bc6827c

Observation c914939f-6539-4714-a585-835bf22d5c67 · outbound

This paper cites AFPN: Asymptotic Feature Pyramid Network for Object Detection.

MASF-YOLO: An Improved YOLOv11 Network for Small Object Detection on Drone View AFPN: Asymptotic Feature Pyramid Network for Object Detection

Reference 21

Resolution
verified exact
local_arxiv, observed 2026-08-16T10:26:46.027127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-16T10:26:45.955034Z digest=sha256:b0c1da2ece8acd3173a97e9bcf4cab08eb08101a6931fb7eae022a0490a8af6a

Observation e6cceadf-84f0-40a6-8120-0a3d81472b7c · outbound

This paper cites InceptionNeXt: When Inception Meets ConvNeXt.

MASF-YOLO: An Improved YOLOv11 Network for Small Object Detection on Drone View InceptionNeXt: When Inception Meets ConvNeXt

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:26:46.214656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-16T10:26:45.960722Z digest=sha256:12a55e4f8dccca6ed6572365e1c1fe2892baeccb6d3c562f5067a54e3915b87e

Observation 1c228f84-17da-497a-be29-9c237f4b2851 · outbound

This paper cites Cascade R -CNN: Delving into High Quality Object Detection.

MASF-YOLO: An Improved YOLOv11 Network for Small Object Detection on Drone View Cascade R -CNN: Delving into High Quality Object Detection

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:26:46.194398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-16T10:26:45.965191Z digest=sha256:203d1549a96c6fc75cc10aafbd54f1d94a8c07b71ec2d9568fe69e08a5a24e75

Observation cb00384d-cc22-441b-b003-4cc3c02ba364 · outbound

This paper cites TPH-YOLOv5: Improved YOLOv5 based on transformer prediction head for object detection on drone-captured scenarios.

MASF-YOLO: An Improved YOLOv11 Network for Small Object Detection on Drone View TPH-YOLOv5: Improved YOLOv5 based on transformer prediction head for object detection on drone-captured scenarios

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:26:46.173047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-16T10:26:45.970120Z digest=sha256:964c7a0e0efeac8690b01aa4dad4c41bfceb5c2825d647d8d90cc041e19fe1e0

Observation 415e925f-19dd-4343-938f-4069ac6c04c8 · outbound

This paper cites MSFE-YOLO: An Improved YOLOv8 Network for Object Detection on Drone View.

MASF-YOLO: An Improved YOLOv11 Network for Small Object Detection on Drone View MSFE-YOLO: An Improved YOLOv8 Network for Object Detection on Drone View

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:26:46.154543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-16T10:26:45.974841Z digest=sha256:86712f668ef2713bdbcf857c94caafc840a7352876bd8c0925aaf8849bdff601

Pith citing papers

Observation 03f45b67-c2d8-4ea6-9b10-da2a771d534e · inbound

SDG-Track: A Heterogeneous Observer-Follower Framework for High-Resolution UAV Tracking on Embedded Platforms cites this paper.

SDG-Track: A Heterogeneous Observer-Follower Framework for High-Resolution UAV Tracking on Embedded Platforms MASF-YOLO: An Improved YOLOv11 Network for Small Object Detection on Drone View

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-03T18:33:05.534026Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:33:05.534026Z digest=sha256:6a9ee215ca4f067092c09badd0df85c72dad460cb3cc916192c3986f74720025