Paper Citation Record · LEDGER

Contour Field based Elliptical Shape Prior for the Segment Anything Model

As of 21 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 0 inbound Pith citation observations for arXiv:2504.12556.

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

pith.paper-citation-record.v1
2504.12556 v2

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:36:09.037053Z

measured 42 of 42 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

42 of 42 outbound references displayed

verified exact7
verified fuzzy21
unresolved11
parse uncertain0
malformed identifier0
metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4c8822cb-8349-4b38-8fb2-c519d56fb41a · outbound

This paper cites Some generalized order-disorder transformations.

Contour Field based Elliptical Shape Prior for the Segment Anything Model Some generalized order-disorder transformations

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:36:10.594105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 91558d45-b48b-4bb7-ba28-bb576a5ca26e · outbound

This paper cites Snakes: Active contour models.

Contour Field based Elliptical Shape Prior for the Segment Anything Model Snakes: Active contour models

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:36:10.577110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5c60c301-5587-4a29-baf1-71e5da28c99a · outbound

This paper cites Active contours without edges.

Contour Field based Elliptical Shape Prior for the Segment Anything Model Active contours without edges

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:36:10.555783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e27614c7-9d51-4de9-be6e-8c9d3d3c9e5b · outbound

This paper cites Interactive graph cuts for optimal boundary & region segmentation of objects in N - D images.

Contour Field based Elliptical Shape Prior for the Segment Anything Model Interactive graph cuts for optimal boundary & region segmentation of objects in N - D images

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:36:10.537505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0694ffaa-a5b4-4835-8a30-3d9a58d028db · outbound

This paper cites Semiautomatic segmentation with compact shape prior.

Contour Field based Elliptical Shape Prior for the Segment Anything Model Semiautomatic segmentation with compact shape prior

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:36:10.513811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d878ec68-8769-40ce-ab72-68022d578afc · outbound

This paper cites Graph cut based image segmentation with connectivity priors.

Contour Field based Elliptical Shape Prior for the Segment Anything Model Graph cut based image segmentation with connectivity priors

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:36:10.493308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6e52262d-b6f7-4991-b6ec-a103c78def2e · outbound

This paper cites Star shape prior for graph - cut image segmentation.

Contour Field based Elliptical Shape Prior for the Segment Anything Model Star shape prior for graph - cut image segmentation

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:36:10.469972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f1bac248-5ece-4d2a-b19c-47eb5237ec4e · outbound

This paper cites Convexity shape prior for binary segmentation.

Contour Field based Elliptical Shape Prior for the Segment Anything Model Convexity shape prior for binary segmentation

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:36:10.451568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 99651e43-e8df-4311-af12-b746ff862371 · outbound

This paper cites Convexity shape prior for level set - based image segmentation method.

Contour Field based Elliptical Shape Prior for the Segment Anything Model Convexity shape prior for level set - based image segmentation method

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:36:10.430996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a7474f92-c204-4013-bb4b-9efb0c991285 · outbound

This paper cites Barba, and J.

Contour Field based Elliptical Shape Prior for the Segment Anything Model Barba, and J

Reference 10

Resolution: verified exact; doi, observed 2026-08-16T12:36:09.223166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation edc7e651-86af-46f7-92bc-ced890224492 · outbound

This paper cites Lip image segmentation using fuzzy clustering incorporating an elliptic shape function.

Contour Field based Elliptical Shape Prior for the Segment Anything Model Lip image segmentation using fuzzy clustering incorporating an elliptic shape function

Reference 11

Resolution: metadata mismatch; raw_fallback, observed 2026-08-16T12:36:10.111904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ada5a601-a73b-41b7-88ca-26e2cec729b4 · outbound

This paper cites Graph cuts segmentation using an elliptical shape prior.

Contour Field based Elliptical Shape Prior for the Segment Anything Model Graph cuts segmentation using an elliptical shape prior

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:36:10.406537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b796a543-1511-430b-805e-8487398b08dd · outbound

This paper cites Shape-based segmentation of tomatoes for agriculture monitoring.

Contour Field based Elliptical Shape Prior for the Segment Anything Model Shape-based segmentation of tomatoes for agriculture monitoring

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:36:10.384838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6d1ad47d-4fbf-4aa4-b088-285d96616a3c · outbound

This paper cites Ukpai, Satnam S.

Contour Field based Elliptical Shape Prior for the Segment Anything Model Ukpai, Satnam S

Reference 14

Resolution: verified exact; doi, observed 2026-08-16T12:36:09.200060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 24bb65c2-1e17-4ef1-94a5-8dd03c9b071f · outbound

This paper cites Segmentation of the left ventricle in cardiac cine MRI using a shape-constrained snake model.

Contour Field based Elliptical Shape Prior for the Segment Anything Model Segmentation of the left ventricle in cardiac cine MRI using a shape-constrained snake model

Reference 15

Resolution: verified exact; doi, observed 2026-08-16T12:36:09.172625Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation bbe62598-5558-4f84-bbd1-5cff5ee940a0 · outbound

This paper cites Fully convolutional networks for semantic segmentation.

Contour Field based Elliptical Shape Prior for the Segment Anything Model Fully convolutional networks for semantic segmentation

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-16T12:36:08.833149Z

Source-reported events for the cited work

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Observation ddd24f56-d431-4e63-8067-f69319d7917c · outbound

This paper cites U- Net : Convolutional networks for biomedical image segmentation.

Contour Field based Elliptical Shape Prior for the Segment Anything Model U- Net : Convolutional networks for biomedical image segmentation

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:36:10.366185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation fadf0024-fbdb-47b3-b18e-38b34085a501 · outbound

This paper cites Segment anything.

Contour Field based Elliptical Shape Prior for the Segment Anything Model Segment anything

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:36:10.341912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ee1e211a-d3c4-4c5b-b831-729db0e1d86f · outbound

This paper cites Segment anything in medical images.

Contour Field based Elliptical Shape Prior for the Segment Anything Model Segment anything in medical images

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-16T12:36:08.856197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a42b5d77-d3c3-4dfb-bf31-9367eab40c9a · outbound

This paper cites How to Efficiently Adapt Large Segmentation Model(SAM) to Medical Images.

Contour Field based Elliptical Shape Prior for the Segment Anything Model How to Efficiently Adapt Large Segmentation Model(SAM) to Medical Images

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-16T12:36:08.869644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b504a84e-2ab1-4494-a42d-eeaa5219d25f · outbound

This paper cites SAM-Med2D.

Contour Field based Elliptical Shape Prior for the Segment Anything Model SAM-Med2D

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-16T12:36:08.877252Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f5a10f6-4dc1-462d-ad1e-0f3bfa2832db · outbound

This paper cites Learnable Ophthalmology SAM.

Contour Field based Elliptical Shape Prior for the Segment Anything Model Learnable Ophthalmology SAM

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-16T12:36:08.883594Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bfb3e233-b21b-4b34-b82f-abbaa46e1f27 · outbound

This paper cites RSAM-Seg: A SAM-based Approach with Prior Knowledge Integration for Remote Sensing Image Semantic Segmentation.

Contour Field based Elliptical Shape Prior for the Segment Anything Model RSAM-Seg: A SAM-based Approach with Prior Knowledge Integration for Remote Sensing Image Semantic Segmentation

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-08-16T12:36:09.850097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c40a1c1d-ce3a-4065-a954-e5573a2db15c · outbound

This paper cites SAM Fails to Segment Anything? -- SAM-Adapter: Adapting SAM in Underperformed Scenes: Camouflage, Shadow, Medical Image Segmentation, and More.

Contour Field based Elliptical Shape Prior for the Segment Anything Model SAM Fails to Segment Anything? -- SAM-Adapter: Adapting SAM in Underperformed Scenes: Camouflage, Shadow, Medical Image Segmentation, and More

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-16T12:36:08.896305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bfea2515-a5fe-4fe9-9eb1-6b10f1e84991 · outbound

This paper cites Star shape prior in fully convolutional networks for skin lesion segmentation.

Contour Field based Elliptical Shape Prior for the Segment Anything Model Star shape prior in fully convolutional networks for skin lesion segmentation

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:36:10.317650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b4ce6df1-ce37-43ca-8737-f82c8ddf83e6 · outbound

This paper cites Noise-robust pupil center detection through cnn-based segmentation with shape-prior loss.

Contour Field based Elliptical Shape Prior for the Segment Anything Model Noise-robust pupil center detection through cnn-based segmentation with shape-prior loss

Reference 26

Resolution: metadata mismatch; raw_fallback, observed 2026-08-16T12:36:09.772043Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c6526169-4164-40b5-9d81-c383fd6f39c7 · outbound

This paper cites Accurate cnn-based pupil segmentation with an ellipse fit error regularization term.

Contour Field based Elliptical Shape Prior for the Segment Anything Model Accurate cnn-based pupil segmentation with an ellipse fit error regularization term

Reference 27

Resolution: metadata mismatch; raw_fallback, observed 2026-08-16T12:36:09.648380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2629e88b-1294-4b62-b70e-806218e3932b · outbound

This paper cites Deep convolutional neural networks with spatial regularization, volume and star-shape priors for image segmentation.

Contour Field based Elliptical Shape Prior for the Segment Anything Model Deep convolutional neural networks with spatial regularization, volume and star-shape priors for image segmentation

Reference 28

Resolution: verified exact; doi, observed 2026-08-16T12:36:09.128375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 571b12f8-6d31-415e-918e-b7a242571cd6 · outbound

This paper cites Contour flow constraint: Preserving global shape similarity for deep learning based image segmentation, 2025.

Contour Field based Elliptical Shape Prior for the Segment Anything Model Contour flow constraint: Preserving global shape similarity for deep learning based image segmentation, 2025

Reference 29

Resolution: verified exact; raw_fallback, observed 2026-08-16T12:36:09.540370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 66f2accd-6c85-4b9d-a966-9afc02bd6d51 · outbound

This paper cites A continuous max-flow approach to potts model.

Contour Field based Elliptical Shape Prior for the Segment Anything Model A continuous max-flow approach to potts model

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:36:10.297383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7234f0aa-769e-4611-abd1-561c2d288299 · outbound

This paper cites Threshold dynamics for networks with arbitrary surface tensions.

Contour Field based Elliptical Shape Prior for the Segment Anything Model Threshold dynamics for networks with arbitrary surface tensions

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:36:10.276196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0c31c419-a2d2-4b8b-9bb6-56c86216b5ff · outbound

This paper cites An efficient iterative thresholding method for image segmentation.

Contour Field based Elliptical Shape Prior for the Segment Anything Model An efficient iterative thresholding method for image segmentation

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:36:10.251699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 92173e99-283e-4ab6-84aa-765664dcec10 · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

Contour Field based Elliptical Shape Prior for the Segment Anything Model An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-16T12:36:08.977323Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ffa1be9-02a2-4933-8682-cba33b553d26 · outbound

This paper cites Understanding Segment Anything Model: SAM is Biased Towards Texture Rather than Shape.

Contour Field based Elliptical Shape Prior for the Segment Anything Model Understanding Segment Anything Model: SAM is Biased Towards Texture Rather than Shape

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-16T12:36:08.984893Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 118be838-476f-4a57-99ea-ee513e192faf · outbound

This paper cites Refuge challenge: A unified framework for evaluating automated methods for glaucoma assessment from fundus photographs.

Contour Field based Elliptical Shape Prior for the Segment Anything Model Refuge challenge: A unified framework for evaluating automated methods for glaucoma assessment from fundus photographs

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-16T12:36:08.993722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe89fd93-e297-46bb-bf0a-c838f06cd101 · outbound

This paper cites Deep learning techniques for automatic MRI cardiac multi-structures segmentation and diagnosis: Is the problem solved? IEEE Trans.

Contour Field based Elliptical Shape Prior for the Segment Anything Model Deep learning techniques for automatic MRI cardiac multi-structures segmentation and diagnosis: Is the problem solved? IEEE Trans

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-16T12:36:08.999370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32973ca8-a88d-4344-8bc3-d54d852fdf66 · outbound

This paper cites an unresolved cited work.

Contour Field based Elliptical Shape Prior for the Segment Anything Model Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:36:10.225111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation edfe2dc5-8547-40bd-a007-ce838d2bb730 · outbound

This paper cites Towards complete and accurate iris segmentation using deep multi - task attention network for non - cooperative iris recognition.

Contour Field based Elliptical Shape Prior for the Segment Anything Model Towards complete and accurate iris segmentation using deep multi - task attention network for non - cooperative iris recognition

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:36:10.204263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d5173586-2a2d-4eed-991d-20db64163da5 · outbound

This paper cites Pap-smear benchmark data for pattern classification.

Contour Field based Elliptical Shape Prior for the Segment Anything Model Pap-smear benchmark data for pattern classification

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:36:10.183481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2304cc6e-c0c0-4f42-93d2-3b693f70b4d7 · outbound

This paper cites Rim-one dl: A unified retinal image database for assessing glaucoma using deep learning.

Contour Field based Elliptical Shape Prior for the Segment Anything Model Rim-one dl: A unified retinal image database for assessing glaucoma using deep learning

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:36:10.160387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e4775b02-b073-4642-ac06-b7c1556dbd84 · outbound

This paper cites Retinal fundus images for glaucoma analysis: the riga dataset.

Contour Field based Elliptical Shape Prior for the Segment Anything Model Retinal fundus images for glaucoma analysis: the riga dataset

Reference 41

Resolution: verified exact; doi, observed 2026-08-16T12:36:09.093130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5b91f821-d2d4-4069-b6b8-c163de61cdd3 · outbound

This paper cites Deep learning based adversarial disturbances in fundus image analysis.

Contour Field based Elliptical Shape Prior for the Segment Anything Model Deep learning based adversarial disturbances in fundus image analysis

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:36:10.131635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

No inbound Pith citation observations are available.