Paper Citation Record · LEDGER

When SAM2 Meets Video Shadow and Mirror Detection

As of 11 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 0 inbound Pith citation observations for arXiv:2412.19293.

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

pith.paper-citation-record.v1
2412.19293 v1

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T00:46:41.500491Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+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

38 of 38 outbound references displayed

verified exact3
verified fuzzy21
unresolved14
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 937867b5-fb26-4433-b6f3-9596dc0c3dec · outbound

This paper cites Segment Anything.

When SAM2 Meets Video Shadow and Mirror Detection Segment Anything

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T00:46:41.298641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 396c8741-3c9b-4c9a-85a0-749e73866b13 · outbound

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

When SAM2 Meets Video Shadow and Mirror Detection SAM Fails to Segment Anything? -- SAM-Adapter: Adapting SAM in Underperformed Scenes: Camouflage, Shadow, Medical Image Segmentation, and More

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T00:46:41.304629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 199cc126-3032-42d6-911b-408a9db64852 · outbound

This paper cites Can SAM Segment Anything? When SAM Meets Camouflaged Object Detection.

When SAM2 Meets Video Shadow and Mirror Detection Can SAM Segment Anything? When SAM Meets Camouflaged Object Detection

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T00:46:41.310768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 718ba158-8ce6-4d8d-9db5-7854f2c1e8e6 · outbound

This paper cites Underwater Camouflaged Object Tracking Meets Vision-Language SAM2.

When SAM2 Meets Video Shadow and Mirror Detection Underwater Camouflaged Object Tracking Meets Vision-Language SAM2

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T00:46:41.317658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4c155b5-7de9-4c96-922c-0f47be99cd32 · outbound

This paper cites When SAM Meets Shadow Detection.

When SAM2 Meets Video Shadow and Mirror Detection When SAM Meets Shadow Detection

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-08-11T00:46:41.952800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 996cc93e-c724-45b0-a2f3-b97b5812aedc · outbound

This paper cites Segment anything in medical images,.

When SAM2 Meets Video Shadow and Mirror Detection Segment anything in medical images,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T00:46:41.329399Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67ac5057-0d1a-498c-9427-50346f20694c · outbound

This paper cites Segment anything model for medical image analysis: an experimental study,.

When SAM2 Meets Video Shadow and Mirror Detection Segment anything model for medical image analysis: an experimental study,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:46:42.423947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 126e310e-d310-49dc-8099-bb39e0596245 · outbound

This paper cites Samrs: Scaling-up remote sensing segmentation dataset with segment anything model,.

When SAM2 Meets Video Shadow and Mirror Detection Samrs: Scaling-up remote sensing segmentation dataset with segment anything model,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:46:42.407014Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation aa479bf1-46ba-4d61-8838-79a24818c9be · outbound

This paper cites The segment anything model (sam) for remote sensing applications: From zero to one shot,.

When SAM2 Meets Video Shadow and Mirror Detection The segment anything model (sam) for remote sensing applications: From zero to one shot,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:46:42.391195Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 065eabc7-4679-4235-a45b-d1db31b4cc50 · outbound

This paper cites Towards a Unified View of Parameter-Efficient Transfer Learning.

When SAM2 Meets Video Shadow and Mirror Detection Towards a Unified View of Parameter-Efficient Transfer Learning

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T00:46:41.350027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01967ce5-e1c9-4268-bd2d-4483b78ca739 · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

When SAM2 Meets Video Shadow and Mirror Detection LoRA: Low-Rank Adaptation of Large Language Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T00:46:41.355277Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bfb52543-761a-4542-8f79-e7db71f03806 · outbound

This paper cites AdapterShadow: Adapting Segment Anything Model for Shadow Detection.

When SAM2 Meets Video Shadow and Mirror Detection AdapterShadow: Adapting Segment Anything Model for Shadow Detection

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T00:46:41.361293Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 882f98a6-1f03-4098-9de4-3142d7c50b1e · outbound

This paper cites Make seg- ment anything model perfect on shadow detection,.

When SAM2 Meets Video Shadow and Mirror Detection Make seg- ment anything model perfect on shadow detection,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:46:42.374555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 0cb31ff2-c329-40e9-a660-084d1a83b222 · outbound

This paper cites Medical SAM Adapter: Adapting Segment Anything Model for Medical Image Segmentation.

When SAM2 Meets Video Shadow and Mirror Detection Medical SAM Adapter: Adapting Segment Anything Model for Medical Image Segmentation

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T00:46:41.371655Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0bcbcad-47d1-41ef-8597-56331bb83b68 · outbound

This paper cites 3dsam-adapter: Holistic adaptation of sam from 2d to 3d for promptable tumor segmentation,.

When SAM2 Meets Video Shadow and Mirror Detection 3dsam-adapter: Holistic adaptation of sam from 2d to 3d for promptable tumor segmentation,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:46:42.357366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 25548974-fb77-4d3c-9606-f77c27b19296 · outbound

This paper cites SAM 2: Segment Anything in Images and Videos.

When SAM2 Meets Video Shadow and Mirror Detection SAM 2: Segment Anything in Images and Videos

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T00:46:41.381854Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d19fde6-467a-4af9-b83a-15d3f6a694b6 · outbound

This paper cites SAM2-Adapter: Evaluating & Adapting Segment Anything 2 in Downstream Tasks: Camouflage, Shadow, Medical Image Segmentation, and More.

When SAM2 Meets Video Shadow and Mirror Detection SAM2-Adapter: Evaluating & Adapting Segment Anything 2 in Downstream Tasks: Camouflage, Shadow, Medical Image Segmentation, and More

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T00:46:41.386886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fff2a989-5f73-43b1-b877-471967ffdd95 · outbound

This paper cites Evaluating SAM2's Role in Camouflaged Object Detection: From SAM to SAM2.

When SAM2 Meets Video Shadow and Mirror Detection Evaluating SAM2's Role in Camouflaged Object Detection: From SAM to SAM2

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-08-11T00:46:41.827050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 8e005e2a-2a53-411d-868f-4bddc4547014 · outbound

This paper cites Sam2-unet: Segment anything 2 makes strong encoder for natural and medical image segmentation,.

When SAM2 Meets Video Shadow and Mirror Detection Sam2-unet: Segment anything 2 makes strong encoder for natural and medical image segmentation,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T00:46:41.396927Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1f1023c-d46c-4c3e-9a80-df51991c4cd1 · outbound

This paper cites When SAM2 Meets Video Camouflaged Object Segmentation: A Comprehensive Evaluation and Adaptation.

When SAM2 Meets Video Shadow and Mirror Detection When SAM2 Meets Video Camouflaged Object Segmentation: A Comprehensive Evaluation and Adaptation

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T00:46:41.401919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 880a2892-126b-4555-9ba5-b55e161e3c5c · outbound

This paper cites Evaluation of Segment Anything Model 2: The Role of SAM2 in the Underwater Environment.

When SAM2 Meets Video Shadow and Mirror Detection Evaluation of Segment Anything Model 2: The Role of SAM2 in the Underwater Environment

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T00:46:41.407535Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a321ab16-0cd2-4f71-87f2-a7d19b22827a · outbound

This paper cites Triple- cooperative video shadow detection,.

When SAM2 Meets Video Shadow and Mirror Detection Triple- cooperative video shadow detection,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:46:42.339132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 1781fe83-40c5-42ca-b80b-dabeeecb4392 · outbound

This paper cites Learning to detect mirrors from videos via dual correspondences,.

When SAM2 Meets Video Shadow and Mirror Detection Learning to detect mirrors from videos via dual correspondences,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:46:42.322690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 519944c2-b346-4f9e-8413-f88851759630 · outbound

This paper cites Temporal Feature Warping for Video Shadow Detection.

When SAM2 Meets Video Shadow and Mirror Detection Temporal Feature Warping for Video Shadow Detection

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-08-11T00:46:41.548214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 134a41be-5059-41f9-9d67-e709b8834691 · outbound

This paper cites Spatial-temporal fusion network for fast video shadow detection,.

When SAM2 Meets Video Shadow and Mirror Detection Spatial-temporal fusion network for fast video shadow detection,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:46:42.300830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation ebed49d8-0724-4fd7-be7d-d608a3ab2258 · outbound

This paper cites Video shadow detection via spatio-temporal interpolation consistency training,.

When SAM2 Meets Video Shadow and Mirror Detection Video shadow detection via spatio-temporal interpolation consistency training,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:46:42.280717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 0d8e731f-7942-428b-a74e-73de9c308e9e · outbound

This paper cites Learning shadow correspondence for video shadow detection,.

When SAM2 Meets Video Shadow and Mirror Detection Learning shadow correspondence for video shadow detection,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:46:42.262565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 421ef7ef-82be-4ea1-b1f6-8e7177c90c66 · outbound

This paper cites Semi-supervised video shadow detection via image-assisted pseudo-label generation,.

When SAM2 Meets Video Shadow and Mirror Detection Semi-supervised video shadow detection via image-assisted pseudo-label generation,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:46:42.245486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation da69fe21-c279-46e5-ab14-692f34b53566 · outbound

This paper cites Scotch and soda: A transformer video shadow detection framework,.

When SAM2 Meets Video Shadow and Mirror Detection Scotch and soda: A transformer video shadow detection framework,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:46:42.228436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 459287de-d280-43d8-8fea-e656c4a93808 · outbound

This paper cites Detect any shadow: Segment anything for video shadow detection,.

When SAM2 Meets Video Shadow and Mirror Detection Detect any shadow: Segment anything for video shadow detection,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:46:42.209957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a006224d-33b8-42e2-b424-34b965936db0 · outbound

This paper cites Timeline and boundary guided diffusion network for video shadow detection,.

When SAM2 Meets Video Shadow and Mirror Detection Timeline and boundary guided diffusion network for video shadow detection,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:46:42.186834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 67c5e0aa-30ef-4f43-b809-1043b75e07b7 · outbound

This paper cites Learning motion-guided multi-scale memory features for video shadow detection,.

When SAM2 Meets Video Shadow and Mirror Detection Learning motion-guided multi-scale memory features for video shadow detection,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:46:42.163539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 5c64b9bc-d700-4529-b391-7f6837000f2d · outbound

This paper cites Two-stage video shadow detection via temporal-spatial adaption,.

When SAM2 Meets Video Shadow and Mirror Detection Two-stage video shadow detection via temporal-spatial adaption,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:46:42.144634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e6d65c23-3f34-4aee-bfba-0f14647fe034 · outbound

This paper cites Structure-aware spatial- temporal interaction network for video shadow detection.

When SAM2 Meets Video Shadow and Mirror Detection Structure-aware spatial- temporal interaction network for video shadow detection

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:46:42.124281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 85ea366b-5b47-4e36-91f5-85d2f64c8a29 · outbound

This paper cites Effective video mirror detection with inconsistent motion cues,.

When SAM2 Meets Video Shadow and Mirror Detection Effective video mirror detection with inconsistent motion cues,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:46:42.106334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 72fef714-a946-4c86-a805-fcd6820af046 · outbound

This paper cites Zoom: Learning video mirror detection with extremely-weak supervision,.

When SAM2 Meets Video Shadow and Mirror Detection Zoom: Learning video mirror detection with extremely-weak supervision,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:46:42.086164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e6233b7d-2a34-4b0b-84b0-7d3e00b74cb8 · outbound

This paper cites Fusion of short-term and long- term attention for video mirror detection,.

When SAM2 Meets Video Shadow and Mirror Detection Fusion of short-term and long- term attention for video mirror detection,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:46:42.066238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 05971109-200b-4383-aea5-d0b118885698 · outbound

This paper cites Farther than mirror: Explore pattern-compensated depth of mirror with temporal changes for video mirror detection.

When SAM2 Meets Video Shadow and Mirror Detection Farther than mirror: Explore pattern-compensated depth of mirror with temporal changes for video mirror detection

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:46:42.045248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Pith citing papers

No inbound Pith citation observations are available.