Paper Citation Record · LEDGER

Let Human Sketches Help: Empowering Challenging Image Segmentation Task with Freehand Sketches

As of 21 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 0 inbound Pith citation observations for arXiv:2501.19329.

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

pith.paper-citation-record.v1
2501.19329 v1

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T20:37:52.256589Z

measured 18 of 18 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

18 of 18 outbound references displayed

verified exact3
verified fuzzy6
unresolved8
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9442afbd-8bb7-4f08-a5b8-4b46f3af8ea1 · outbound

This paper cites an unresolved cited work.

Let Human Sketches Help: Empowering Challenging Image Segmentation Task with Freehand Sketches Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-09T20:37:52.495342Z

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 7d3e141f-9391-4633-835b-669769438f32 · outbound

This paper cites an unresolved cited work.

Let Human Sketches Help: Empowering Challenging Image Segmentation Task with Freehand Sketches Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-09T20:37:52.480563Z

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 3f613dfe-2dbf-475c-a5cf-0b324722ba94 · outbound

This paper cites the better the sketch, the better the outcome.

Let Human Sketches Help: Empowering Challenging Image Segmentation Task with Freehand Sketches the better the sketch, the better the outcome

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:37:52.465643Z

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 b9367418-211f-4a14-ba36-cd35bb34d8f6 · outbound

This paper cites an unresolved cited work.

Let Human Sketches Help: Empowering Challenging Image Segmentation Task with Freehand Sketches Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-09T20:37:52.450408Z

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 14ca5009-84b9-48cc-9415-631dcfbb69e2 · outbound

This paper cites an unresolved cited work.

Let Human Sketches Help: Empowering Challenging Image Segmentation Task with Freehand Sketches Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-09T20:37:52.435707Z

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 f7cc2a37-28ee-483b-a424-649febd93cf9 · outbound

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

Let Human Sketches Help: Empowering Challenging Image Segmentation Task with Freehand Sketches SAM 2: Segment Anything in Images and Videos

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-09T20:37:52.208067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b429046b-2393-4959-bd32-6a7ebc78f058 · outbound

This paper cites UniRef++: Segment Every Reference Object in Spatial and Temporal Spaces.

Let Human Sketches Help: Empowering Challenging Image Segmentation Task with Freehand Sketches UniRef++: Segment Every Reference Object in Spatial and Temporal Spaces

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-09T20:37:52.222791Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 939c0c8b-2126-4362-a56a-0e5ceb87c8cf · outbound

This paper cites Phraseclick: toward achieving flexible interactive segmentation by phrase and click.

Let Human Sketches Help: Empowering Challenging Image Segmentation Task with Freehand Sketches Phraseclick: toward achieving flexible interactive segmentation by phrase and click

Reference 1997

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:37:52.571034Z

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 03265264-1d3c-42b7-ae76-4cfb4b82b253 · outbound

This paper cites A human-computer collaborative editing tool for conceptual diagrams.

Let Human Sketches Help: Empowering Challenging Image Segmentation Task with Freehand Sketches A human-computer collaborative editing tool for conceptual diagrams

Reference 2009

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:37:52.527190Z

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 8574ebcf-51b6-4ced-b28a-6ebf54b79d39 · outbound

This paper cites O., and Swamy, M.

Let Human Sketches Help: Empowering Challenging Image Segmentation Task with Freehand Sketches O., and Swamy, M

Reference 2010

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:37:52.556799Z

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 d0954857-b055-471b-b305-7f331639c859 · outbound

This paper cites Perfor- mance of decamouflaging through exploratory image analysis.

Let Human Sketches Help: Empowering Challenging Image Segmentation Task with Freehand Sketches Perfor- mance of decamouflaging through exploratory image analysis

Reference 2011

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:37:52.511872Z

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 2c5bbb84-3019-4998-b098-b2146821dadd · outbound

This paper cites Gaussian Error Linear Units (GELUs).

Let Human Sketches Help: Empowering Challenging Image Segmentation Task with Freehand Sketches Gaussian Error Linear Units (GELUs)

Reference 2016

Resolution: unresolved; no resolver link, observed 2026-08-09T20:37:52.188231Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75a9046f-f68f-4de9-be35-a1b51406d82a · outbound

This paper cites Deep3DSketch: 3D modeling from Free-hand Sketches with View- and Structural-Aware Adversarial Training.

Let Human Sketches Help: Empowering Challenging Image Segmentation Task with Freehand Sketches Deep3DSketch: 3D modeling from Free-hand Sketches with View- and Structural-Aware Adversarial Training

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-09T20:37:52.174098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d32772d-7d12-4833-81ab-c1e8ae29b861 · outbound

This paper cites Deep3DSketch+: Obtaining Customized 3D Model by Single Free-Hand Sketch through Deep Learning.

Let Human Sketches Help: Empowering Challenging Image Segmentation Task with Freehand Sketches Deep3DSketch+: Obtaining Customized 3D Model by Single Free-Hand Sketch through Deep Learning

Reference 2018

Resolution: verified exact; local_arxiv, observed 2026-08-09T20:37:52.319261Z

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 276a02cf-c5f1-4157-b4c6-edc5ad862c62 · outbound

This paper cites M., and Song, Y .- Z.

Let Human Sketches Help: Empowering Challenging Image Segmentation Task with Freehand Sketches M., and Song, Y .- Z

Reference 2020

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:37:52.542585Z

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 b9af0164-0435-4714-b681-50051f90f2c8 · outbound

This paper cites Open-Vocabulary Camouflaged Object Segmentation.

Let Human Sketches Help: Empowering Challenging Image Segmentation Task with Freehand Sketches Open-Vocabulary Camouflaged Object Segmentation

Reference 2023

Resolution: verified exact; local_arxiv, observed 2026-08-09T20:37:52.390834Z

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 06767f53-5be0-4899-a29b-bb3b0cb81139 · outbound

This paper cites Localizing Infinity-shaped fishes: Sketch-guided object localization in the wild.

Let Human Sketches Help: Empowering Challenging Image Segmentation Task with Freehand Sketches Localizing Infinity-shaped fishes: Sketch-guided object localization in the wild

Reference 2024

Resolution: verified exact; local_arxiv, observed 2026-08-09T20:37:52.355228Z

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 0dd9374c-189e-455b-8734-26e38f0d4f80 · outbound

This paper cites Referring Camouflaged Object Detection.

Let Human Sketches Help: Empowering Challenging Image Segmentation Task with Freehand Sketches Referring Camouflaged Object Detection

Reference 2025

Resolution: metadata mismatch; local_arxiv, observed 2026-08-09T20:37:52.298647Z

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.