Paper Citation Record · LEDGER

MonoGlass3D: Monocular 3D Glass Detection with Plane Regression and Adaptive Feature Fusion

As of 22 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 2 inbound Pith citation observations for arXiv:2509.05599.

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

pith.paper-citation-record.v1
2509.05599 v1

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T16:27:40.127968Z

measured 34 of 34 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T15:55:52.186343Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T12:16:05.466403Z

Reference resolution

32 of 32 outbound references displayed

verified exact0
verified fuzzy25
unresolved7
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 47d0ae18-2e2e-476e-80da-d436531d6e34 · outbound

This paper cites Robotic perception of transparent objects: A review,.

MonoGlass3D: Monocular 3D Glass Detection with Plane Regression and Adaptive Feature Fusion Robotic perception of transparent objects: A review,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T16:27:39.970515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e7f218e-528c-4f7b-b5d5-90f10943647f · outbound

This paper cites Don’t hit me! glass detection in real-world scenes,.

MonoGlass3D: Monocular 3D Glass Detection with Plane Regression and Adaptive Feature Fusion Don’t hit me! glass detection in real-world scenes,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:27:40.630196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 0449aa16-1e4c-4e67-8f0c-cb72364bd373 · outbound

This paper cites Omnicolor: a global camera pose optimization approach of lidar-360camera fusion for colorizing point clouds,.

MonoGlass3D: Monocular 3D Glass Detection with Plane Regression and Adaptive Feature Fusion Omnicolor: a global camera pose optimization approach of lidar-360camera fusion for colorizing point clouds,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:27:40.614783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 72561b48-2384-41ba-a5f0-bb39fc983134 · outbound

This paper cites Enhanced boundary learning for glass-like object segmen- tation,.

MonoGlass3D: Monocular 3D Glass Detection with Plane Regression and Adaptive Feature Fusion Enhanced boundary learning for glass-like object segmen- tation,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:27:40.599709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 910e4fcf-5e98-45f6-b741-a1f4b731ce4b · outbound

This paper cites RFENet: Towards Reciprocal Feature Evolution for Glass Segmentation.

MonoGlass3D: Monocular 3D Glass Detection with Plane Regression and Adaptive Feature Fusion RFENet: Towards Reciprocal Feature Evolution for Glass Segmentation

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T16:27:39.990847Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac18347b-c032-4571-8454-574ccb99b903 · outbound

This paper cites Path planning in uncertain environment with moving obstacles using warm start cross entropy,.

MonoGlass3D: Monocular 3D Glass Detection with Plane Regression and Adaptive Feature Fusion Path planning in uncertain environment with moving obstacles using warm start cross entropy,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:27:40.584403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation bf4db0f8-2530-415f-ac43-9f07f8cb7e27 · outbound

This paper cites Where shall i touch? vision-guided tactile poking for transparent object grasping,.

MonoGlass3D: Monocular 3D Glass Detection with Plane Regression and Adaptive Feature Fusion Where shall i touch? vision-guided tactile poking for transparent object grasping,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:27:40.567933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 309cda9f-9335-4777-a5a6-8d61f6f34677 · outbound

This paper cites Path planning for robotic manip- ulator in complex multi-obstacle environment based on improved rrt,.

MonoGlass3D: Monocular 3D Glass Detection with Plane Regression and Adaptive Feature Fusion Path planning for robotic manip- ulator in complex multi-obstacle environment based on improved rrt,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:27:40.552730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 424031f9-51fb-43f0-8ee6-e7b9085320dc · outbound

This paper cites A robot-assisted back-imaging measurement system for transparent glass,.

MonoGlass3D: Monocular 3D Glass Detection with Plane Regression and Adaptive Feature Fusion A robot-assisted back-imaging measurement system for transparent glass,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:27:40.537688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 5e4be298-d259-43b9-8439-9860372da75d · outbound

This paper cites RGB-D local implicit function for depth completion of transparent objects,.

MonoGlass3D: Monocular 3D Glass Detection with Plane Regression and Adaptive Feature Fusion RGB-D local implicit function for depth completion of transparent objects,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:27:40.521808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 3d6e3cc1-33ea-4c7f-8185-9d019b63c918 · outbound

This paper cites Monocular depth estimation for glass walls with context: a new dataset and method,.

MonoGlass3D: Monocular 3D Glass Detection with Plane Regression and Adaptive Feature Fusion Monocular depth estimation for glass walls with context: a new dataset and method,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:27:40.507120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ad44e307-d498-45a1-8e9a-2779daffd08a · outbound

This paper cites Depth anything v2,.

MonoGlass3D: Monocular 3D Glass Detection with Plane Regression and Adaptive Feature Fusion Depth anything v2,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T16:27:40.028850Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7aa291af-9871-428e-855f-7557203378b4 · outbound

This paper cites Hypersim: A photorealistic synthetic dataset for holistic indoor scene understanding,.

MonoGlass3D: Monocular 3D Glass Detection with Plane Regression and Adaptive Feature Fusion Hypersim: A photorealistic synthetic dataset for holistic indoor scene understanding,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:27:40.481705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation cb442cf6-ce41-4ddd-baa4-469096644a9d · outbound

This paper cites Glass makes blurs: Learning the visual blurriness for glass surface detection,.

MonoGlass3D: Monocular 3D Glass Detection with Plane Regression and Adaptive Feature Fusion Glass makes blurs: Learning the visual blurriness for glass surface detection,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:27:40.466696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 30ce2271-6685-45e1-a29b-0f8bce25c42b · outbound

This paper cites Polarmask: Single shot instance segmentation with polar rep- resentation,.

MonoGlass3D: Monocular 3D Glass Detection with Plane Regression and Adaptive Feature Fusion Polarmask: Single shot instance segmentation with polar rep- resentation,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:27:40.449716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ed396a25-23fb-4735-8397-47f897440138 · outbound

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

MonoGlass3D: Monocular 3D Glass Detection with Plane Regression and Adaptive Feature Fusion SAM 2: Segment Anything in Images and Videos

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T16:27:40.048670Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b86bf2c-8f1b-4f91-8ccc-235bc918c69f · outbound

This paper cites Rich context aggregation with reflection prior for glass surface detection,.

MonoGlass3D: Monocular 3D Glass Detection with Plane Regression and Adaptive Feature Fusion Rich context aggregation with reflection prior for glass surface detection,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:27:40.433867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8d1b6f3b-d6ff-46d2-afb6-60e266deea32 · outbound

This paper cites Multi-view dynamic reflection prior for video glass surface detection,.

MonoGlass3D: Monocular 3D Glass Detection with Plane Regression and Adaptive Feature Fusion Multi-view dynamic reflection prior for video glass surface detection,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:27:40.418719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 146cc1e2-2bb8-49bc-b78d-99b3392eafec · outbound

This paper cites Exploiting semantic relations for glass surface detection,.

MonoGlass3D: Monocular 3D Glass Detection with Plane Regression and Adaptive Feature Fusion Exploiting semantic relations for glass surface detection,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:27:40.403341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1dbe4d83-396e-407f-a266-6ea0f8693c9b · outbound

This paper cites Deep polarization cues for transparent object segmenta- tion,.

MonoGlass3D: Monocular 3D Glass Detection with Plane Regression and Adaptive Feature Fusion Deep polarization cues for transparent object segmenta- tion,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:27:40.388142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation fe79bd90-a15d-4c72-9c28-2dbe928dbfb6 · outbound

This paper cites Glass segmentation using intensity and spectral polarization cues,.

MonoGlass3D: Monocular 3D Glass Detection with Plane Regression and Adaptive Feature Fusion Glass segmentation using intensity and spectral polarization cues,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:27:40.373039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 4b9123ec-fed6-47ea-8336-e0326b56a10c · outbound

This paper cites Glass segmentation with RGB-Thermal image pairs,.

MonoGlass3D: Monocular 3D Glass Detection with Plane Regression and Adaptive Feature Fusion Glass segmentation with RGB-Thermal image pairs,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:27:40.356376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 15166adb-8bd1-414e-8b76-5c66afe25f04 · outbound

This paper cites Clear grasp: 3D shape estimation of transparent objects for manipulation,.

MonoGlass3D: Monocular 3D Glass Detection with Plane Regression and Adaptive Feature Fusion Clear grasp: 3D shape estimation of transparent objects for manipulation,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:27:40.340199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f289b6e9-8d8b-40db-9cb9-eef12d59fb1d · outbound

This paper cites PlaneNet: Piece-wise planar reconstruction from a single RGB image,.

MonoGlass3D: Monocular 3D Glass Detection with Plane Regression and Adaptive Feature Fusion PlaneNet: Piece-wise planar reconstruction from a single RGB image,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:27:40.324391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a31012c3-df88-4033-8564-c1c78b36e0fa · outbound

This paper cites Recovering 3D planes from a single image via convolutional neural networks,.

MonoGlass3D: Monocular 3D Glass Detection with Plane Regression and Adaptive Feature Fusion Recovering 3D planes from a single image via convolutional neural networks,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:27:40.306793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e528f02e-13cd-4665-869c-ba2518d3ea99 · outbound

This paper cites PlaneRCNN: 3D plane detection and reconstruction from a single image,.

MonoGlass3D: Monocular 3D Glass Detection with Plane Regression and Adaptive Feature Fusion PlaneRCNN: 3D plane detection and reconstruction from a single image,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:27:40.290964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 43f927db-c53b-45ef-a4dd-19f8c3d6c164 · outbound

This paper cites P3Depth: Monocular depth estimation with a piecewise planarity prior,.

MonoGlass3D: Monocular 3D Glass Detection with Plane Regression and Adaptive Feature Fusion P3Depth: Monocular depth estimation with a piecewise planarity prior,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:27:40.274837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 09d0bbac-2326-4c84-abfd-2a6b6a52d79e · outbound

This paper cites FAST-LIVO2: Fast, direct lidar-inertial-visual odometry,.

MonoGlass3D: Monocular 3D Glass Detection with Plane Regression and Adaptive Feature Fusion FAST-LIVO2: Fast, direct lidar-inertial-visual odometry,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:27:40.259281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 48ad2e0c-11d5-4ff7-bc2c-357212894a20 · outbound

This paper cites FCOS: Fully convolutional one- stage object detection,.

MonoGlass3D: Monocular 3D Glass Detection with Plane Regression and Adaptive Feature Fusion FCOS: Fully convolutional one- stage object detection,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:27:40.243651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7491be57-c376-4dbf-adeb-ad6544297c06 · outbound

This paper cites PyTorch: An imperative style, high-performance deep learning library,.

MonoGlass3D: Monocular 3D Glass Detection with Plane Regression and Adaptive Feature Fusion PyTorch: An imperative style, high-performance deep learning library,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-15T16:27:40.117552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76061c58-587d-46b8-9502-83ed102f5301 · outbound

This paper cites ZoeDepth: Zero-shot Transfer by Combining Relative and Metric Depth.

MonoGlass3D: Monocular 3D Glass Detection with Plane Regression and Adaptive Feature Fusion ZoeDepth: Zero-shot Transfer by Combining Relative and Metric Depth

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-15T16:27:40.122388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a5c52da-1580-4fce-821f-184fb0167090 · outbound

This paper cites an unresolved cited work.

MonoGlass3D: Monocular 3D Glass Detection with Plane Regression and Adaptive Feature Fusion Unresolved cited work

Reference 2018

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:27:40.215594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Pith citing papers

Observation ac9052bc-1e65-478b-8004-549a2bab2e57 · inbound

Enhancing Glass Surface Reconstruction via Depth Prior for Robot Navigation cites this paper.

Enhancing Glass Surface Reconstruction via Depth Prior for Robot Navigation MonoGlass3D: Monocular 3D Glass Detection with Plane Regression and Adaptive Feature Fusion

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-11T12:16:05.472623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b6f4bff8-c86f-49a7-868a-f13047c12af7 · inbound

Enhancing Glass Surface Reconstruction via Depth Prior for Robot Navigation cites this paper.

Enhancing Glass Surface Reconstruction via Depth Prior for Robot Navigation MonoGlass3D: Monocular 3D Glass Detection with Plane Regression and Adaptive Feature Fusion

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T15:55:52.186343Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.