Paper Citation Record · LEDGER

FRA-NBV: A Fast and Reflectivity-Aware Next-Best-View Strategy

As of 7 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 0 inbound Pith citation observations for arXiv:2608.01950.

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

pith.paper-citation-record.v1
2608.01950 v1

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T17:55:54.862974Z

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

32 of 32 outbound references displayed

verified exact0
verified fuzzy0
unresolved32
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malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4f1a919a-6d45-45d7-ad6a-6de657035c3d · outbound

This paper cites A structured review and taxonomy of next-best-view strategies for 3d reconstruction,.

FRA-NBV: A Fast and Reflectivity-Aware Next-Best-View Strategy A structured review and taxonomy of next-best-view strategies for 3d reconstruction,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T17:55:54.722157Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf51b9a7-f7c4-499d-a03c-7d39f2df118f · outbound

This paper cites Next-best-view prediction for active stereo cameras and highly reflective objects,.

FRA-NBV: A Fast and Reflectivity-Aware Next-Best-View Strategy Next-best-view prediction for active stereo cameras and highly reflective objects,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T17:55:54.727670Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a45d0528-798c-4818-aa54-088eb74f7add · outbound

This paper cites Surface reflectance estimation and segmentation from single depth image of tof camera,.

FRA-NBV: A Fast and Reflectivity-Aware Next-Best-View Strategy Surface reflectance estimation and segmentation from single depth image of tof camera,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T17:55:54.732641Z

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Unavailable: canonical work link unavailable.

Observation 9f9f3c78-6462-4ae2-8dc6-39c29a65bdcc · outbound

This paper cites Low resolution next best view for robot packing,.

FRA-NBV: A Fast and Reflectivity-Aware Next-Best-View Strategy Low resolution next best view for robot packing,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T17:55:54.737385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 112dbbbb-e9ff-4777-9740-00c4119ab8f1 · outbound

This paper cites Effect of matte coating on 3d optical measurement accuracy,.

FRA-NBV: A Fast and Reflectivity-Aware Next-Best-View Strategy Effect of matte coating on 3d optical measurement accuracy,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T17:55:54.742076Z

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Unavailable: canonical work link unavailable.

Observation 1a7f78b9-512e-4980-bae8-7bcb7f0f8f9a · outbound

This paper cites Occlusions as a guide for planning the next view,.

FRA-NBV: A Fast and Reflectivity-Aware Next-Best-View Strategy Occlusions as a guide for planning the next view,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T17:55:54.747198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec502a31-102e-4049-b93f-caf1cab93eb8 · outbound

This paper cites A solution to the next best view problem for automated surface acquisition,.

FRA-NBV: A Fast and Reflectivity-Aware Next-Best-View Strategy A solution to the next best view problem for automated surface acquisition,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T17:55:54.752376Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6590a3ac-8970-4d8d-b20a-e7293244de17 · outbound

This paper cites View planning for automated three-dimensional object reconstruction and inspection,.

FRA-NBV: A Fast and Reflectivity-Aware Next-Best-View Strategy View planning for automated three-dimensional object reconstruction and inspection,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T17:55:54.757194Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56d24006-4ef8-4176-86bd-0f4f1a9ae44d · outbound

This paper cites Autonomous view planning methods for 3d scanning,.

FRA-NBV: A Fast and Reflectivity-Aware Next-Best-View Strategy Autonomous view planning methods for 3d scanning,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T17:55:54.762213Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3dcce510-7a31-4a37-9e3a-941af92e33b4 · outbound

This paper cites Pb-nbv: Efficient projection- based next-best-view planning framework for reconstruction of unknown objects,.

FRA-NBV: A Fast and Reflectivity-Aware Next-Best-View Strategy Pb-nbv: Efficient projection- based next-best-view planning framework for reconstruction of unknown objects,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T17:55:54.766791Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a33c8e5-ec89-4f5c-b1b0-520cff6e8b28 · outbound

This paper cites Efficient algorithms for next best view evaluation,.

FRA-NBV: A Fast and Reflectivity-Aware Next-Best-View Strategy Efficient algorithms for next best view evaluation,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T17:55:54.771261Z

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Unavailable: canonical work link unavailable.

Observation bc5d8b42-6ae5-48a7-abb3-72f64afb329d · outbound

This paper cites Efficient autonomous exploration planning of large-scale 3-d environments,.

FRA-NBV: A Fast and Reflectivity-Aware Next-Best-View Strategy Efficient autonomous exploration planning of large-scale 3-d environments,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T17:55:54.775937Z

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Unavailable: canonical work link unavailable.

Observation 4b72fc5f-9301-4822-a8f1-4873ce396a2c · outbound

This paper cites A double branch next-best- view network and novel robot system for active object reconstruction,.

FRA-NBV: A Fast and Reflectivity-Aware Next-Best-View Strategy A double branch next-best- view network and novel robot system for active object reconstruction,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T17:55:54.780846Z

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Observation b57a2417-3dea-44c3-92e8-ef436e6d058f · outbound

This paper cites Pred-nbv: Prediction-guided next-best-view planning for 3d object reconstruction,.

FRA-NBV: A Fast and Reflectivity-Aware Next-Best-View Strategy Pred-nbv: Prediction-guided next-best-view planning for 3d object reconstruction,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T17:55:54.785285Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8637ad1a-20d8-494c-8522-40a8b6244673 · outbound

This paper cites A surface- based next-best-view approach for automated 3d model completion of unknown objects,.

FRA-NBV: A Fast and Reflectivity-Aware Next-Best-View Strategy A surface- based next-best-view approach for automated 3d model completion of unknown objects,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T17:55:54.789772Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f36c387-febd-41b0-9546-5a7a3ad8b497 · outbound

This paper cites A multi-sensor next-best-view framework for geometric model-based robotics applications,.

FRA-NBV: A Fast and Reflectivity-Aware Next-Best-View Strategy A multi-sensor next-best-view framework for geometric model-based robotics applications,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T17:55:54.794236Z

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Unavailable: canonical work link unavailable.

Observation 8d613c88-d589-43f2-856a-ac1ccc41fd29 · outbound

This paper cites Neurar: Neural uncertainty for autonomous 3d reconstruction with implicit neural representations,.

FRA-NBV: A Fast and Reflectivity-Aware Next-Best-View Strategy Neurar: Neural uncertainty for autonomous 3d reconstruction with implicit neural representations,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T17:55:54.799316Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 190f69e1-f5cc-4ad3-8246-f95d2fdf79e1 · outbound

This paper cites Neu-nbv: Next best view planning using uncertainty estimation in image-based neural rendering,.

FRA-NBV: A Fast and Reflectivity-Aware Next-Best-View Strategy Neu-nbv: Next best view planning using uncertainty estimation in image-based neural rendering,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T17:55:54.803646Z

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Unavailable: canonical work link unavailable.

Observation 954c2527-c875-47ab-a1f4-67c614a0cf23 · outbound

This paper cites 3d gaussian splatting for real-time radiance field rendering.

FRA-NBV: A Fast and Reflectivity-Aware Next-Best-View Strategy 3d gaussian splatting for real-time radiance field rendering

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-04T17:55:54.807720Z

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Unavailable: canonical work link unavailable.

Observation c3a47462-f150-4984-8bca-feac5dab3025 · outbound

This paper cites Fisherrf: Active view selection and uncertainty quantification for radiance fields using fisher information,.

FRA-NBV: A Fast and Reflectivity-Aware Next-Best-View Strategy Fisherrf: Active view selection and uncertainty quantification for radiance fields using fisher information,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T17:55:54.811982Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34c44a56-8457-4ae5-9240-d790f5ee036f · outbound

This paper cites Next best sense: Guiding vision and touch with fisherrf for 3d gaussian splatting,.

FRA-NBV: A Fast and Reflectivity-Aware Next-Best-View Strategy Next best sense: Guiding vision and touch with fisherrf for 3d gaussian splatting,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T17:55:54.816069Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d46e688-b202-4eff-a3fa-96eeea38ddf6 · outbound

This paper cites Supervised learning of the next-best-view for 3d object reconstruction,.

FRA-NBV: A Fast and Reflectivity-Aware Next-Best-View Strategy Supervised learning of the next-best-view for 3d object reconstruction,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-04T17:55:54.820647Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 329cbe2e-01cd-4757-9af9-8373f58a0c96 · outbound

This paper cites C-space entropy: A measure for view planning and exploration for general robot-sensor systems in unknown environments,.

FRA-NBV: A Fast and Reflectivity-Aware Next-Best-View Strategy C-space entropy: A measure for view planning and exploration for general robot-sensor systems in unknown environments,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-04T17:55:54.824677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4dd93bac-3aac-42f1-906f-b33d51faad9c · outbound

This paper cites A probabilistic framework for next best view estimation in a cluttered environment,.

FRA-NBV: A Fast and Reflectivity-Aware Next-Best-View Strategy A probabilistic framework for next best view estimation in a cluttered environment,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-04T17:55:54.829462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4fe77e4b-7f2f-43b5-b864-65d4718ef194 · outbound

This paper cites Efficient next-best- scan planning for autonomous 3d surface reconstruction of unknown objects,.

FRA-NBV: A Fast and Reflectivity-Aware Next-Best-View Strategy Efficient next-best- scan planning for autonomous 3d surface reconstruction of unknown objects,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-04T17:55:54.833658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2854f13-a67a-432c-95a8-84dbf27b32d2 · outbound

This paper cites A best next view selection algorithm incorporating a quality criterion,.

FRA-NBV: A Fast and Reflectivity-Aware Next-Best-View Strategy A best next view selection algorithm incorporating a quality criterion,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-04T17:55:54.837952Z

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Unavailable: canonical work link unavailable.

Observation 407262c4-31d9-47b4-a3bf-2e52c684e806 · outbound

This paper cites A fast voxel traversal algorithm for ray tracing.

FRA-NBV: A Fast and Reflectivity-Aware Next-Best-View Strategy A fast voxel traversal algorithm for ray tracing

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-04T17:55:54.842190Z

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Unavailable: canonical work link unavailable.

Observation 7428a02a-f4d5-43f8-ad9d-63fd48831596 · outbound

This paper cites View plan- ning for 3d object reconstruction,.

FRA-NBV: A Fast and Reflectivity-Aware Next-Best-View Strategy View plan- ning for 3d object reconstruction,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-04T17:55:54.846280Z

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Unavailable: canonical work link unavailable.

Observation b50c3cd7-6c9e-4100-9f34-4a8598a5bdb0 · outbound

This paper cites Hierarchical ray tracing for fast volumetric next-best-view planning,.

FRA-NBV: A Fast and Reflectivity-Aware Next-Best-View Strategy Hierarchical ray tracing for fast volumetric next-best-view planning,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-04T17:55:54.850174Z

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Observation 193cd837-d219-4a51-b1b9-89095dda1c7f · outbound

This paper cites Pc-nbv: A point cloud based deep network for efficient next best view planning,.

FRA-NBV: A Fast and Reflectivity-Aware Next-Best-View Strategy Pc-nbv: A point cloud based deep network for efficient next best view planning,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-04T17:55:54.854580Z

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Unavailable: canonical work link unavailable.

Observation 3f9b4609-9251-42d9-b1ff-259870eef26f · outbound

This paper cites Nbv-hrr: Next best view planning network for highly reflective region restoration in robotic 3-d scanning,.

FRA-NBV: A Fast and Reflectivity-Aware Next-Best-View Strategy Nbv-hrr: Next best view planning network for highly reflective region restoration in robotic 3-d scanning,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-04T17:55:54.858838Z

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Unavailable: canonical work link unavailable.

Observation f7782c28-87bd-48e3-ac9b-f98572f5a90b · outbound

This paper cites Dbscan clustering algorithm based on density,.

FRA-NBV: A Fast and Reflectivity-Aware Next-Best-View Strategy Dbscan clustering algorithm based on density,

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-04T17:55:54.862974Z

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Pith citing papers

No inbound Pith citation observations are available.