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Paper Citation Record · LEDGER

What Really Matters for Learning-based LiDAR-Camera Calibration

As of 22 August 2026, this Paper Citation Record lists 66 of 66 outbound references and 0 inbound Pith citation observations for arXiv:2501.16969.

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

pith.paper-citation-record.v1
2501.16969 v1

Coverage vector

measured 66 of 66 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T05:28:49.959847Z

measured 66 of 66 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

66 of 66 outbound references displayed

  • verified exact2
  • verified fuzzy56
  • unresolved8
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7b804fd2-70ff-427b-8002-ea7361a114f9 · outbound

This paper cites Fast-livo: Fast and tightly-coupled sparse-direct lidar- inertial-visual odometry.

What Really Matters for Learning-based LiDAR-Camera Calibration Fast-livo: Fast and tightly-coupled sparse-direct lidar- inertial-visual odometry

Reference 1

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verified fuzzy
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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.

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Observation 7cd8e530-da4b-4b3f-be09-fc3d7ad584ee · outbound

This paper cites Bevfusion: Multi-task multi-sensor fusion with unified bird’s-eye view representation.

What Really Matters for Learning-based LiDAR-Camera Calibration Bevfusion: Multi-task multi-sensor fusion with unified bird’s-eye view representation

Reference 2

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verified fuzzy
raw_fallback, observed 2026-08-10T05:28:51.194641Z

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.

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Observation 42d65e06-7f82-4cd9-9209-626c1c60a18a · outbound

This paper cites Smart roads for autonomous accident detection and warnings.

What Really Matters for Learning-based LiDAR-Camera Calibration Smart roads for autonomous accident detection and warnings

Reference 3

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raw_fallback, observed 2026-08-10T05:28:51.182578Z

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.

source=pdf_text observed=2026-08-10T05:28:49.059630Z digest=sha256:b9a19da24ca78e1cba7c21b8aaa25287b58e51c87e943f184dabbbedd552a9f4

Observation b866f8d7-9da8-4ab5-adaf-49268a86680f · outbound

This paper cites Transfusion: Robust lidar-camera fusion for 3d object detection with transformers.

What Really Matters for Learning-based LiDAR-Camera Calibration Transfusion: Robust lidar-camera fusion for 3d object detection with transformers

Reference 4

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unresolved
no resolver link, observed 2026-08-10T05:28:49.084759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T05:28:49.084759Z digest=sha256:bf54c7e391825244ff14821b02acc82c3dcbe8223bbfa4dca3e5f8b5c5ea2807

Observation ea3c495b-73dc-402b-97a2-5c96049d94c7 · outbound

This paper cites Uniseg: A unified multi-modal lidar segmentation network and the openpcseg codebase.

What Really Matters for Learning-based LiDAR-Camera Calibration Uniseg: A unified multi-modal lidar segmentation network and the openpcseg codebase

Reference 5

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raw_fallback, observed 2026-08-10T05:28:51.158563Z

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.

source=pdf_text observed=2026-08-10T05:28:49.100013Z digest=sha256:930685b2533b6fb546a3598dbb472e30e22bfa1c54c1304fc20bae3f3b14fb53

Observation 0dbf3ca1-436b-4f16-8f7c-338a89f1efd8 · outbound

This paper cites Rail vehicle localization and mapping with lidar-vision-inertial-gnss fusion.

What Really Matters for Learning-based LiDAR-Camera Calibration Rail vehicle localization and mapping with lidar-vision-inertial-gnss fusion

Reference 6

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raw_fallback, observed 2026-08-10T05:28:51.146866Z

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.

source=pdf_text observed=2026-08-10T05:28:49.124744Z digest=sha256:ff68a2914ee2468fa460329b7098e8ef703a1d228df8cb4abca78772d4d9cbe9

Observation 57b0e422-07de-432c-9f1b-3227d77e5056 · outbound

This paper cites Openoc- cupancy: A large scale benchmark for surrounding semantic occupancy perception.

What Really Matters for Learning-based LiDAR-Camera Calibration Openoc- cupancy: A large scale benchmark for surrounding semantic occupancy perception

Reference 7

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raw_fallback, observed 2026-08-10T05:28:51.135770Z

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.

source=pdf_text observed=2026-08-10T05:28:49.144218Z digest=sha256:c8811b6accabe6889246f42541f346a77446174494858d587ae06e6fd9ff2469

Observation 869b2e1f-b700-419d-9d6f-1f8bd19a74e8 · outbound

This paper cites A flexible new technique for camera calibration.

What Really Matters for Learning-based LiDAR-Camera Calibration A flexible new technique for camera calibration

Reference 8

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verified fuzzy
raw_fallback, observed 2026-08-10T05:28:51.124148Z

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.

source=pdf_text observed=2026-08-10T05:28:49.167510Z digest=sha256:459f0ca7fb84ecfe03bde2994c62847039c851578e03350ef9c1574165e6694d

Observation 8c381fdf-7c09-41be-b304-3e7e7a38d239 · outbound

This paper cites Line-based extrinsic calibration of range and image sensors.

What Really Matters for Learning-based LiDAR-Camera Calibration Line-based extrinsic calibration of range and image sensors

Reference 9

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raw_fallback, observed 2026-08-10T05:28:51.113641Z

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.

source=pdf_text observed=2026-08-10T05:28:49.187759Z digest=sha256:b6e8cc1c736118d7d5cc03011462c6c7c77a4592d2e011b2456e333db531a964

Observation 73381650-8873-42e0-855d-6c933ceed5be · outbound

This paper cites Automatic online calibration of cameras and lasers.

What Really Matters for Learning-based LiDAR-Camera Calibration Automatic online calibration of cameras and lasers

Reference 10

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raw_fallback, observed 2026-08-10T05:28:51.102547Z

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.

source=pdf_text observed=2026-08-10T05:28:49.191663Z digest=sha256:cc8c25d3d5c719ed2e3ecaff576f71cb8b47649fb4d1e1d19551822260b5990b

Observation 1b11d28a-a110-4a71-a867-dbc7d3ded129 · outbound

This paper cites Sfm and semantic information based online targetless camera-lidar self-calibration.

What Really Matters for Learning-based LiDAR-Camera Calibration Sfm and semantic information based online targetless camera-lidar self-calibration

Reference 11

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raw_fallback, observed 2026-08-10T05:28:51.086446Z

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.

source=pdf_text observed=2026-08-10T05:28:49.204757Z digest=sha256:dfd5fef41b59c9f78663dfd7e54e3d011b5715558b2c7f1703129d24ebbf8b53

Observation d451859e-fde2-4bfe-8311-44dcb7e8efb4 · outbound

This paper cites CRLF: Automatic Calibration and Refinement based on Line Feature for LiDAR and Camera in Road Scenes.

What Really Matters for Learning-based LiDAR-Camera Calibration CRLF: Automatic Calibration and Refinement based on Line Feature for LiDAR and Camera in Road Scenes

Reference 12

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unresolved
no resolver link, observed 2026-08-10T05:28:49.213172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T05:28:49.213172Z digest=sha256:bb4890e55997cf183ca500d37069394b4570f622fc152d2a2f5cbb229f3aa2e8

Observation 194872f9-88f8-4524-bcbb-85ccf73e814a · outbound

This paper cites Regnet: Multimodal sensor registration using deep neural networks.

What Really Matters for Learning-based LiDAR-Camera Calibration Regnet: Multimodal sensor registration using deep neural networks

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T05:28:51.066642Z

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.

source=pdf_text observed=2026-08-10T05:28:49.217653Z digest=sha256:380b27493887a2d00b7ae640a9fd9fe0595b52af7a5304836f924c845cf39997

Observation 7458c91f-a7ef-43ab-8d9f-30a8e59d6788 · outbound

This paper cites Calibnet: Geometrically supervised extrinsic calibration using 3d spatial transformer networks.

What Really Matters for Learning-based LiDAR-Camera Calibration Calibnet: Geometrically supervised extrinsic calibration using 3d spatial transformer networks

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T05:28:51.054001Z

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.

source=pdf_text observed=2026-08-10T05:28:49.221386Z digest=sha256:9f165bbb7790d81a676cb14a82d2aa2e759b95ac4b123cec3e29ad8f74c94223

Observation 36bd97f7-1dae-4bd3-83cc-5ad9a88f3b55 · outbound

This paper cites Cmrnet: Cam- era to lidar-map registration.

What Really Matters for Learning-based LiDAR-Camera Calibration Cmrnet: Cam- era to lidar-map registration

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T05:28:51.041931Z

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.

source=pdf_text observed=2026-08-10T05:28:49.225396Z digest=sha256:643fce081191b41389bf37b2e5c36f26990a8e45b0a1cd951b86dc0bc05e5b56

Observation d9bc76e7-8cd3-4bac-bb45-cfc73e5f7bc7 · outbound

This paper cites Extrinsic calibration of a camera and laser range finder (improves camera calibration).

What Really Matters for Learning-based LiDAR-Camera Calibration Extrinsic calibration of a camera and laser range finder (improves camera calibration)

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T05:28:51.027716Z

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.

source=pdf_text observed=2026-08-10T05:28:49.241902Z digest=sha256:61c6f346f2c2eac701537f45f75185c98085dd831fbadc1b12a8ccac8fcd52a1

Observation 7a0545aa-3487-4e22-9f6b-f64642d9fcaa · outbound

This paper cites Fast extrinsic calibration of a laser rangefinder to a camera.

What Really Matters for Learning-based LiDAR-Camera Calibration Fast extrinsic calibration of a laser rangefinder to a camera

Reference 17

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raw_fallback, observed 2026-08-10T05:28:51.007726Z

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.

source=pdf_text observed=2026-08-10T05:28:49.256386Z digest=sha256:319c8fa46ca8172a41ed3c807a4bccfb803c1bf315f1723cc4404719aeb208c8

Observation 66062113-8ba5-4903-8643-a2538b54d3bc · outbound

This paper cites Extrinsic calibration of a 3d laser scanner and an omnidirectional camera.

What Really Matters for Learning-based LiDAR-Camera Calibration Extrinsic calibration of a 3d laser scanner and an omnidirectional camera

Reference 18

Resolution
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raw_fallback, observed 2026-08-10T05:28:50.992709Z

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.

source=pdf_text observed=2026-08-10T05:28:49.294754Z digest=sha256:036e895d8473560cdf345e0da27e85c05cd5fd0e62c0e5319bed7d93277f0c24

Observation 7ac23539-728e-4242-bdd1-36dfce0d06f1 · outbound

This paper cites Joint camera intrinsic and lidar-camera extrinsic calibration.

What Really Matters for Learning-based LiDAR-Camera Calibration Joint camera intrinsic and lidar-camera extrinsic calibration

Reference 19

Resolution
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raw_fallback, observed 2026-08-10T05:28:50.977978Z

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.

source=pdf_text observed=2026-08-10T05:28:49.334473Z digest=sha256:29dc13a4b983624e707f9295eea24fd278989c7b46ccac5b536d86eb85e06dd0

Observation c9b747ce-3ecf-4d17-a6ea-644aa35c476b · outbound

This paper cites Robust extrinsic self-calibration of camera and solid state lidar.

What Really Matters for Learning-based LiDAR-Camera Calibration Robust extrinsic self-calibration of camera and solid state lidar

Reference 20

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raw_fallback, observed 2026-08-10T05:28:50.959158Z

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.

source=pdf_text observed=2026-08-10T05:28:49.375560Z digest=sha256:1ccd11dc79683f3a3b60c467918f9f34f41a5cadf852762fb49f7f54907726fe

Observation 6229f211-3c59-4d14-89c2-e1e3732699db · outbound

This paper cites Automated extrinsic laser and camera inter-calibration using triangular targets.

What Really Matters for Learning-based LiDAR-Camera Calibration Automated extrinsic laser and camera inter-calibration using triangular targets

Reference 21

Resolution
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raw_fallback, observed 2026-08-10T05:28:50.941413Z

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.

source=pdf_text observed=2026-08-10T05:28:49.411513Z digest=sha256:fe7eda7980d80ad2e4935cd0b612304361e334108a80c0b614c56060db7fb8ad

Observation 86ea64d7-d4f8-424d-8640-96bb26c3b6dd · outbound

This paper cites Calibration of camera and flash lidar system with a triangular pyramid target.

What Really Matters for Learning-based LiDAR-Camera Calibration Calibration of camera and flash lidar system with a triangular pyramid target

Reference 22

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raw_fallback, observed 2026-08-10T05:28:50.920879Z

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.

source=pdf_text observed=2026-08-10T05:28:49.417510Z digest=sha256:028585a260fad1e24664167452a8b3832e98090e85e7dd3126c0d0e3c6830754

Observation 4252ac2f-ee27-442f-9de0-251d634ee8e5 · outbound

This paper cites Extrinsic calibration of lidar and camera with polygon.

What Really Matters for Learning-based LiDAR-Camera Calibration Extrinsic calibration of lidar and camera with polygon

Reference 23

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raw_fallback, observed 2026-08-10T05:28:50.897299Z

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.

source=pdf_text observed=2026-08-10T05:28:49.424751Z digest=sha256:b941feb4a0bec82542edf0f925ef59869e532b2bd144efc0e1cfe8013cee6192

Observation 6e47fe19-266e-49fd-a4d1-ee557995e79e · outbound

This paper cites Automatic extrinsic parameter calibration for camera-lidar fusion using spherical target.

What Really Matters for Learning-based LiDAR-Camera Calibration Automatic extrinsic parameter calibration for camera-lidar fusion using spherical target

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T05:28:50.883726Z

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.

source=pdf_text observed=2026-08-10T05:28:49.450907Z digest=sha256:3905f075e3f390ade1cfb14f81c76501d967e5da1420c27aaea85d3d260e6c6b

Observation b6fb8735-6af0-42b4-9b66-b8764b065a6b · outbound

This paper cites LiDAR-Camera Calibration using 3D-3D Point correspondences.

What Really Matters for Learning-based LiDAR-Camera Calibration LiDAR-Camera Calibration using 3D-3D Point correspondences

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-10T05:28:49.480600Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T05:28:49.480600Z digest=sha256:4658ea4d3ed1580cbe3aec8aa6af3333d6e05d730869dc8cffdae48f42f11017

Observation a0ae1d74-f081-4c14-a944-c081fa632f6c · outbound

This paper cites Automatic camera and range sensor calibration using a single shot.

What Really Matters for Learning-based LiDAR-Camera Calibration Automatic camera and range sensor calibration using a single shot

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T05:28:50.863737Z

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.

source=pdf_text observed=2026-08-10T05:28:49.502880Z digest=sha256:bc3b7948e1ed81c2f0143787e3bedc0601a8f88beda707a3cdef3944455db5e3

Observation 04c28fcf-1b2c-4141-87b8-b76ec1a9b1d0 · outbound

This paper cites Omnidirectional field of view structured light calibration method for catadioptric vision system.

What Really Matters for Learning-based LiDAR-Camera Calibration Omnidirectional field of view structured light calibration method for catadioptric vision system

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T05:28:50.836927Z

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.

source=pdf_text observed=2026-08-10T05:28:49.525563Z digest=sha256:18dad5f130532fea1471e622d05ef38d8971c5c83e1cb9bb3da77f71f1ff642c

Observation d030830b-804a-435f-b78c-8df7aca0c322 · outbound

This paper cites Omnidirectional vision system with laser illumination in a flexible configuration and its cali- bration by one single snapshot.

What Really Matters for Learning-based LiDAR-Camera Calibration Omnidirectional vision system with laser illumination in a flexible configuration and its cali- bration by one single snapshot

Reference 28

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raw_fallback, observed 2026-08-10T05:28:50.824788Z

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.

source=pdf_text observed=2026-08-10T05:28:49.571510Z digest=sha256:c5488a88fd21839cd1f85ecd6aba3790feee037c3a2e07aa2877f8ffc374e4af

Observation 0059eb73-f85b-46be-ba29-903591dd4bbd · outbound

This paper cites Au- tocalibration of lidar and optical cameras via edge alignment.

What Really Matters for Learning-based LiDAR-Camera Calibration Au- tocalibration of lidar and optical cameras via edge alignment

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T05:28:50.811376Z

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.

source=pdf_text observed=2026-08-10T05:28:49.584754Z digest=sha256:1e69bbbd813f9825e061df1850c4190fec9a915ef4e62a3f92645a69357af3a6

Observation 1460a6ac-93a7-467b-ba21-371bd4658a79 · outbound

This paper cites Lidar-camera calibration using line correspondences.

What Really Matters for Learning-based LiDAR-Camera Calibration Lidar-camera calibration using line correspondences

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T05:28:50.795024Z

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.

source=pdf_text observed=2026-08-10T05:28:49.616832Z digest=sha256:d3156165999448d3ef5d8de6efe1280bbf050b03478d9f19fc821aced397b806

Observation 5364afc0-16cc-48ff-990b-cdf9c9efc392 · outbound

This paper cites Camvox: A low-cost and accurate lidar-assisted visual slam system.

What Really Matters for Learning-based LiDAR-Camera Calibration Camvox: A low-cost and accurate lidar-assisted visual slam system

Reference 31

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verified fuzzy
raw_fallback, observed 2026-08-10T05:28:50.775997Z

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.

source=pdf_text observed=2026-08-10T05:28:49.620051Z digest=sha256:017fd7b365eba2cbe9bfdff498aa27c5e394c730a3151c2d2a99323426901d61

Observation 681b46f8-9777-47ec-ae33-054fb6a3756e · outbound

This paper cites Pixel- level extrinsic self calibration of high resolution lidar and camera in targetless environments.

What Really Matters for Learning-based LiDAR-Camera Calibration Pixel- level extrinsic self calibration of high resolution lidar and camera in targetless environments

Reference 32

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verified fuzzy
raw_fallback, observed 2026-08-10T05:28:50.759522Z

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.

source=pdf_text observed=2026-08-10T05:28:49.623225Z digest=sha256:8beb7cd1cf38390744d0770519bc6bfbafdc80d22d14c079825130a73b78d5ac

Observation ae899b9b-67db-4399-a382-bf8245321eb7 · outbound

This paper cites The road is enough! extrinsic calibration of non-overlapping stereo camera and lidar using road information.

What Really Matters for Learning-based LiDAR-Camera Calibration The road is enough! extrinsic calibration of non-overlapping stereo camera and lidar using road information

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T05:28:50.743231Z

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.

source=pdf_text observed=2026-08-10T05:28:49.629136Z digest=sha256:68f06090f9a0247b79f919507b1f3e90569ad302543fe28088c17ce7adde851d

Observation 60fbacaa-00bb-4bb1-b618-d15b457b7cf6 · outbound

This paper cites On-the-fly camera and lidar calibration.

What Really Matters for Learning-based LiDAR-Camera Calibration On-the-fly camera and lidar calibration

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T05:28:50.726650Z

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.

source=pdf_text observed=2026-08-10T05:28:49.635347Z digest=sha256:76983e5d23575ea9c00b9f9a6fc664cc6bc543a8669ebb3e7e58e46b8dac606c

Observation 477df788-7fad-4ff4-942c-d3ca1c337d0e · outbound

This paper cites From chaos to calibration: A geometric mutual information approach to target-free camera lidar extrinsic calibration.

What Really Matters for Learning-based LiDAR-Camera Calibration From chaos to calibration: A geometric mutual information approach to target-free camera lidar extrinsic calibration

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T05:28:50.706016Z

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.

source=pdf_text observed=2026-08-10T05:28:49.658231Z digest=sha256:f6d003502f7b571f7ac75c2deff23db7af10cc0635812ff13d8e6d029659787b

Observation 76e06e9b-0062-4893-8930-6a290a433c19 · outbound

This paper cites Automatic targetless extrinsic calibration of a 3d lidar and camera by maximizing mutual information.

What Really Matters for Learning-based LiDAR-Camera Calibration Automatic targetless extrinsic calibration of a 3d lidar and camera by maximizing mutual information

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T05:28:50.682496Z

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.

source=pdf_text observed=2026-08-10T05:28:49.673332Z digest=sha256:323167cb571d7a10ca43e28e5f1ebe40485ffbeff91af7fc3bfd6d4d6446943e

Observation 6b007821-118a-47d0-8325-a049f6568b5c · outbound

This paper cites Automatic calibration of lidar and camera images using normalized mutual information.

What Really Matters for Learning-based LiDAR-Camera Calibration Automatic calibration of lidar and camera images using normalized mutual information

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T05:28:50.666581Z

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.

source=pdf_text observed=2026-08-10T05:28:49.681450Z digest=sha256:0a568fe06b002b8760082211d30056d262b1d4d0e9497bb6b9ec338679ff7053

Observation 9869fdbf-d62e-4030-8902-5d30a10df5aa · outbound

This paper cites Motion-based calibration of multi- modal sensor extrinsics and timing offset estimation.

What Really Matters for Learning-based LiDAR-Camera Calibration Motion-based calibration of multi- modal sensor extrinsics and timing offset estimation

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T05:28:50.641459Z

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.

source=pdf_text observed=2026-08-10T05:28:49.696346Z digest=sha256:6b3551191107540f439ef357647e6b7be2b4fd5c6405e70bfb609c38d716d4a6

Observation fc3b4083-6980-4437-affe-6324cab885a5 · outbound

This paper cites Lidar and camera calibration using motions estimated by sensor fusion odometry.

What Really Matters for Learning-based LiDAR-Camera Calibration Lidar and camera calibration using motions estimated by sensor fusion odometry

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T05:28:50.627772Z

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.

source=pdf_text observed=2026-08-10T05:28:49.715579Z digest=sha256:274e110a8a569f5cfd82312c5dcd0648098dec79741d303056f87aad8d8e55bd

Observation 3ef725ba-7f29-414d-8abf-dd08c31ee419 · outbound

This paper cites Cfnet: Lidar-camera registra- tion using calibration flow network.

What Really Matters for Learning-based LiDAR-Camera Calibration Cfnet: Lidar-camera registra- tion using calibration flow network

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T05:28:50.606792Z

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.

source=pdf_text observed=2026-08-10T05:28:49.735169Z digest=sha256:1dda10415f704edc10411f718e83db923351910bbb24e109437d3094e39d4792

Observation 2a8721c0-8e62-44fb-93f1-e57bd8a421a2 · outbound

This paper cites Ep n p: An accurate o (n) solution to the p n p problem.

What Really Matters for Learning-based LiDAR-Camera Calibration Ep n p: An accurate o (n) solution to the p n p problem

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-10T05:28:49.745358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T05:28:49.745358Z digest=sha256:58f878f1b76bc4a839fe13e8afac0fbdf464cc2acbc67526ca13dac0b4408543

Observation 0b70724f-c01b-4ecf-8ce9-f28a5ccd3a1f · outbound

This paper cites Dxq-net: Differentiable lidar-camera extrinsic calibration using quality-aware flow.

What Really Matters for Learning-based LiDAR-Camera Calibration Dxq-net: Differentiable lidar-camera extrinsic calibration using quality-aware flow

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T05:28:50.584947Z

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.

source=pdf_text observed=2026-08-10T05:28:49.756245Z digest=sha256:4b125689ff7b05500066d0b896ec821cb8be48aa9d96205aa98d4a98c0a9c9b2

Observation 4630ab08-86b3-4e3d-8ef5-5d2e59c3c61d · outbound

This paper cites CMRNet++: Map and Camera Agnostic Monocular Visual Localization in LiDAR Maps.

What Really Matters for Learning-based LiDAR-Camera Calibration CMRNet++: Map and Camera Agnostic Monocular Visual Localization in LiDAR Maps

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-10T05:28:49.770702Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T05:28:49.770702Z digest=sha256:67d09eb8457c0cfe6139e8ae8293e3295c1827f65204a575267507800e98678a

Observation cd4d631a-370e-450a-ab10-555b5d83054f · outbound

This paper cites CMRNext: Camera to LiDAR Matching in the Wild for Localization and Extrinsic Calibration.

What Really Matters for Learning-based LiDAR-Camera Calibration CMRNext: Camera to LiDAR Matching in the Wild for Localization and Extrinsic Calibration

Reference 44

Resolution
verified exact
local_arxiv, observed 2026-08-10T05:28:50.151191Z

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.

source=pdf_text observed=2026-08-10T05:28:49.775332Z digest=sha256:3951cc7c39567f0585e9a0282a3202b5c640d635ecb80d72ea6db7663e056fd6

Observation a3415e68-3c98-4c37-bd83-1f45b2c0855c · outbound

This paper cites Automatic Target-Less Camera-LiDAR Calibration From Motion and Deep Point Correspondences.

What Really Matters for Learning-based LiDAR-Camera Calibration Automatic Target-Less Camera-LiDAR Calibration From Motion and Deep Point Correspondences

Reference 45

Resolution
verified exact
local_arxiv, observed 2026-08-10T05:28:50.122662Z

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.

source=pdf_text observed=2026-08-10T05:28:49.788427Z digest=sha256:6bf546acb8f6ac2d5952a57b08f3885a13074fc87b14424ac5e770992be0d36e

Observation 4a264798-4925-440f-99e3-cd5bf44f88f1 · outbound

This paper cites Keypoint-based lidar-camera online calibration with robust geometric network.

What Really Matters for Learning-based LiDAR-Camera Calibration Keypoint-based lidar-camera online calibration with robust geometric network

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T05:28:50.559912Z

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.

source=pdf_text observed=2026-08-10T05:28:49.813194Z digest=sha256:139282ba57f7625a532daa346b189f6189ff40fa71803ee6091a80dfe3181d06

Observation b02ab942-f4d8-4f14-9bfa-633ce2e0545c · outbound

This paper cites Atop: An attention-to-optimization approach for automatic lidar- camera calibration via cross-modal object matching.

What Really Matters for Learning-based LiDAR-Camera Calibration Atop: An attention-to-optimization approach for automatic lidar- camera calibration via cross-modal object matching

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T05:28:50.538670Z

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.

source=pdf_text observed=2026-08-10T05:28:49.825076Z digest=sha256:201f97279bc9b4504707614373599845ce006f524c03ab25af254ff6f3833b94

Observation 75603c63-1865-4012-8bff-ad7b1fbeb896 · outbound

This paper cites Rggnet: Tolerance aware lidar-camera online calibration with geometric deep learning and generative model.

What Really Matters for Learning-based LiDAR-Camera Calibration Rggnet: Tolerance aware lidar-camera online calibration with geometric deep learning and generative model

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T05:28:50.514741Z

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.

source=pdf_text observed=2026-08-10T05:28:49.847767Z digest=sha256:a5d618c0bee1696f76a2a126a3d07d4f7bb3eb7bbf0292d8799e8b07749db998

Observation 0e64a9f3-aece-456f-a253-e6eff96fc01a · outbound

This paper cites A robust lidar-camera self-calibration via rotation-based alignment and multi-level cost volume.

What Really Matters for Learning-based LiDAR-Camera Calibration A robust lidar-camera self-calibration via rotation-based alignment and multi-level cost volume

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T05:28:50.501613Z

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.

source=pdf_text observed=2026-08-10T05:28:49.855336Z digest=sha256:c8c505bb1b2d22eb1c3fac9833ce5b700043eefe767b840fe482787509714278

Observation b294b370-24e4-4aab-99c1-7fc0575aec9a · outbound

This paper cites Net- calib: A novel approach for lidar-camera auto-calibration based on deep learning.

What Really Matters for Learning-based LiDAR-Camera Calibration Net- calib: A novel approach for lidar-camera auto-calibration based on deep learning

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T05:28:50.487278Z

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.

source=pdf_text observed=2026-08-10T05:28:49.859607Z digest=sha256:6bc5a1e5a39703eea920fe57d0650bfd7912ccae99de6040b9e5f0edb7d5a9e9

Observation 38b4a6c9-0b12-433d-b259-986001b9877f · outbound

This paper cites Calibdnn: multimodal sensor calibration for perception using deep neural net- works.

What Really Matters for Learning-based LiDAR-Camera Calibration Calibdnn: multimodal sensor calibration for perception using deep neural net- works

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T05:28:50.470216Z

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.

source=pdf_text observed=2026-08-10T05:28:49.864037Z digest=sha256:32fc05f81585423d92591862ca7d787b3804dcaa5c6781d82611e12797d2faf5

Observation 2702d044-f910-4a7b-8bc3-1326d09697e9 · outbound

This paper cites Psnet: Lidar and camera registration using parallel subnetworks.

What Really Matters for Learning-based LiDAR-Camera Calibration Psnet: Lidar and camera registration using parallel subnetworks

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T05:28:50.457080Z

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.

source=pdf_text observed=2026-08-10T05:28:49.868567Z digest=sha256:0d2a764771a8bbc91f1be7ec6f17865be1bc8fab3b74477326410d80466ebe8f

Observation af91c091-850a-4c92-8cc1-91d2a6fa7709 · outbound

This paper cites Mrcnet: Multi-resolution lidar-camera calibration using optical center distance loss network.

What Really Matters for Learning-based LiDAR-Camera Calibration Mrcnet: Multi-resolution lidar-camera calibration using optical center distance loss network

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T05:28:50.424683Z

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.

source=pdf_text observed=2026-08-10T05:28:49.872808Z digest=sha256:a3f3f78cc0e139d9406b6a7bbd31525ffd5f0122547987ba6d1464a28ab8a4e0

Observation 67f9e4aa-2c31-4a2c-9a60-d3eab796a8bd · outbound

This paper cites Calibrcnn: Calibrating camera and lidar by recurrent convolutional neural network and geometric constraints.

What Really Matters for Learning-based LiDAR-Camera Calibration Calibrcnn: Calibrating camera and lidar by recurrent convolutional neural network and geometric constraints

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T05:28:50.407559Z

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.

source=pdf_text observed=2026-08-10T05:28:49.881411Z digest=sha256:ffa69901200f660605ecb7d514949b43e941f4aa4174ec400edd99ccc8ba0de8

Observation 9b52efb6-dcef-4d35-915a-9ec9d8ce797e · outbound

This paper cites Calibbd: Extrinsic calibration of the lidar and camera using a bidirectional neural network.

What Really Matters for Learning-based LiDAR-Camera Calibration Calibbd: Extrinsic calibration of the lidar and camera using a bidirectional neural network

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T05:28:50.373894Z

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.

source=pdf_text observed=2026-08-10T05:28:49.890432Z digest=sha256:08e01ac959d34b42e692cf88489a30016a07389bcfc0b0af0de3b77d08598adf

Observation 8b8c9552-1dc8-4680-8044-833da0d2cc2f · outbound

This paper cites Calnet: Lidar-camera online calibration with channel attention and liquid time-constant network.

What Really Matters for Learning-based LiDAR-Camera Calibration Calnet: Lidar-camera online calibration with channel attention and liquid time-constant network

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T05:28:50.358507Z

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.

source=pdf_text observed=2026-08-10T05:28:49.895574Z digest=sha256:2a3eda51e19ebac267739db3b5bce39425cbcceed11de455dff090b80d17c843

Observation 203ccb7c-d545-40f2-8647-95cb70483beb · outbound

This paper cites Robust lidar- camera alignment with modality adapted local-to-global representa- tion.

What Really Matters for Learning-based LiDAR-Camera Calibration Robust lidar- camera alignment with modality adapted local-to-global representa- tion

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T05:28:50.339279Z

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.

source=pdf_text observed=2026-08-10T05:28:49.903746Z digest=sha256:7a4d8510a4e99d919d8fffc5125352d738108dc962132d693da81b6eee3f9120

Observation 392f0e78-71c2-4574-b402-8700c7a7752c · outbound

This paper cites Calibdepth: Unifying depth map representation for iterative lidar-camera online calibration.

What Really Matters for Learning-based LiDAR-Camera Calibration Calibdepth: Unifying depth map representation for iterative lidar-camera online calibration

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T05:28:50.317016Z

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.

source=pdf_text observed=2026-08-10T05:28:49.908125Z digest=sha256:f38c5fe807797728e562f5197b7d0413f150a42f2d14bc70b6361815563f600a

Observation e265193f-936f-42ac-86d1-51e2974a660c · outbound

This paper cites Dedgenet: Extrinsic calibration of camera and lidar with depth-discontinuous edges.

What Really Matters for Learning-based LiDAR-Camera Calibration Dedgenet: Extrinsic calibration of camera and lidar with depth-discontinuous edges

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T05:28:50.298016Z

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.

source=pdf_text observed=2026-08-10T05:28:49.916231Z digest=sha256:908a0e3e5236f56e12c6a7f0c42c44046daca612155e2c919c5a170bdae2aee1

Observation c66507f4-f6d4-40ed-ad70-36c4a5966231 · outbound

This paper cites Lccnet: Lidar and camera self-calibration using cost volume network.

What Really Matters for Learning-based LiDAR-Camera Calibration Lccnet: Lidar and camera self-calibration using cost volume network

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T05:28:50.283660Z

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.

source=pdf_text observed=2026-08-10T05:28:49.922083Z digest=sha256:ce1aaf8a818f884133523dc62fec745b1c63bed3741479e6b84dca0a236ed7d5

Observation 4526a5b5-9199-4c76-bbc6-1a2682c8f785 · outbound

This paper cites Fusionnet: Coarse-to-fine extrinsic calibration network of lidar and camera with hierarchical point-pixel fusion.

What Really Matters for Learning-based LiDAR-Camera Calibration Fusionnet: Coarse-to-fine extrinsic calibration network of lidar and camera with hierarchical point-pixel fusion

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T05:28:50.268826Z

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.

source=pdf_text observed=2026-08-10T05:28:49.931895Z digest=sha256:48af9e7f47f846d32bf77eabeae42994bdb59a9313ab0eac8fe95c9495a1697e

Observation 337557d8-2647-49d1-a877-a74e396ededb · outbound

This paper cites Robust online calibration of lidar and camera based on cross-modal graph neural network.

What Really Matters for Learning-based LiDAR-Camera Calibration Robust online calibration of lidar and camera based on cross-modal graph neural network

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T05:28:50.253509Z

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.

source=pdf_text observed=2026-08-10T05:28:49.936926Z digest=sha256:36e879ca1c5917046b357f6417b05e4011a5dadaccbfdcfd58a8433a018a7713

Observation a22116b4-3924-45dd-a330-28f44e4fccfe · outbound

This paper cites Deep residual learning for image recognition.

What Really Matters for Learning-based LiDAR-Camera Calibration Deep residual learning for image recognition

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-10T05:28:49.941475Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T05:28:49.941475Z digest=sha256:52b347dd44a90effb723078d3e2e5403f89612ff75caf825afc82461d5c25038

Observation b515ae31-188f-474f-aab6-d3d306fd2857 · outbound

This paper cites Are we ready for autonomous driving? the kitti vision benchmark suite.

What Really Matters for Learning-based LiDAR-Camera Calibration Are we ready for autonomous driving? the kitti vision benchmark suite

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T05:28:50.232655Z

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.

source=pdf_text observed=2026-08-10T05:28:49.948988Z digest=sha256:076d49c699de4420d61ad3688bb803edf5b8e7a36aa2022281b707cde1568565

Observation 8c8d9a50-81c9-40e7-9747-636d04b7cc9b · outbound

This paper cites Kitti-360: A novel dataset and benchmarks for urban scene understanding in 2d and 3d.

What Really Matters for Learning-based LiDAR-Camera Calibration Kitti-360: A novel dataset and benchmarks for urban scene understanding in 2d and 3d

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-10T05:28:49.953751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T05:28:49.953751Z digest=sha256:0c0c1778b979c3bb90c7d52082db1ddf4c8951b1bf76c16a10b826f9d23ce692

Observation c14ce916-b5c3-4f6b-b76e-31d3015c83b0 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

What Really Matters for Learning-based LiDAR-Camera Calibration Adam: A Method for Stochastic Optimization

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-10T05:28:49.959847Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T05:28:49.959847Z digest=sha256:56026e76a38bc53430541c23f9329359b5438c0179929305e4bc57ba94a5913a

Pith citing papers

No inbound Pith citation observations are available.