Paper Citation Record · LEDGER

MamV2XCalib: V2X-based Target-less Infrastructure Camera Calibration with State Space Model

As of 10 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:2507.23595.

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

pith.paper-citation-record.v1
2507.23595 v1

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T10:37:45.913513Z

measured 43 of 43 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

43 of 43 outbound references displayed

verified exact3
verified fuzzy33
unresolved7
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 542cb624-03ae-40a0-b32e-add697ab27c4 · outbound

This paper cites Vivit: A video vision transformer.

MamV2XCalib: V2X-based Target-less Infrastructure Camera Calibration with State Space Model Vivit: A video vision transformer

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:37:46.332662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 06ca9173-b17c-4985-98de-9723ad0e781d · outbound

This paper cites Calibration of non-overlapping cameras using an external slam system.

MamV2XCalib: V2X-based Target-less Infrastructure Camera Calibration with State Space Model Calibration of non-overlapping cameras using an external slam system

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:37:46.325409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 86a036e0-2d28-48ba-b7b3-b16a64b289a7 · outbound

This paper cites Is space-time attention all you need for video understanding? In ICML, page 4, 2021.

MamV2XCalib: V2X-based Target-less Infrastructure Camera Calibration with State Space Model Is space-time attention all you need for video understanding? In ICML, page 4, 2021

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:37:46.319228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5949b855-56d5-47b3-a29e-9b64b82a5043 · outbound

This paper cites Automatic single-view calibration and rectification from parallel pla- nar curves.

MamV2XCalib: V2X-based Target-less Infrastructure Camera Calibration with State Space Model Automatic single-view calibration and rectification from parallel pla- nar curves

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:37:46.313368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fa0ff21d-a84c-4865-a99f-d1964808fea5 · outbound

This paper cites Coopernaut: End-to-end driving with cooperative perception for networked vehicles.

MamV2XCalib: V2X-based Target-less Infrastructure Camera Calibration with State Space Model Coopernaut: End-to-end driving with cooperative perception for networked vehicles

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:37:46.305178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation cdd19aab-0f37-4759-9f6d-eca366508249 · outbound

This paper cites Automated camera calibration via homography estimation with gnns.

MamV2XCalib: V2X-based Target-less Infrastructure Camera Calibration with State Space Model Automated camera calibration via homography estimation with gnns

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:37:46.296615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5d0fd874-fd57-42b8-aa19-1f5afb15f513 · outbound

This paper cites Fully automatic roadside camera calibration for traf- fic surveillance.

MamV2XCalib: V2X-based Target-less Infrastructure Camera Calibration with State Space Model Fully automatic roadside camera calibration for traf- fic surveillance

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:37:46.288955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fec35d47-3d2c-4aed-ad74-57bc828b90c7 · outbound

This paper cites Mamba: Linear-Time Sequence Modeling with Selective State Spaces.

MamV2XCalib: V2X-based Target-less Infrastructure Camera Calibration with State Space Model Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T10:37:45.834611Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc3b4dfd-95a2-41e4-a8fa-c952596cdaf9 · outbound

This paper cites Efficiently Modeling Long Sequences with Structured State Spaces.

MamV2XCalib: V2X-based Target-less Infrastructure Camera Calibration with State Space Model Efficiently Modeling Long Sequences with Structured State Spaces

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T10:37:45.837452Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7c48f6f-028d-433d-9298-ca06067122c1 · outbound

This paper cites Rd-yolo: An effective and efficient object detector for roadside perception system.Sen- sors, 22(21):8097, 2022.

MamV2XCalib: V2X-based Target-less Infrastructure Camera Calibration with State Space Model Rd-yolo: An effective and efficient object detector for roadside perception system.Sen- sors, 22(21):8097, 2022

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:37:46.281276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 40c56390-c067-47ea-ab5f-a696fcd83811 · outbound

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

MamV2XCalib: V2X-based Target-less Infrastructure Camera Calibration with State Space Model Calibnet: Geometrically supervised extrinsic calibration using 3d spatial transformer networks

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:37:46.273008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation de49a011-ae11-4a31-af5a-0631638a0287 · outbound

This paper cites Traffic camera cali- bration via vehicle vanishing point detection.

MamV2XCalib: V2X-based Target-less Infrastructure Camera Calibration with State Space Model Traffic camera cali- bration via vehicle vanishing point detection

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:37:46.170713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e24a5103-72b1-4c80-b8df-bb24c404b0e5 · outbound

This paper cites General, single-shot, target-less, and automatic lidar- camera extrinsic calibration toolbox.

MamV2XCalib: V2X-based Target-less Infrastructure Camera Calibration with State Space Model General, single-shot, target-less, and automatic lidar- camera extrinsic calibration toolbox

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:37:46.162765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 44e7f335-8af7-46e9-8704-98091663c26e · outbound

This paper cites Lccraft: Lidar and cam- era calibration using recurrent all-pairs field transforms with- out precise initial guess.

MamV2XCalib: V2X-based Target-less Infrastructure Camera Calibration with State Space Model Lccraft: Lidar and cam- era calibration using recurrent all-pairs field transforms with- out precise initial guess

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:37:46.154294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a2b0e98d-3ed9-4f80-a6cd-8ac2a75fb66a · outbound

This paper cites Videomamba: State space model for efficient video understanding.

MamV2XCalib: V2X-based Target-less Infrastructure Camera Calibration with State Space Model Videomamba: State space model for efficient video understanding

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:37:46.146280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 09b4a47f-68d7-4b85-95e7-f5d083eae792 · outbound

This paper cites Automatic targetless lidar– camera calibration: a survey.

MamV2XCalib: V2X-based Target-less Infrastructure Camera Calibration with State Space Model Automatic targetless lidar– camera calibration: a survey

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:37:46.138721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f1afb355-c0a2-40c3-961f-fe520ae64734 · outbound

This paper cites Deep Learning for Camera Calibration and Beyond: A Survey.

MamV2XCalib: V2X-based Target-less Infrastructure Camera Calibration with State Space Model Deep Learning for Camera Calibration and Beyond: A Survey

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-08-06T10:37:45.974437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2e2bce83-7f31-4152-99ee-b06e26364387 · outbound

This paper cites Feature pyra- mid networks for object detection.

MamV2XCalib: V2X-based Target-less Infrastructure Camera Calibration with State Space Model Feature pyra- mid networks for object detection

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:37:46.130724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a6c321e5-a758-409e-82c5-314b95edbd5f · outbound

This paper cites Swin transformer: Hierarchical vision transformer using shifted windows.

MamV2XCalib: V2X-based Target-less Infrastructure Camera Calibration with State Space Model Swin transformer: Hierarchical vision transformer using shifted windows

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T10:37:45.861398Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28d0a3c3-6ff2-4eda-9057-3727a87fac94 · outbound

This paper cites Calib-Anything: Zero-training LiDAR-Camera Extrinsic Calibration Method Using Segment Anything.

MamV2XCalib: V2X-based Target-less Infrastructure Camera Calibration with State Space Model Calib-Anything: Zero-training LiDAR-Camera Extrinsic Calibration Method Using Segment Anything

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-08-06T10:37:45.964745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d3395789-1931-4d6a-ba0c-04869b5a6481 · outbound

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

MamV2XCalib: V2X-based Target-less Infrastructure Camera Calibration with State Space Model Lccnet: Lidar and camera self-calibration using cost volume network

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:37:46.117876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 236d6d17-1f6f-4e42-a08e-7b5b53faedd1 · outbound

This paper cites Long Range Language Modeling via Gated State Spaces.

MamV2XCalib: V2X-based Target-less Infrastructure Camera Calibration with State Space Model Long Range Language Modeling via Gated State Spaces

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T10:37:45.867861Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23d72efd-d8ee-4ed7-962b-1ac9b7a0f9f7 · outbound

This paper cites End-to-end lidar-camera self-calibration for autonomous vehicles.

MamV2XCalib: V2X-based Target-less Infrastructure Camera Calibration with State Space Model End-to-end lidar-camera self-calibration for autonomous vehicles

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:37:46.110602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation aa8718dc-2545-4ebf-93c6-e9b486e04c49 · outbound

This paper cites An introduction to dis- tributed smart cameras.

MamV2XCalib: V2X-based Target-less Infrastructure Camera Calibration with State Space Model An introduction to dis- tributed smart cameras

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:37:46.103513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b0ca702a-6757-4ef5-938a-56f74de55c0a · outbound

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

MamV2XCalib: V2X-based Target-less Infrastructure Camera Calibration with State Space Model Regnet: Multimodal sensor registration using deep neural networks

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:37:46.096220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 09024772-74bb-427f-a9a4-821a1429f5ac · outbound

This paper cites Targetless rotational auto-calibration of radar and camera for intelligent transportation systems.

MamV2XCalib: V2X-based Target-less Infrastructure Camera Calibration with State Space Model Targetless rotational auto-calibration of radar and camera for intelligent transportation systems

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:37:46.087679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7906f308-344e-42c3-8b7a-3a2ea6e907ee · outbound

This paper cites Simplified State Space Layers for Sequence Modeling.

MamV2XCalib: V2X-based Target-less Infrastructure Camera Calibration with State Space Model Simplified State Space Layers for Sequence Modeling

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T10:37:45.878369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 320d395b-b0bb-42fa-8c08-9be81f6fac06 · outbound

This paper cites Traffic surveillance camera calibration by 3d model bounding box alignment for accurate vehicle speed measurement.

MamV2XCalib: V2X-based Target-less Infrastructure Camera Calibration with State Space Model Traffic surveillance camera calibration by 3d model bounding box alignment for accurate vehicle speed measurement

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:37:46.079802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation bb80b833-3a52-49de-bd02-c1b299414f7f · outbound

This paper cites Raft: Recurrent all-pairs field transforms for optical flow.

MamV2XCalib: V2X-based Target-less Infrastructure Camera Calibration with State Space Model Raft: Recurrent all-pairs field transforms for optical flow

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T10:37:45.882632Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a295a5b9-2770-451c-b3e1-a56b5dc03ddc · outbound

This paper cites Automated static camera calibration with intelligent vehicles.

MamV2XCalib: V2X-based Target-less Infrastructure Camera Calibration with State Space Model Automated static camera calibration with intelligent vehicles

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:37:46.069309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a01ff8d6-e381-40f4-894f-d1f071e5f7ea · outbound

This paper cites Toward planet-wide traffic camera cali- bration.

MamV2XCalib: V2X-based Target-less Infrastructure Camera Calibration with State Space Model Toward planet-wide traffic camera cali- bration

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:37:46.062923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9833c9b7-6c91-4bb8-9ab4-3e88362bd1c6 · outbound

This paper cites Research on lane-marking line based camera calibration.

MamV2XCalib: V2X-based Target-less Infrastructure Camera Calibration with State Space Model Research on lane-marking line based camera calibration

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:37:46.055647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1ade5d1c-33e7-4e25-9e96-801237abe0f3 · outbound

This paper cites Sea-raft: Simple, efficient, accurate raft for optical flow.

MamV2XCalib: V2X-based Target-less Infrastructure Camera Calibration with State Space Model Sea-raft: Simple, efficient, accurate raft for optical flow

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:37:46.048459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b544e22f-6150-4300-a17b-377d48dd4be3 · outbound

This paper cites Calibformer: A transformer- based automatic lidar-camera calibration network.

MamV2XCalib: V2X-based Target-less Infrastructure Camera Calibration with State Space Model Calibformer: A transformer- based automatic lidar-camera calibration network

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:37:46.041933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 28ab5cf6-5b31-44df-942f-fc15e4a535f7 · outbound

This paper cites Bevheight: A robust framework for vision-based roadside 3d object detection.

MamV2XCalib: V2X-based Target-less Infrastructure Camera Calibration with State Space Model Bevheight: A robust framework for vision-based roadside 3d object detection

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:37:46.034433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b25e94c0-b0b6-436d-9ce8-fc0cda775a5c · outbound

This paper cites Robust extrinsic calibra- tion for lidar-camera systems via depth and height comple- mentary supervision network.

MamV2XCalib: V2X-based Target-less Infrastructure Camera Calibration with State Space Model Robust extrinsic calibra- tion for lidar-camera systems via depth and height comple- mentary supervision network

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:37:46.026740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a17d4414-807d-42c9-9ae4-f2c0d1b39f43 · outbound

This paper cites V2x-seq: A large-scale sequential dataset for vehicle-infrastructure cooperative perception and forecast- ing.

MamV2XCalib: V2X-based Target-less Infrastructure Camera Calibration with State Space Model V2x-seq: A large-scale sequential dataset for vehicle-infrastructure cooperative perception and forecast- ing

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:37:46.019420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation cecffef5-fb3e-4484-8178-8169551e9d08 · outbound

This paper cites Cooperative Visual-LiDAR Extrinsic Calibration Technology for Intersection Vehicle-Infrastructure: A review.

MamV2XCalib: V2X-based Target-less Infrastructure Camera Calibration with State Space Model Cooperative Visual-LiDAR Extrinsic Calibration Technology for Intersection Vehicle-Infrastructure: A review

Reference 38

Resolution: verified exact; local_arxiv, observed 2026-08-06T10:37:45.944272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation eddfaeb2-557c-4545-8e10-f5cf1a3055b8 · outbound

This paper cites A flexible new technique for camera cali- bration.

MamV2XCalib: V2X-based Target-less Infrastructure Camera Calibration with State Space Model A flexible new technique for camera cali- bration

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:37:46.012842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7042a92d-b035-4b3e-a4a2-3478f8be76c3 · outbound

This paper cites Graph matching-based spatiotemporal calibra- tion of roadside sensors in cooperative vehicle-infrastructure systems.

MamV2XCalib: V2X-based Target-less Infrastructure Camera Calibration with State Space Model Graph matching-based spatiotemporal calibra- tion of roadside sensors in cooperative vehicle-infrastructure systems

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:37:46.005882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 31231b6b-9065-40cc-84c3-71231fedd4ad · outbound

This paper cites Calibdepth: Uni- fying depth map representation for iterative lidar-camera on- line calibration.

MamV2XCalib: V2X-based Target-less Infrastructure Camera Calibration with State Space Model Calibdepth: Uni- fying depth map representation for iterative lidar-camera on- line calibration

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:37:45.999278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8202be05-4c4c-46cd-96f9-5362742d0420 · outbound

This paper cites Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model.

MamV2XCalib: V2X-based Target-less Infrastructure Camera Calibration with State Space Model Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-06T10:37:45.910825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a816d9fd-5641-4fbe-992e-65aa009ca938 · outbound

This paper cites Tum- traf v2x cooperative perception dataset.

MamV2XCalib: V2X-based Target-less Infrastructure Camera Calibration with State Space Model Tum- traf v2x cooperative perception dataset

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:37:45.992441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

No inbound Pith citation observations are available.