Paper Citation Record · LEDGER

DPGP: A Hybrid 2D-3D Dual Path Potential Ghost Probe Zone Prediction Framework for Safe Autonomous Driving

As of 21 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 0 inbound Pith citation observations for arXiv:2504.16374.

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

pith.paper-citation-record.v1
2504.16374 v1

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:09:14.717024Z

measured 33 of 33 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

33 of 33 outbound references displayed

verified exact0
verified fuzzy23
unresolved10
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3059364b-8444-4857-bd32-f5dfab2b9a98 · outbound

This paper cites High-speed recognition of pedestrians out of blind spot with pre-detection of potentially dangerous regions,.

DPGP: A Hybrid 2D-3D Dual Path Potential Ghost Probe Zone Prediction Framework for Safe Autonomous Driving High-speed recognition of pedestrians out of blind spot with pre-detection of potentially dangerous regions,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:09:15.556489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 93871090-0355-4c18-be6c-7943aaa33b26 · outbound

This paper cites Global plan for the decade of action for road safety: Expectations from developing nations,.

DPGP: A Hybrid 2D-3D Dual Path Potential Ghost Probe Zone Prediction Framework for Safe Autonomous Driving Global plan for the decade of action for road safety: Expectations from developing nations,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:09:15.535120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2bd3a23b-aa6b-43e6-80b3-13bf7c9524ca · outbound

This paper cites Monocular blind spot estimation with occupancy grid mapping,.

DPGP: A Hybrid 2D-3D Dual Path Potential Ghost Probe Zone Prediction Framework for Safe Autonomous Driving Monocular blind spot estimation with occupancy grid mapping,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:09:15.515429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8d057df6-3059-4ddb-a8bd-789b5fd19d5d · outbound

This paper cites Evolution of yolo-v5 algorithm for object detection: Automated detection of library books and performace validation of dataset,.

DPGP: A Hybrid 2D-3D Dual Path Potential Ghost Probe Zone Prediction Framework for Safe Autonomous Driving Evolution of yolo-v5 algorithm for object detection: Automated detection of library books and performace validation of dataset,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:09:15.496996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6ed6709e-4578-451c-954b-ef75815d6282 · outbound

This paper cites Real-Time Flying Object Detection with YOLOv8.

DPGP: A Hybrid 2D-3D Dual Path Potential Ghost Probe Zone Prediction Framework for Safe Autonomous Driving Real-Time Flying Object Detection with YOLOv8

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-16T11:09:14.524528Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 584f91f9-fb03-4e1c-bc25-1be87ec5e248 · outbound

This paper cites Sgba: Semantic gaussian mixture model-based lidar bundle adjustment,.

DPGP: A Hybrid 2D-3D Dual Path Potential Ghost Probe Zone Prediction Framework for Safe Autonomous Driving Sgba: Semantic gaussian mixture model-based lidar bundle adjustment,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:09:15.476496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ca24d650-f1ec-4ebe-ba6f-b6ec5af2929a · outbound

This paper cites Mopa: Multi- modal prior aided domain adaptation for 3d semantic segmentation,.

DPGP: A Hybrid 2D-3D Dual Path Potential Ghost Probe Zone Prediction Framework for Safe Autonomous Driving Mopa: Multi- modal prior aided domain adaptation for 3d semantic segmentation,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:09:15.451868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c6435ad7-18c4-421c-9bc5-eb14208dd675 · outbound

This paper cites Outram: One-shot global localization via triangulated scene graph and global outlier pruning,.

DPGP: A Hybrid 2D-3D Dual Path Potential Ghost Probe Zone Prediction Framework for Safe Autonomous Driving Outram: One-shot global localization via triangulated scene graph and global outlier pruning,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-16T11:09:14.549007Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81c61693-851d-4a80-89ea-bfa89f74d3db · outbound

This paper cites Potential risk localization via weak labeling out of blind spot,.

DPGP: A Hybrid 2D-3D Dual Path Potential Ghost Probe Zone Prediction Framework for Safe Autonomous Driving Potential risk localization via weak labeling out of blind spot,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:09:15.404634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f1785d92-18c5-4041-a40c-42186a444464 · outbound

This paper cites Evolutionary v2x technologies toward the internet of vehicles: Challenges and opportunities,.

DPGP: A Hybrid 2D-3D Dual Path Potential Ghost Probe Zone Prediction Framework for Safe Autonomous Driving Evolutionary v2x technologies toward the internet of vehicles: Challenges and opportunities,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:09:15.383601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4e514306-7b55-4c2c-a74f-7922f51a2e53 · outbound

This paper cites Av-pedaware: Self- supervised audio-visual fusion for dynamic pedestrian awareness,.

DPGP: A Hybrid 2D-3D Dual Path Potential Ghost Probe Zone Prediction Framework for Safe Autonomous Driving Av-pedaware: Self- supervised audio-visual fusion for dynamic pedestrian awareness,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-16T11:09:14.566434Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69c44544-6167-4ec3-9831-2df73a02bbfb · outbound

This paper cites Wireless access for v2x communications: Research, challenges and opportunities,.

DPGP: A Hybrid 2D-3D Dual Path Potential Ghost Probe Zone Prediction Framework for Safe Autonomous Driving Wireless access for v2x communications: Research, challenges and opportunities,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:09:15.347717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0bd7b88e-700c-4dfc-adbd-7a496f3dc390 · outbound

This paper cites Computational framework for steady-state nlos localization under changing ambient illumination conditions,.

DPGP: A Hybrid 2D-3D Dual Path Potential Ghost Probe Zone Prediction Framework for Safe Autonomous Driving Computational framework for steady-state nlos localization under changing ambient illumination conditions,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:09:15.319963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2437be55-ad6d-4707-8521-d8b7aa70541a · outbound

This paper cites Non-line-of-sight reconstruction using efficient transient rendering,.

DPGP: A Hybrid 2D-3D Dual Path Potential Ghost Probe Zone Prediction Framework for Safe Autonomous Driving Non-line-of-sight reconstruction using efficient transient rendering,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:09:15.294113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3b76e5d7-02a0-4433-82a9-3f45a1e726b1 · outbound

This paper cites Learned feature embeddings for non-line-of-sight imaging and recognition,.

DPGP: A Hybrid 2D-3D Dual Path Potential Ghost Probe Zone Prediction Framework for Safe Autonomous Driving Learned feature embeddings for non-line-of-sight imaging and recognition,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:09:15.267581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c5b9f376-df45-4a19-ba60-fd09eb319939 · outbound

This paper cites Direct object recognition without line-of-sight using optical coherence,.

DPGP: A Hybrid 2D-3D Dual Path Potential Ghost Probe Zone Prediction Framework for Safe Autonomous Driving Direct object recognition without line-of-sight using optical coherence,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:09:15.244060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2227a7b3-d806-4ac9-85a8-329263f41af0 · outbound

This paper cites Metric3d v2: A versatile monocular geometric foundation model for zero-shot metric depth and surface normal estimation,.

DPGP: A Hybrid 2D-3D Dual Path Potential Ghost Probe Zone Prediction Framework for Safe Autonomous Driving Metric3d v2: A versatile monocular geometric foundation model for zero-shot metric depth and surface normal estimation,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-16T11:09:14.609174Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56ddb51c-08c6-4352-9443-ed28f4a903db · outbound

This paper cites U-net: Convolutional networks for biomedical image segmentation,.

DPGP: A Hybrid 2D-3D Dual Path Potential Ghost Probe Zone Prediction Framework for Safe Autonomous Driving U-net: Convolutional networks for biomedical image segmentation,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-16T11:09:14.614385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b46a7b4-3065-43e7-a2cd-58ecf62326ab · outbound

This paper cites Pointnet: Deep learning on point sets for 3d classification and segmentation,.

DPGP: A Hybrid 2D-3D Dual Path Potential Ghost Probe Zone Prediction Framework for Safe Autonomous Driving Pointnet: Deep learning on point sets for 3d classification and segmentation,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-16T11:09:14.619139Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ffa6dba5-b11a-412f-a024-dd2a89acfe35 · outbound

This paper cites Blind spot obstacle detection from monocular camera images with depth cues extracted by cnn,.

DPGP: A Hybrid 2D-3D Dual Path Potential Ghost Probe Zone Prediction Framework for Safe Autonomous Driving Blind spot obstacle detection from monocular camera images with depth cues extracted by cnn,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:09:15.160424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6bffaa68-41ed-4434-be1f-eaaef504500a · outbound

This paper cites Pointnet++: Deep hierarchical feature learning on point sets in a metric space,.

DPGP: A Hybrid 2D-3D Dual Path Potential Ghost Probe Zone Prediction Framework for Safe Autonomous Driving Pointnet++: Deep hierarchical feature learning on point sets in a metric space,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-16T11:09:14.632814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 607e7e7a-f5f4-474c-8edb-09a144a259bc · outbound

This paper cites Blind-spot visualization via ar glasses using millimeter-wave v2x for safe driving,.

DPGP: A Hybrid 2D-3D Dual Path Potential Ghost Probe Zone Prediction Framework for Safe Autonomous Driving Blind-spot visualization via ar glasses using millimeter-wave v2x for safe driving,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:09:15.099123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4ce3550a-a132-47eb-9182-0881a0e5bb37 · outbound

This paper cites A v2x-based approach for avoiding potential blind-zone collisions between right- turning vehicles and pedestrians at intersections,.

DPGP: A Hybrid 2D-3D Dual Path Potential Ghost Probe Zone Prediction Framework for Safe Autonomous Driving A v2x-based approach for avoiding potential blind-zone collisions between right- turning vehicles and pedestrians at intersections,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:09:15.067324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2aa0b0b7-2c30-47b1-b422-e1fcabd25985 · outbound

This paper cites A novel context-aware system to improve driver’s field of view in urban traffic networks,.

DPGP: A Hybrid 2D-3D Dual Path Potential Ghost Probe Zone Prediction Framework for Safe Autonomous Driving A novel context-aware system to improve driver’s field of view in urban traffic networks,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:09:15.040064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8228774d-019c-48ee-b3d6-6fdade1e2b1d · outbound

This paper cites Two-dimensional non-line-of-sight scene estimation from a single edge occluder,.

DPGP: A Hybrid 2D-3D Dual Path Potential Ghost Probe Zone Prediction Framework for Safe Autonomous Driving Two-dimensional non-line-of-sight scene estimation from a single edge occluder,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:09:15.004073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 79fab37e-f3a6-4ce5-b4e5-0989d87553d7 · outbound

This paper cites Ghost- probe: Nlos pedestrian rushing detection with monocular camera for automated driving,.

DPGP: A Hybrid 2D-3D Dual Path Potential Ghost Probe Zone Prediction Framework for Safe Autonomous Driving Ghost- probe: Nlos pedestrian rushing detection with monocular camera for automated driving,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:09:14.962068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a18ac405-34df-4dc4-a479-fd630a21a71d · outbound

This paper cites Blindspotnet: Seeing where we cannot see,.

DPGP: A Hybrid 2D-3D Dual Path Potential Ghost Probe Zone Prediction Framework for Safe Autonomous Driving Blindspotnet: Seeing where we cannot see,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:09:14.933395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 72fb1ec5-1948-4f42-870e-676728bebfe2 · outbound

This paper cites Probable multi-hypothesis blind spot estimation for driving risk prediction,.

DPGP: A Hybrid 2D-3D Dual Path Potential Ghost Probe Zone Prediction Framework for Safe Autonomous Driving Probable multi-hypothesis blind spot estimation for driving risk prediction,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:09:14.903087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 47e8c7bd-9860-491a-a813-3616bbf107f8 · outbound

This paper cites Detection and tracking of moving objects at road intersections using a 360-degree camera for driver assistance and automated driving,.

DPGP: A Hybrid 2D-3D Dual Path Potential Ghost Probe Zone Prediction Framework for Safe Autonomous Driving Detection and tracking of moving objects at road intersections using a 360-degree camera for driver assistance and automated driving,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:09:14.879066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8a5f8a2d-7109-409e-8c86-84716cb6a764 · outbound

This paper cites Faster r-cnn: Towards real-time object detection with region proposal networks,.

DPGP: A Hybrid 2D-3D Dual Path Potential Ghost Probe Zone Prediction Framework for Safe Autonomous Driving Faster r-cnn: Towards real-time object detection with region proposal networks,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-16T11:09:14.698615Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d8b7b9e-e77d-41bc-aac4-d898e45bde35 · outbound

This paper cites Efficientdet: Scalable and efficient object detection,.

DPGP: A Hybrid 2D-3D Dual Path Potential Ghost Probe Zone Prediction Framework for Safe Autonomous Driving Efficientdet: Scalable and efficient object detection,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-16T11:09:14.704627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 051f92cc-95a9-4c16-b9eb-7dfadc611a76 · outbound

This paper cites Ultralytics yolo (version 8.0.0),.

DPGP: A Hybrid 2D-3D Dual Path Potential Ghost Probe Zone Prediction Framework for Safe Autonomous Driving Ultralytics yolo (version 8.0.0),

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:09:14.823570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b25482af-2845-4329-91df-63b6db63cd50 · outbound

This paper cites RT-DETRv2: Improved Baseline with Bag-of-Freebies for Real-Time Detection Transformer.

DPGP: A Hybrid 2D-3D Dual Path Potential Ghost Probe Zone Prediction Framework for Safe Autonomous Driving RT-DETRv2: Improved Baseline with Bag-of-Freebies for Real-Time Detection Transformer

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-16T11:09:14.717024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.