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Paper Citation Record · LEDGER

SAFERad: A Framework to Enable Radar Data for Safety-Relevant Perception Tasks

As of 10 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 0 inbound Pith citation observations for arXiv:2507.03959.

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

pith.paper-citation-record.v1
2507.03959 v1

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:06:10.025070Z

measured 21 of 21 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

21 of 21 outbound references displayed

  • verified exact0
  • verified fuzzy19
  • unresolved2
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5d48845f-d726-4019-bd3d-2674a56ca78d · outbound

This paper cites J3016 - Taxonomy and Definitions for Terms Related to Driving Automation Systems for On-Road Motor Vehicles,.

SAFERad: A Framework to Enable Radar Data for Safety-Relevant Perception Tasks J3016 - Taxonomy and Definitions for Terms Related to Driving Automation Systems for On-Road Motor Vehicles,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:06:13.491020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:06:08.692280Z digest=sha256:de0e058514d76379c4ba1d9f402f155278e87fc5740f9df51eea1ad5e8013964

Observation 5dea235a-3f27-448c-8ecc-63096b700b98 · outbound

This paper cites Sensor and Sensor Fusion Technology in Autonomous Vehicles: A Review,.

SAFERad: A Framework to Enable Radar Data for Safety-Relevant Perception Tasks Sensor and Sensor Fusion Technology in Autonomous Vehicles: A Review,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:06:13.344914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:06:08.740471Z digest=sha256:de051eab58cca48aa3cb04649ae23f329b06a2544e6825c2bab6456c0e522784

Observation 6ae4978d-a113-466d-a86a-c9a7baf6ad0c · outbound

This paper cites Perception and sensing for autonomous vehicles under adverse weather conditions: A survey,.

SAFERad: A Framework to Enable Radar Data for Safety-Relevant Perception Tasks Perception and sensing for autonomous vehicles under adverse weather conditions: A survey,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:06:13.165120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:06:08.815721Z digest=sha256:718786410b5d169fc1b54b548f60b25d31eaac530e41996ed8dc880c9925b2f3

Observation e80a8686-7af6-45eb-9a5e-17a8eb37da97 · outbound

This paper cites Radar cross section,.

SAFERad: A Framework to Enable Radar Data for Safety-Relevant Perception Tasks Radar cross section,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:06:12.953726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:06:08.859768Z digest=sha256:e817b8b8c5526b9d91b904a9509f6a3c3b52d9c5134c8cbab2a639152b0eafa3

Observation 35f1a20d-6f47-4567-b26c-b452f16447e0 · outbound

This paper cites Radars for Autonomous Driving: A Review of Deep Learning Methods and Challenges,.

SAFERad: A Framework to Enable Radar Data for Safety-Relevant Perception Tasks Radars for Autonomous Driving: A Review of Deep Learning Methods and Challenges,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:06:12.787560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:06:08.866410Z digest=sha256:36727ab68526a6a6a1bb52c84dd0605022c70135076d82ae72d34773c4c3a7ee

Observation 592ede33-7585-49e4-a76d-6521bf923aeb · outbound

This paper cites Multi-Object Tracking with mmWave Radar: A Review,.

SAFERad: A Framework to Enable Radar Data for Safety-Relevant Perception Tasks Multi-Object Tracking with mmWave Radar: A Review,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:06:12.564975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:06:08.900687Z digest=sha256:cf8524d1e4c85d50b712f5f5b63af6d49315abfd415c2d80aecd9d489f21b8db

Observation 4a3c58f0-2da6-4cfd-91b9-44d6dc0d3e21 · outbound

This paper cites A density-based algorithm for discovering clusters in large spatial databases with noise,.

SAFERad: A Framework to Enable Radar Data for Safety-Relevant Perception Tasks A density-based algorithm for discovering clusters in large spatial databases with noise,

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-06T20:06:08.946576Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:06:08.946576Z digest=sha256:d4c14c85e80a1ef846477b36deba9c27910a3bb0c8cd9e7b18c2f5a992b813dc

Observation 263c72fd-b2c8-4aec-bfe8-cc0035ceccfb · outbound

This paper cites Safety-Aware Metric for People Detection,.

SAFERad: A Framework to Enable Radar Data for Safety-Relevant Perception Tasks Safety-Aware Metric for People Detection,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:06:12.408992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:06:08.968774Z digest=sha256:361262c30f4f73b347addd8fe49cf245218e804c310741a7f975fbe76f66f3a6

Observation 1245d252-c802-4055-bcd7-41f4a9c43c2d · outbound

This paper cites Refining Obstacle Perception Safety Zones via Maneuver-Based Decomposition,.

SAFERad: A Framework to Enable Radar Data for Safety-Relevant Perception Tasks Refining Obstacle Perception Safety Zones via Maneuver-Based Decomposition,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:06:12.229882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:06:09.036659Z digest=sha256:0b663940e755c2e4a473d57f5bbf676dfa4c0240238c3a012b60ff4177324420

Observation 60235722-ef21-47e3-91e4-4d8d923a5d1f · outbound

This paper cites Maneuver-based adap- tive safety zone for infrastructure-supported automated valet parking.

SAFERad: A Framework to Enable Radar Data for Safety-Relevant Perception Tasks Maneuver-based adap- tive safety zone for infrastructure-supported automated valet parking

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:06:12.065920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:06:09.082388Z digest=sha256:6d0ae3cb2d6d4ed012d8b081d49965769f437cf43aec1d8ed9ef1e7ea47dcd66

Observation eb2adae4-02dd-43d4-b87d-4a44642aa86a · outbound

This paper cites Criticality-Based Data Segmentation and Resource Allocation in Machine Inference Pipelines,.

SAFERad: A Framework to Enable Radar Data for Safety-Relevant Perception Tasks Criticality-Based Data Segmentation and Resource Allocation in Machine Inference Pipelines,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:06:11.913838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:06:09.121673Z digest=sha256:d2cb056869ebeff6f9a69d993df90414f507d239e7dd408de73651d9e5da36c0

Observation 2291d9d4-cfcb-4148-9edc-b47dcf844936 · outbound

This paper cites Towards Safety-Aware Pedestrian Detection in Autonomous Systems,.

SAFERad: A Framework to Enable Radar Data for Safety-Relevant Perception Tasks Towards Safety-Aware Pedestrian Detection in Autonomous Systems,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:06:11.716129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:06:09.165482Z digest=sha256:f1c501fac75bd29e6a0bdcbcf480d6c6c02e11273ba74bf67d2a6e81800356ed

Observation 99212404-e54b-43fb-bfef-f8454050b6e4 · outbound

This paper cites Focal loss for dense object detection,.

SAFERad: A Framework to Enable Radar Data for Safety-Relevant Perception Tasks Focal loss for dense object detection,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:06:11.500916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:06:09.206502Z digest=sha256:f7144925d29424fb9a59e3a81ba96fe723dbbd8d2d156cc9d1d64a31362c23f9

Observation 93cfdd2c-8293-48cc-b44d-04f1d04d17a9 · outbound

This paper cites Systematization of Relevant Road Users for the Evaluation of Autonomous Vehicle Perception,.

SAFERad: A Framework to Enable Radar Data for Safety-Relevant Perception Tasks Systematization of Relevant Road Users for the Evaluation of Autonomous Vehicle Perception,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:06:11.288141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:06:09.276058Z digest=sha256:d209838983eb557f9e360110769ce886b483d6467bd183581c07b86a98e2c9d2

Observation 3178bc40-c8e5-4a48-a087-d38785e68469 · outbound

This paper cites Task-aware risk estimation of perception failures for autonomous vehicle,.

SAFERad: A Framework to Enable Radar Data for Safety-Relevant Perception Tasks Task-aware risk estimation of perception failures for autonomous vehicle,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:06:11.163506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:06:09.377865Z digest=sha256:44095ed332c61fa67d5f1558075253a651b344ccaa5ace119111ea32710d3b16

Observation 5f139b95-cf4e-48e8-b4dd-d40cff03f85a · outbound

This paper cites Object criticality for safer navigation.

SAFERad: A Framework to Enable Radar Data for Safety-Relevant Perception Tasks Object criticality for safer navigation

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-06T20:06:09.513710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:06:09.513710Z digest=sha256:1ac2fab5b6a2ba0381836448fd9932be2b2bd58859888677236a6478cca05735

Observation ea1b7df4-9f4c-4146-a551-cab90bb4e71c · outbound

This paper cites PolarPoint-BEV: Bird-eye-view Perception in Polar Points for Explainable End-to-end Autonomous Driving,.

SAFERad: A Framework to Enable Radar Data for Safety-Relevant Perception Tasks PolarPoint-BEV: Bird-eye-view Perception in Polar Points for Explainable End-to-end Autonomous Driving,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:06:10.967132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:06:09.616115Z digest=sha256:5163da63e7e78ae0d33be91ad455d1c639248ca0704293fef198f60fb49ddf27

Observation 80c80822-ea28-4c1b-9034-8859d5cbacab · outbound

This paper cites Vehicle detection with automotive radar using deep learning on range-azimuth- doppler tensors,.

SAFERad: A Framework to Enable Radar Data for Safety-Relevant Perception Tasks Vehicle detection with automotive radar using deep learning on range-azimuth- doppler tensors,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:06:10.762991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:06:09.717810Z digest=sha256:3abe04dcb36590e69a68c6bfbf5a3d25711b85b09f12bdf844a50ad78248adf2

Observation bacb8c7e-aa2b-47a3-bede-e3b044785136 · outbound

This paper cites RCS measurements for vehicles and pedestrian at 26 and 79GHz,.

SAFERad: A Framework to Enable Radar Data for Safety-Relevant Perception Tasks RCS measurements for vehicles and pedestrian at 26 and 79GHz,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:06:10.559040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:06:09.784601Z digest=sha256:48013eaa13dea5af04f374660411b4a8714960626274956461b1c2fcdf55a87d

Observation 3ef02596-a5b8-4212-a27b-ba9abea4b225 · outbound

This paper cites RCS Patterns of Pedestrians at 76-77 GHz,.

SAFERad: A Framework to Enable Radar Data for Safety-Relevant Perception Tasks RCS Patterns of Pedestrians at 76-77 GHz,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:06:10.423736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:06:09.922529Z digest=sha256:df61ca501908ecf7b93a02e2e85ffe7cc588576de4c2e3bd5fc77681b89de2c3

Observation 0c5f1d46-c1fd-4c27-8c5a-afed9c456161 · outbound

This paper cites RadarScenes: A Real-World Radar Point Cloud Data Set for Automotive Applications,.

SAFERad: A Framework to Enable Radar Data for Safety-Relevant Perception Tasks RadarScenes: A Real-World Radar Point Cloud Data Set for Automotive Applications,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:06:10.263364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:06:10.025070Z digest=sha256:91771857e845c1e97d319b6cf72b6fb0892703980696c9acfce22f5dad7d0598

Pith citing papers

No inbound Pith citation observations are available.