Paper Citation Record · LEDGER

DriveIndia: An Object Detection Dataset for Diverse Indian Traffic Scenes

As of 10 August 2026, this Paper Citation Record lists 23 of 23 outbound references and 2 inbound Pith citation observations for arXiv:2507.19912.

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

pith.paper-citation-record.v1
2507.19912 v4

Coverage vector

measured 23 of 23 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T13:54:48.221679Z

measured 25 of 25 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-28T19:14:49.785091Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-03T09:17:48.957019Z

Reference resolution

23 of 23 outbound references displayed

verified exact0
verified fuzzy17
unresolved6
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 69f82fd4-693e-400b-9c8f-0bcc0afc41c6 · outbound

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

DriveIndia: An Object Detection Dataset for Diverse Indian Traffic Scenes Are we ready for autonomous driving? the kitti vision benchmark suite,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:54:50.773871Z

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.

Observation 71763dfa-1a81-4705-b3e1-488ddc46c8b3 · outbound

This paper cites nuScenes: A multimodal dataset for autonomous driving.

DriveIndia: An Object Detection Dataset for Diverse Indian Traffic Scenes nuScenes: A multimodal dataset for autonomous driving

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T13:54:46.109854Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54870d84-8e00-490a-922d-d475f6c5c802 · outbound

This paper cites Idd: A dataset for exploring problems of autonomous navigation in unconstrained environments,.

DriveIndia: An Object Detection Dataset for Diverse Indian Traffic Scenes Idd: A dataset for exploring problems of autonomous navigation in unconstrained environments,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:54:50.743934Z

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.

Observation b0ebe958-845a-4ebd-b417-9b56b8923d02 · outbound

This paper cites Idd-3d: Indian driving dataset for 3d unstructured road scenes,.

DriveIndia: An Object Detection Dataset for Diverse Indian Traffic Scenes Idd-3d: Indian driving dataset for 3d unstructured road scenes,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:54:50.719238Z

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.

Observation 3188cfde-18ea-47ff-bbba-a65dfce61272 · outbound

This paper cites Dats 2022: A versatile indian dataset for object detection in unstructured traffic conditions,.

DriveIndia: An Object Detection Dataset for Diverse Indian Traffic Scenes Dats 2022: A versatile indian dataset for object detection in unstructured traffic conditions,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:54:50.697414Z

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.

Observation 03439c0e-000d-4ec7-8254-c6d7420766f9 · outbound

This paper cites Nitcad-developing an object detection, classification and stereo vision dataset for autonomous navigation in indian roads,.

DriveIndia: An Object Detection Dataset for Diverse Indian Traffic Scenes Nitcad-developing an object detection, classification and stereo vision dataset for autonomous navigation in indian roads,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:54:50.673712Z

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.

Observation fbe430c4-0852-492f-9af7-70f831cb15ee · outbound

This paper cites Tiand: A multimodal dataset for autonomy on indian roads,.

DriveIndia: An Object Detection Dataset for Diverse Indian Traffic Scenes Tiand: A multimodal dataset for autonomy on indian roads,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:54:50.654374Z

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.

Observation 5f386cdc-2793-45f3-84ae-f54a2db43ccd · outbound

This paper cites You Only Look Once: Unified, Real-Time Object Detection.

DriveIndia: An Object Detection Dataset for Diverse Indian Traffic Scenes You Only Look Once: Unified, Real-Time Object Detection

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T13:54:46.849878Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86be2428-38d9-4605-b995-a3a9b5ed520a · outbound

This paper cites Tihan autonomous navigation dataset repository,.

DriveIndia: An Object Detection Dataset for Diverse Indian Traffic Scenes Tihan autonomous navigation dataset repository,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:54:50.636176Z

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.

Observation 9162b2dd-f2fb-476b-bedf-55c3e069a9e4 · outbound

This paper cites The cityscapes dataset for semantic urban scene understanding,.

DriveIndia: An Object Detection Dataset for Diverse Indian Traffic Scenes The cityscapes dataset for semantic urban scene understanding,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T13:54:47.086423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b448fb81-a74b-45ae-8842-77baf844d03d · outbound

This paper cites Bdd100k: A diverse driving dataset for heterogeneous multitask learning,.

DriveIndia: An Object Detection Dataset for Diverse Indian Traffic Scenes Bdd100k: A diverse driving dataset for heterogeneous multitask learning,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:54:50.590273Z

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.

Observation 4f60aecf-e4f3-4db0-9a9d-84ee9a9c3561 · outbound

This paper cites Itd: Indian traffic dataset for intelligent transportation systems,.

DriveIndia: An Object Detection Dataset for Diverse Indian Traffic Scenes Itd: Indian traffic dataset for intelligent transportation systems,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:54:50.331731Z

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.

Observation 48a47ea9-f926-4582-817a-916e792ce0ca · outbound

This paper cites Perfor- mance comparison of different cnn models for indian road dataset,.

DriveIndia: An Object Detection Dataset for Diverse Indian Traffic Scenes Perfor- mance comparison of different cnn models for indian road dataset,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:54:50.084788Z

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.

Observation dfade9ff-ed76-443c-bf93-8759825e4d45 · outbound

This paper cites Comparative study of deep learning models for vehicle detection in an unconstrained road scenario,.

DriveIndia: An Object Detection Dataset for Diverse Indian Traffic Scenes Comparative study of deep learning models for vehicle detection in an unconstrained road scenario,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:54:49.757294Z

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.

Observation 3bca081d-7094-4916-8968-0d891bd8a442 · outbound

This paper cites Labelimg: Label image tool,.

DriveIndia: An Object Detection Dataset for Diverse Indian Traffic Scenes Labelimg: Label image tool,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:54:49.528585Z

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.

Observation 8fb22000-f5e4-40b1-91b1-0fc7c5d1c48e · outbound

This paper cites Analysis of focus measure operators for shape-from-focus,.

DriveIndia: An Object Detection Dataset for Diverse Indian Traffic Scenes Analysis of focus measure operators for shape-from-focus,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:54:49.341419Z

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.

Observation 3a1334c7-b093-4192-b8bb-648b4aca1330 · outbound

This paper cites The effect of improving annotation quality on object detection datasets: A preliminary study,.

DriveIndia: An Object Detection Dataset for Diverse Indian Traffic Scenes The effect of improving annotation quality on object detection datasets: A preliminary study,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:54:49.157352Z

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.

Observation 13b8c8f7-32a7-4157-bc9e-308264be5791 · outbound

This paper cites Ultralytics yolov5,.

DriveIndia: An Object Detection Dataset for Diverse Indian Traffic Scenes Ultralytics yolov5,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:54:48.960305Z

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.

Observation 652a7d03-1b24-494f-8287-b09bd1666caa · outbound

This paper cites Ultralytics yolov8,.

DriveIndia: An Object Detection Dataset for Diverse Indian Traffic Scenes Ultralytics yolov8,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T13:54:47.852984Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aaef385e-daa6-451d-80e6-4f57f0046937 · outbound

This paper cites Yolov9: Learning what you want to learn using programmable gradient information,.

DriveIndia: An Object Detection Dataset for Diverse Indian Traffic Scenes Yolov9: Learning what you want to learn using programmable gradient information,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:54:48.730860Z

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.

Observation 18a2140b-6a5d-43b5-82b7-dc21a76672f0 · outbound

This paper cites Ultralytics yolo11,.

DriveIndia: An Object Detection Dataset for Diverse Indian Traffic Scenes Ultralytics yolo11,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T13:54:48.047114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4c3f026-bb8b-492b-8235-94c21866f612 · outbound

This paper cites Detrs beat yolos on real-time object detection,.

DriveIndia: An Object Detection Dataset for Diverse Indian Traffic Scenes Detrs beat yolos on real-time object detection,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:54:48.532251Z

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.

Observation 798aa491-c2b9-4a67-8338-f9b72ddac7dc · outbound

This paper cites EfficientDet: Scalable and Efficient Object Detection.

DriveIndia: An Object Detection Dataset for Diverse Indian Traffic Scenes EfficientDet: Scalable and Efficient Object Detection

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T13:54:48.221679Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation ab9461e1-f46c-4a4b-af57-100b0cde6901 · inbound

Eyes All Around: Design and Analysis of 360-Degree LiDAR Perception Using Equivariant Feature Learning in Unstructured Traffic cites this paper.

Eyes All Around: Design and Analysis of 360-Degree LiDAR Perception Using Equivariant Feature Learning in Unstructured Traffic DriveIndia: An Object Detection Dataset for Diverse Indian Traffic Scenes

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-06-28T19:22:34.792409Z

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.

Observation 4668eca8-cbaf-4393-bc42-9267cc973f7d · inbound

Performance Analysis of YOLOv11 and YOLOv8 for Mixed Traffic Object Detection under Adverse Weather Conditions in Developing Countries cites this paper.

Performance Analysis of YOLOv11 and YOLOv8 for Mixed Traffic Object Detection under Adverse Weather Conditions in Developing Countries DriveIndia: An Object Detection Dataset for Diverse Indian Traffic Scenes

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-07-03T09:17:48.958633Z

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.