{"as_of":"2026-08-06T12:41:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:32ad5a279ec6442d67909d6d2b1862d5fd7f4802459a629ce55c4ce4285e3417","coverage":[{"denominator":43,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":43,"source":"paper_references, paper_reference_links","source_observed_at":"2026-06-30T16:14:35.535809Z","state":"measured"},{"denominator":43,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":43,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-06T06:34:29.942622+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/2605.23327/citation-record","integrity":"/paper/2605.23327/integrity","json":"/paper/2605.23327/citation-record.json","paper":"/paper/2605.23327"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-08T14:04:58.317136Z","title":"Comprehensive review of traffic modeling: towards autonomous vehicles","venue":null,"work_id":"bd305bbc-29ab-4aa7-b6ff-fc4eff2560df","year":2024},"citing_paper":{"arxiv_id":"2605.23327","last_updated":"2026-05-26T08:18:19Z","snapshot_observed_at":"2026-07-06T23:33:34.409634Z","submitted_at":"2026-05-22T07:43:58Z","title":"GFSR: Geometric Fidelity and Spatial Refinement for Reliable Lane Detection","version":2},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-06-30T16:14:35.535809Z"},"links":{"citing_paper":"/paper/2605.23327"},"observation_digest":"sha256:005b5cfd483667f4e99d39bda799bb0b324b8576c52f1fff8a3a8446c9381e9e","observation_id":"7f33d5ce-b004-41f4-b96e-d822255f3fa5","resolution":{"observed_at":"2026-07-08T14:04:58.318438Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-08T14:04:58.300024Z","title":"Deep learning-based lane detection for intelligent driving: A comprehensive survey of methods, datasets, challenges and outlooks","venue":null,"work_id":"6f71f271-48a7-46a6-a243-1d85a294a39e","year":2025},"citing_paper":{"arxiv_id":"2605.23327","last_updated":"2026-05-26T08:18:19Z","snapshot_observed_at":"2026-07-06T23:33:34.409634Z","submitted_at":"2026-05-22T07:43:58Z","title":"GFSR: Geometric Fidelity and Spatial Refinement for Reliable Lane Detection","version":2},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-06-30T16:14:35.535809Z"},"links":{"citing_paper":"/paper/2605.23327"},"observation_digest":"sha256:55a4091504f01fe34df4a50304ef903197ac45ef0e685a45b62b3dfa3e34e39b","observation_id":"b3954404-93cd-4800-911e-79966bc19dc5","resolution":{"observed_at":"2026-07-08T14:04:58.301467Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-08T14:04:58.316392Z","title":"Robust lane-mark extraction for autonomous driving under complex real conditions","venue":null,"work_id":"6e3cf481-44c2-4508-bbc7-01a1ce8f8046","year":2017},"citing_paper":{"arxiv_id":"2605.23327","last_updated":"2026-05-26T08:18:19Z","snapshot_observed_at":"2026-07-06T23:33:34.409634Z","submitted_at":"2026-05-22T07:43:58Z","title":"GFSR: Geometric Fidelity and Spatial Refinement for Reliable Lane Detection","version":2},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-06-30T16:14:35.535809Z"},"links":{"citing_paper":"/paper/2605.23327"},"observation_digest":"sha256:7b4e66eaf68d2d995bb76eb21f1414f2eeb6db7ce3bf74165480d3cff054411c","observation_id":"bee1f9f0-8667-4be8-ab82-40b7a2260c62","resolution":{"observed_at":"2026-07-08T14:04:58.317975Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-08T14:04:58.325451Z","title":"Real time detection of lane markers in urban streets","venue":null,"work_id":"967324fb-8825-4059-96eb-fcf14050ff46","year":2008},"citing_paper":{"arxiv_id":"2605.23327","last_updated":"2026-05-26T08:18:19Z","snapshot_observed_at":"2026-07-06T23:33:34.409634Z","submitted_at":"2026-05-22T07:43:58Z","title":"GFSR: Geometric Fidelity and Spatial Refinement for Reliable Lane Detection","version":2},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-06-30T16:14:35.535809Z"},"links":{"citing_paper":"/paper/2605.23327"},"observation_digest":"sha256:82dec9a679496f5105c3d16d5eab6d5d3c2d394b161ca5d43bc7f75052aa489e","observation_id":"2a68e44b-fd8c-45ea-82a2-b383da9cdda3","resolution":{"observed_at":"2026-07-08T14:04:58.326696Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-08T14:04:58.338099Z","title":"Lane detection and tracking using b-snake","venue":null,"work_id":"ad641349-4401-462d-a222-c775daca8b4f","year":2004},"citing_paper":{"arxiv_id":"2605.23327","last_updated":"2026-05-26T08:18:19Z","snapshot_observed_at":"2026-07-06T23:33:34.409634Z","submitted_at":"2026-05-22T07:43:58Z","title":"GFSR: Geometric Fidelity and Spatial Refinement for Reliable Lane Detection","version":2},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-06-30T16:14:35.535809Z"},"links":{"citing_paper":"/paper/2605.23327"},"observation_digest":"sha256:816200d20357a76ae8e8950cf528709f8e57e52617e6c74f71fd9e3083eb6a9a","observation_id":"b6f19839-1ca1-46c8-8a46-dfb6b6e29822","resolution":{"observed_at":"2026-07-08T14:04:58.339334Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-08T14:04:58.336183Z","title":"Hierarchical additive hough transform for lane detection","venue":null,"work_id":"31cbaa10-9af6-4a09-8e97-01d246e0c99a","year":2010},"citing_paper":{"arxiv_id":"2605.23327","last_updated":"2026-05-26T08:18:19Z","snapshot_observed_at":"2026-07-06T23:33:34.409634Z","submitted_at":"2026-05-22T07:43:58Z","title":"GFSR: Geometric Fidelity and Spatial Refinement for Reliable Lane Detection","version":2},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-06-30T16:14:35.535809Z"},"links":{"citing_paper":"/paper/2605.23327"},"observation_digest":"sha256:6935d0a6bac1e644ca26edc589179a4b83e72d6ab6359d1a6ed6ec75e6dfa1be","observation_id":"6a6959d5-a9f2-471f-b9c3-84f4fae51f07","resolution":{"observed_at":"2026-07-08T14:04:58.337482Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-08T14:04:58.323412Z","title":"Simultaneous detection of lane and pavement boundaries using model-based multisensor fusion","venue":null,"work_id":"2e0b7c6d-1983-4cde-ada9-0820c0a32edf","year":2002},"citing_paper":{"arxiv_id":"2605.23327","last_updated":"2026-05-26T08:18:19Z","snapshot_observed_at":"2026-07-06T23:33:34.409634Z","submitted_at":"2026-05-22T07:43:58Z","title":"GFSR: Geometric Fidelity and Spatial Refinement for Reliable Lane Detection","version":2},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-06-30T16:14:35.535809Z"},"links":{"citing_paper":"/paper/2605.23327"},"observation_digest":"sha256:1f44e7d9e3947b8e2241026f48036948fea1d8298c48fe4566372ad5f686b092","observation_id":"b2df6930-2695-426d-b4a7-257e4c05577c","resolution":{"observed_at":"2026-07-08T14:04:58.324702Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-08T14:04:58.350122Z","title":"Lane detection for autonomous driving: Comprehensive reviews, current challenges, and future predictions","venue":null,"work_id":"206b5e15-c164-49f5-a79a-a4f934653171","year":2025},"citing_paper":{"arxiv_id":"2605.23327","last_updated":"2026-05-26T08:18:19Z","snapshot_observed_at":"2026-07-06T23:33:34.409634Z","submitted_at":"2026-05-22T07:43:58Z","title":"GFSR: Geometric Fidelity and Spatial Refinement for Reliable Lane Detection","version":2},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-06-30T16:14:35.535809Z"},"links":{"citing_paper":"/paper/2605.23327"},"observation_digest":"sha256:ea56d1f1674771678e992792b272b0e6b4533ec01f68ab930a5f9d11f9740e0c","observation_id":"e2719980-ac5f-4dcb-8ba4-96ba79c8bf0a","resolution":{"observed_at":"2026-07-08T14:04:58.351387Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-08T14:04:58.341925Z","title":"Towards end-to-end lane detection: an instance segmenta- tion approach","venue":null,"work_id":"c3035fd6-89b5-440f-bc89-bd6eb42ed0e7","year":2018},"citing_paper":{"arxiv_id":"2605.23327","last_updated":"2026-05-26T08:18:19Z","snapshot_observed_at":"2026-07-06T23:33:34.409634Z","submitted_at":"2026-05-22T07:43:58Z","title":"GFSR: Geometric Fidelity and Spatial Refinement for Reliable Lane Detection","version":2},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-06-30T16:14:35.535809Z"},"links":{"citing_paper":"/paper/2605.23327"},"observation_digest":"sha256:129d17dd0cbf9d3e624b696056ef3d45ad82a9da52e436361c5e944e9e2733d7","observation_id":"9736c49e-badd-432a-b9d4-0ba149505782","resolution":{"observed_at":"2026-07-08T14:04:58.343169Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-08T14:04:58.339936Z","title":"Spatial as deep: Spatial cnn for traffic scene understanding","venue":null,"work_id":"dc979bd6-b345-45aa-ac1c-8c9d8908d035","year":2018},"citing_paper":{"arxiv_id":"2605.23327","last_updated":"2026-05-26T08:18:19Z","snapshot_observed_at":"2026-07-06T23:33:34.409634Z","submitted_at":"2026-05-22T07:43:58Z","title":"GFSR: Geometric Fidelity and Spatial Refinement for Reliable Lane Detection","version":2},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-06-30T16:14:35.535809Z"},"links":{"citing_paper":"/paper/2605.23327"},"observation_digest":"sha256:77dce6fd8ab3af10ea9e1386c484ad510ff152c35a2296a025e9433af8d17245","observation_id":"1a353537-c09e-4974-ab76-b68901cb8eff","resolution":{"observed_at":"2026-07-08T14:04:58.341290Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-08T14:04:58.343927Z","title":"Learning lightweight lane detection cnns by self attention distillation","venue":null,"work_id":"a8ad4967-b77a-4695-b920-70e9bf5a648a","year":2019},"citing_paper":{"arxiv_id":"2605.23327","last_updated":"2026-05-26T08:18:19Z","snapshot_observed_at":"2026-07-06T23:33:34.409634Z","submitted_at":"2026-05-22T07:43:58Z","title":"GFSR: Geometric Fidelity and Spatial Refinement for Reliable Lane Detection","version":2},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-06-30T16:14:35.535809Z"},"links":{"citing_paper":"/paper/2605.23327"},"observation_digest":"sha256:a3f4f20757f2af4ee95fce209d911a64a4ed409e69d9b28d14dce02a809ad564","observation_id":"6e8ef9f9-0b85-49c1-8000-cd78ec09d3da","resolution":{"observed_at":"2026-07-08T14:04:58.345310Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-08T14:04:58.348345Z","title":"Resa: Recurrent feature-shift aggregator for lane detection","venue":null,"work_id":"86cb78a7-9949-46f9-a843-9620523af8bd","year":2021},"citing_paper":{"arxiv_id":"2605.23327","last_updated":"2026-05-26T08:18:19Z","snapshot_observed_at":"2026-07-06T23:33:34.409634Z","submitted_at":"2026-05-22T07:43:58Z","title":"GFSR: Geometric Fidelity and Spatial Refinement for Reliable Lane Detection","version":2},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-06-30T16:14:35.535809Z"},"links":{"citing_paper":"/paper/2605.23327"},"observation_digest":"sha256:f92d90cfee041afea9372061b557bb9d49f641e637686fc6ac2594ef4e7b98b4","observation_id":"654bf82d-bd09-4acf-b0eb-1597d951db74","resolution":{"observed_at":"2026-07-08T14:04:58.349595Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-08T14:04:58.307382Z","title":"Polylanenet: Lane estimation via deep polynomial regression","venue":null,"work_id":"7c336461-8cb5-43a4-a87b-c9635aa28bd7","year":2021},"citing_paper":{"arxiv_id":"2605.23327","last_updated":"2026-05-26T08:18:19Z","snapshot_observed_at":"2026-07-06T23:33:34.409634Z","submitted_at":"2026-05-22T07:43:58Z","title":"GFSR: Geometric Fidelity and Spatial Refinement for Reliable Lane Detection","version":2},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-06-30T16:14:35.535809Z"},"links":{"citing_paper":"/paper/2605.23327"},"observation_digest":"sha256:37c8d6d6fd0455c65dcfca461b18c0d6c55c739fa0b9202310b9c3ebe4be3a07","observation_id":"9d58a958-123b-4b4a-845f-da6545737348","resolution":{"observed_at":"2026-07-08T14:04:58.308561Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-08T14:04:58.325057Z","title":"End-to-end lane shape prediction with transformers","venue":null,"work_id":"ea5ab430-39e8-48db-b469-349f15719063","year":2021},"citing_paper":{"arxiv_id":"2605.23327","last_updated":"2026-05-26T08:18:19Z","snapshot_observed_at":"2026-07-06T23:33:34.409634Z","submitted_at":"2026-05-22T07:43:58Z","title":"GFSR: Geometric Fidelity and Spatial Refinement for Reliable Lane Detection","version":2},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-06-30T16:14:35.535809Z"},"links":{"citing_paper":"/paper/2605.23327"},"observation_digest":"sha256:d8bfb4cc7d97d5ffc0e43b9493cf88a126c455f3e3e7be2131a7cdcb69e5ce3a","observation_id":"21ffe624-e094-43c2-82fd-27f0d2b53533","resolution":{"observed_at":"2026-07-08T14:04:58.326260Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-08T14:04:58.326892Z","title":"Rethinking efficient lane detection via curve modeling","venue":null,"work_id":"359b6c9a-ea9f-4d48-a7fc-97dd6cc3ac2f","year":2022},"citing_paper":{"arxiv_id":"2605.23327","last_updated":"2026-05-26T08:18:19Z","snapshot_observed_at":"2026-07-06T23:33:34.409634Z","submitted_at":"2026-05-22T07:43:58Z","title":"GFSR: Geometric Fidelity and Spatial Refinement for Reliable Lane Detection","version":2},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-06-30T16:14:35.535809Z"},"links":{"citing_paper":"/paper/2605.23327"},"observation_digest":"sha256:fb921404be34b69969c33abd33de902ef59e4522d922e23ef370393c8b9f85e2","observation_id":"5e712ba4-5cf9-4196-8195-b7e0960947ae","resolution":{"observed_at":"2026-07-08T14:04:58.328177Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2301.06910","last_updated":"2023-01-17T14:25:40Z","snapshot_observed_at":"2026-08-02T21:30:44.161035Z","submitted_at":"2023-01-17T14:25:40Z","title":"BSNet: Lane Detection via Draw B-spline Curves Nearby","version":1},"cited_work":{"arxiv_id":"2301.06910","doi":null,"metadata_source":"pith","pith_arxiv_id":"2301.06910","snapshot_observed_at":"2026-07-09T00:25:48.594885Z","title":"Bsnet: Lane detection via draw b-spline curves nearby","venue":"cs.CV","work_id":"efc4b6ca-f245-4073-b815-20bf8a9c5a0b","year":2023},"citing_paper":{"arxiv_id":"2605.23327","last_updated":"2026-05-26T08:18:19Z","snapshot_observed_at":"2026-07-06T23:33:34.409634Z","submitted_at":"2026-05-22T07:43:58Z","title":"GFSR: Geometric Fidelity and Spatial Refinement for Reliable Lane Detection","version":2},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-06-30T16:14:35.535809Z"},"links":{"cited_paper":"/paper/2301.06910","citing_paper":"/paper/2605.23327"},"observation_digest":"sha256:bd5eb2408831d4877b4974eaf763d708d566238c81ffa4a1bef286714fc35cb3","observation_id":"5e5ffe66-9380-4171-a392-3d0c65a03dd3","resolution":{"observed_at":"2026-06-30T16:14:52.899059Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-08T14:04:58.314431Z","title":"Ultra fast structure-aware deep lane detection","venue":null,"work_id":"d1a48513-b1ff-442f-9e39-37f11bb538f3","year":2020},"citing_paper":{"arxiv_id":"2605.23327","last_updated":"2026-05-26T08:18:19Z","snapshot_observed_at":"2026-07-06T23:33:34.409634Z","submitted_at":"2026-05-22T07:43:58Z","title":"GFSR: Geometric Fidelity and Spatial Refinement for Reliable Lane Detection","version":2},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-06-30T16:14:35.535809Z"},"links":{"citing_paper":"/paper/2605.23327"},"observation_digest":"sha256:0617da584ed49d73ee59a83861305d8c6d75f136346596f9a36277024afa6c46","observation_id":"fbda4082-b57a-47ba-bc3d-cd30454b5907","resolution":{"observed_at":"2026-07-08T14:04:58.316109Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-08T14:04:58.320790Z","title":"Condlanenet: a top-to-down lane detection framework based on conditional convolution","venue":null,"work_id":"fc35a16d-47be-4bfa-8b48-4adeb4072912","year":2021},"citing_paper":{"arxiv_id":"2605.23327","last_updated":"2026-05-26T08:18:19Z","snapshot_observed_at":"2026-07-06T23:33:34.409634Z","submitted_at":"2026-05-22T07:43:58Z","title":"GFSR: Geometric Fidelity and Spatial Refinement for Reliable Lane Detection","version":2},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-06-30T16:14:35.535809Z"},"links":{"citing_paper":"/paper/2605.23327"},"observation_digest":"sha256:33d687d1ffb6c6c877ab9980759cbd14e41855b21215a96580aa95aef1a45399","observation_id":"7b6eaa3d-8e0b-4daa-9407-e5649be389bc","resolution":{"observed_at":"2026-07-08T14:04:58.322104Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-08T14:04:58.293301Z","title":"Ultra fast deep lane detection with hybrid anchor driven ordinal classification","venue":null,"work_id":"48a35d23-3a2e-498b-9b4d-30bb957a83c9","year":2022},"citing_paper":{"arxiv_id":"2605.23327","last_updated":"2026-05-26T08:18:19Z","snapshot_observed_at":"2026-07-06T23:33:34.409634Z","submitted_at":"2026-05-22T07:43:58Z","title":"GFSR: Geometric Fidelity and Spatial Refinement for Reliable Lane Detection","version":2},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-06-30T16:14:35.535809Z"},"links":{"citing_paper":"/paper/2605.23327"},"observation_digest":"sha256:8d2f5f485abdeb670805b9b35e4bb9374a124ed52c35676b53aba023a4bf5f20","observation_id":"d58a6d68-7134-4eee-ba14-ba911d9c6ca2","resolution":{"observed_at":"2026-07-08T14:04:58.295608Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-08T14:04:58.318653Z","title":"Line-cnn: End-to-end traffic line detection with line proposal unit","venue":null,"work_id":"2fec9661-9895-4f43-8d74-212806bbd1d4","year":2019},"citing_paper":{"arxiv_id":"2605.23327","last_updated":"2026-05-26T08:18:19Z","snapshot_observed_at":"2026-07-06T23:33:34.409634Z","submitted_at":"2026-05-22T07:43:58Z","title":"GFSR: Geometric Fidelity and Spatial Refinement for Reliable Lane Detection","version":2},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-06-30T16:14:35.535809Z"},"links":{"citing_paper":"/paper/2605.23327"},"observation_digest":"sha256:a15e1a4441dbc40b9d3089e7587722d6a39c8443adf4ea158a11d5f64132cee5","observation_id":"1c008334-2757-4ae4-87db-87689a8fee09","resolution":{"observed_at":"2026-07-08T14:04:58.320034Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-08T14:04:58.322734Z","title":"Keep your eyes on the lane: Real-time attention- guided lane detection","venue":null,"work_id":"6a96fe53-9b62-46fc-a209-8e6afd5cc47c","year":2021},"citing_paper":{"arxiv_id":"2605.23327","last_updated":"2026-05-26T08:18:19Z","snapshot_observed_at":"2026-07-06T23:33:34.409634Z","submitted_at":"2026-05-22T07:43:58Z","title":"GFSR: Geometric Fidelity and Spatial Refinement for Reliable Lane Detection","version":2},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-06-30T16:14:35.535809Z"},"links":{"citing_paper":"/paper/2605.23327"},"observation_digest":"sha256:0705214915aa0f27d455dbb1a93241aef149d952c967ba1f922a963caf89ebec","observation_id":"715fe135-5a29-4bba-8383-ebb4ab7ff756","resolution":{"observed_at":"2026-07-08T14:04:58.324337Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-08T14:04:58.328996Z","title":"Clrnet: Cross layer refinement network for lane detection","venue":null,"work_id":"1f56ce5e-2506-4d47-9b1e-0885dc4eb5a0","year":2022},"citing_paper":{"arxiv_id":"2605.23327","last_updated":"2026-05-26T08:18:19Z","snapshot_observed_at":"2026-07-06T23:33:34.409634Z","submitted_at":"2026-05-22T07:43:58Z","title":"GFSR: Geometric Fidelity and Spatial Refinement for Reliable Lane Detection","version":2},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-06-30T16:14:35.535809Z"},"links":{"citing_paper":"/paper/2605.23327"},"observation_digest":"sha256:ae24ed032843b98474bb3923ad9b3b17349dee81dc29098403a1db9c00718486","observation_id":"e9e3db8c-e665-468c-950b-b176cf427dfe","resolution":{"observed_at":"2026-07-08T14:04:58.330884Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-08T14:04:58.353050Z","title":"Clrernet: improving confidence of lane detection with laneiou","venue":null,"work_id":"c94623a6-23ee-414d-af21-12c672aaae97","year":2024},"citing_paper":{"arxiv_id":"2605.23327","last_updated":"2026-05-26T08:18:19Z","snapshot_observed_at":"2026-07-06T23:33:34.409634Z","submitted_at":"2026-05-22T07:43:58Z","title":"GFSR: Geometric Fidelity and Spatial Refinement for Reliable Lane Detection","version":2},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-06-30T16:14:35.535809Z"},"links":{"citing_paper":"/paper/2605.23327"},"observation_digest":"sha256:154d45d0bdcece33dce2c78737a2d3ed8c70d5221cf6ead8fadfea1846e379e6","observation_id":"cdfc5be5-cb50-4982-a1c3-1768a65ae6c0","resolution":{"observed_at":"2026-07-08T14:04:58.354391Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-08T14:04:58.297429Z","title":"Ldtr: Transformer-based lane detection with anchor-chain representation","venue":null,"work_id":"643ff83f-4a8b-48a7-b1eb-213d317998a1","year":2024},"citing_paper":{"arxiv_id":"2605.23327","last_updated":"2026-05-26T08:18:19Z","snapshot_observed_at":"2026-07-06T23:33:34.409634Z","submitted_at":"2026-05-22T07:43:58Z","title":"GFSR: Geometric Fidelity and Spatial Refinement for Reliable Lane Detection","version":2},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-06-30T16:14:35.535809Z"},"links":{"citing_paper":"/paper/2605.23327"},"observation_digest":"sha256:fdf40e56bb5f8be307e43eb80e1365a03930830cd1e6736ce3bd4205b4a2b632","observation_id":"10d69198-7a15-4cea-9a99-776448ab00d6","resolution":{"observed_at":"2026-07-08T14:04:58.298566Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-08T14:04:58.307005Z","title":"Pointlanenet: Efficient end-to-end cnns for accurate real-time lane detection","venue":null,"work_id":"55cf0850-0f7c-4b9b-903a-f04f6cbbc9e5","year":2019},"citing_paper":{"arxiv_id":"2605.23327","last_updated":"2026-05-26T08:18:19Z","snapshot_observed_at":"2026-07-06T23:33:34.409634Z","submitted_at":"2026-05-22T07:43:58Z","title":"GFSR: Geometric Fidelity and Spatial Refinement for Reliable Lane Detection","version":2},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-06-30T16:14:35.535809Z"},"links":{"citing_paper":"/paper/2605.23327"},"observation_digest":"sha256:9ad5811871a4dbe211861429083eee7cd1a4b6d575c4dbb1cbe5a6563571994b","observation_id":"993c514d-aac8-4009-9e11-d48f864dd301","resolution":{"observed_at":"2026-07-08T14:04:58.308250Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-08T14:04:58.310908Z","title":"Focus on local: Detecting lane marker from bottom up via key point","venue":null,"work_id":"b741e5ac-8c5c-4c1b-902d-ddef3e6a6734","year":2021},"citing_paper":{"arxiv_id":"2605.23327","last_updated":"2026-05-26T08:18:19Z","snapshot_observed_at":"2026-07-06T23:33:34.409634Z","submitted_at":"2026-05-22T07:43:58Z","title":"GFSR: Geometric Fidelity and Spatial Refinement for Reliable Lane Detection","version":2},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-06-30T16:14:35.535809Z"},"links":{"citing_paper":"/paper/2605.23327"},"observation_digest":"sha256:711e3c7e9c481773d022bf9367a8d8f74453fb54972ac7cb0fd2ea1dff6665e8","observation_id":"b0a0f692-a132-44a0-95f6-f28a2258a601","resolution":{"observed_at":"2026-07-08T14:04:58.312699Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-08T14:04:58.338491Z","title":"A keypoint-based global association network for lane detection","venue":null,"work_id":"f24cfc2a-d69a-4bc4-a855-47eff1d96794","year":2022},"citing_paper":{"arxiv_id":"2605.23327","last_updated":"2026-05-26T08:18:19Z","snapshot_observed_at":"2026-07-06T23:33:34.409634Z","submitted_at":"2026-05-22T07:43:58Z","title":"GFSR: Geometric Fidelity and Spatial Refinement for Reliable Lane Detection","version":2},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-06-30T16:14:35.535809Z"},"links":{"citing_paper":"/paper/2605.23327"},"observation_digest":"sha256:d0a0c227cc20ee6971513de3cb94e3c076a0e87d0189174c4a9928eb6a0f5d30","observation_id":"e51c60b5-98b5-420a-b6fa-d3371888a73f","resolution":{"observed_at":"2026-07-08T14:04:58.339764Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2411.16316","last_updated":"2024-12-11T10:14:04Z","snapshot_observed_at":"2026-07-06T19:56:30.344759Z","submitted_at":"2024-11-25T12:09:43Z","title":"Monocular Lane Detection Based on Deep Learning: A Survey","version":6},"cited_work":{"arxiv_id":"2411.16316","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2411.16316","snapshot_observed_at":"2026-06-30T16:14:52.894483Z","title":"Monocular lane detection based on deep learning: A survey","venue":null,"work_id":"4b2b3fd7-c203-480a-82ac-95c7eece096a","year":2024},"citing_paper":{"arxiv_id":"2605.23327","last_updated":"2026-05-26T08:18:19Z","snapshot_observed_at":"2026-07-06T23:33:34.409634Z","submitted_at":"2026-05-22T07:43:58Z","title":"GFSR: Geometric Fidelity and Spatial Refinement for Reliable Lane Detection","version":2},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-06-30T16:14:35.535809Z"},"links":{"cited_paper":"/paper/2411.16316","citing_paper":"/paper/2605.23327"},"observation_digest":"sha256:8401f54e19d72cd2ae9354d26f262a6b2fcbed76765e5e9a1036350dd4e992ca","observation_id":"0977845c-b5f7-46f8-b4d9-4bc349371fd5","resolution":{"observed_at":"2026-06-30T16:14:52.896185Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-08T14:04:58.334559Z","title":"Asymmetric strip transformer with position vectors embedding for lane detection","venue":null,"work_id":"e6419da1-2a41-4cbc-959c-5401e516dd4a","year":2025},"citing_paper":{"arxiv_id":"2605.23327","last_updated":"2026-05-26T08:18:19Z","snapshot_observed_at":"2026-07-06T23:33:34.409634Z","submitted_at":"2026-05-22T07:43:58Z","title":"GFSR: Geometric Fidelity and Spatial Refinement for Reliable Lane Detection","version":2},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-06-30T16:14:35.535809Z"},"links":{"citing_paper":"/paper/2605.23327"},"observation_digest":"sha256:09d6cc550eb09a3e5068339ddc70dfe9ff9991d8ccfa4202e0f3860f5edbd15f","observation_id":"616ecd4f-34ae-4b40-8ff7-fd1c50c7df68","resolution":{"observed_at":"2026-07-08T14:04:58.335862Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-08T14:04:58.296190Z","title":"End-to-end lane marker detection via row-wise classification","venue":null,"work_id":"ca86617d-6618-4404-81b8-36a110ed3e8f","year":2020},"citing_paper":{"arxiv_id":"2605.23327","last_updated":"2026-05-26T08:18:19Z","snapshot_observed_at":"2026-07-06T23:33:34.409634Z","submitted_at":"2026-05-22T07:43:58Z","title":"GFSR: Geometric Fidelity and Spatial Refinement for Reliable Lane Detection","version":2},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-06-30T16:14:35.535809Z"},"links":{"citing_paper":"/paper/2605.23327"},"observation_digest":"sha256:ce768f482626dab553fd8ff2169510b2ffb72076e6b8b2ec57e277023748be69","observation_id":"b75d2267-ed82-479c-bc9c-d2abd1603aea","resolution":{"observed_at":"2026-07-08T14:04:58.297604Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-08T14:04:58.348719Z","title":"Feature pyramid networks for object detection","venue":null,"work_id":"439f9b0a-f2b6-40ef-ac29-9d069c0665f4","year":2017},"citing_paper":{"arxiv_id":"2605.23327","last_updated":"2026-05-26T08:18:19Z","snapshot_observed_at":"2026-07-06T23:33:34.409634Z","submitted_at":"2026-05-22T07:43:58Z","title":"GFSR: Geometric Fidelity and Spatial Refinement for Reliable Lane Detection","version":2},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-06-30T16:14:35.535809Z"},"links":{"citing_paper":"/paper/2605.23327"},"observation_digest":"sha256:aff9ac5603205e7518def7b939af65be85f8dc15857e373ee2ce0558c17749f2","observation_id":"8ffa9fdc-b5d0-4891-ac76-0555388f4927","resolution":{"observed_at":"2026-07-08T14:04:58.349933Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-08T14:04:58.319218Z","title":"A comprehensive review on yolo versions for object detection","venue":null,"work_id":"703e8148-05df-4c86-8439-32619a7ed862","year":2025},"citing_paper":{"arxiv_id":"2605.23327","last_updated":"2026-05-26T08:18:19Z","snapshot_observed_at":"2026-07-06T23:33:34.409634Z","submitted_at":"2026-05-22T07:43:58Z","title":"GFSR: Geometric Fidelity and Spatial Refinement for Reliable Lane Detection","version":2},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-06-30T16:14:35.535809Z"},"links":{"citing_paper":"/paper/2605.23327"},"observation_digest":"sha256:dc96dd220c3df1b0125496eae1a179d0f2998d8ff5aed90fee26bdc884201b73","observation_id":"c19558d5-59dd-4e26-9e8a-55453ece145b","resolution":{"observed_at":"2026-07-08T14:04:58.320473Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-08T14:04:58.313546Z","title":null,"venue":null,"work_id":"0e1d9b21-c86f-4c39-a599-1d9390e3dfa2","year":2014},"citing_paper":{"arxiv_id":"2605.23327","last_updated":"2026-05-26T08:18:19Z","snapshot_observed_at":"2026-07-06T23:33:34.409634Z","submitted_at":"2026-05-22T07:43:58Z","title":"GFSR: Geometric Fidelity and Spatial Refinement for Reliable Lane Detection","version":2},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-06-30T16:14:35.535809Z"},"links":{"citing_paper":"/paper/2605.23327"},"observation_digest":"sha256:6018336ba12963f97f2016067890a55d47835d1ede77699ce9bf667e18fe8986","observation_id":"ae940fc5-89cd-4a49-84db-42448cee98c7","resolution":{"observed_at":"2026-07-08T14:04:58.315438Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-09T00:25:48.976899Z","title":"Curvelane-nas: Unifying lane-sensitive architecture search and adaptive point blending","venue":null,"work_id":"af13c1b2-a951-4386-a98f-e92dc8b279fb","year":2020},"citing_paper":{"arxiv_id":"2605.23327","last_updated":"2026-05-26T08:18:19Z","snapshot_observed_at":"2026-07-06T23:33:34.409634Z","submitted_at":"2026-05-22T07:43:58Z","title":"GFSR: Geometric Fidelity and Spatial Refinement for Reliable Lane Detection","version":2},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-06-30T16:14:35.535809Z"},"links":{"citing_paper":"/paper/2605.23327"},"observation_digest":"sha256:4d6b459b72d8ca1f143a43a75b4c3bceec70f022d7539630426c15cc8dfb4e16","observation_id":"c32a6e95-4648-4bcd-a3eb-6e6bb2bd5128","resolution":{"observed_at":"2026-07-08T14:04:58.333090Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-08T14:04:58.346194Z","title":"Clrkdnet: Speeding up lane detection with knowledge distillation","venue":null,"work_id":"de3078eb-aeee-48b0-89e2-64cd20d50cb3","year":2024},"citing_paper":{"arxiv_id":"2605.23327","last_updated":"2026-05-26T08:18:19Z","snapshot_observed_at":"2026-07-06T23:33:34.409634Z","submitted_at":"2026-05-22T07:43:58Z","title":"GFSR: Geometric Fidelity and Spatial Refinement for Reliable Lane Detection","version":2},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-06-30T16:14:35.535809Z"},"links":{"citing_paper":"/paper/2605.23327"},"observation_digest":"sha256:d429113fd58c117350b075480f084885c943dd21ff4b7d157b95f1f5f069ee6a","observation_id":"2ea2657a-344d-4dfb-8513-cc4dfdf6509b","resolution":{"observed_at":"2026-07-08T14:04:58.347695Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-08T14:04:58.353837Z","title":"Generating dynamic kernels via transformers for lane detection","venue":null,"work_id":"fcabe7e7-0ae8-4ef2-a07c-14d4ffca1afa","year":2023},"citing_paper":{"arxiv_id":"2605.23327","last_updated":"2026-05-26T08:18:19Z","snapshot_observed_at":"2026-07-06T23:33:34.409634Z","submitted_at":"2026-05-22T07:43:58Z","title":"GFSR: Geometric Fidelity and Spatial Refinement for Reliable Lane Detection","version":2},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-06-30T16:14:35.535809Z"},"links":{"citing_paper":"/paper/2605.23327"},"observation_digest":"sha256:8acd9c132839060968fcee421be98f917876edc7ffc60567be64e53be895b0fa","observation_id":"bab6e95c-b8fd-4169-9a2c-28214e717bfc","resolution":{"observed_at":"2026-07-08T14:04:58.355424Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-08T14:04:58.288257Z","title":"A siamese transformer with hierarchical refinement for lane detection","venue":null,"work_id":"ba718d3c-ddde-4a71-8e62-997291b104a4","year":2024},"citing_paper":{"arxiv_id":"2605.23327","last_updated":"2026-05-26T08:18:19Z","snapshot_observed_at":"2026-07-06T23:33:34.409634Z","submitted_at":"2026-05-22T07:43:58Z","title":"GFSR: Geometric Fidelity and Spatial Refinement for Reliable Lane Detection","version":2},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-06-30T16:14:35.535809Z"},"links":{"citing_paper":"/paper/2605.23327"},"observation_digest":"sha256:6b38e32143d5a821e550a54aabe31678b512a58c7a319ec4d0eea9d0a9488d78","observation_id":"84d0cc94-e589-4ddc-bbad-507c953374c0","resolution":{"observed_at":"2026-07-08T14:04:58.290192Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-08T14:04:58.340392Z","title":"Dlnet: Direction-aware feature integration for robust lane detection in complex environments","venue":null,"work_id":"3b02808a-b9d0-4744-ba33-be53b47d1432","year":2025},"citing_paper":{"arxiv_id":"2605.23327","last_updated":"2026-05-26T08:18:19Z","snapshot_observed_at":"2026-07-06T23:33:34.409634Z","submitted_at":"2026-05-22T07:43:58Z","title":"GFSR: Geometric Fidelity and Spatial Refinement for Reliable Lane Detection","version":2},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-06-30T16:14:35.535809Z"},"links":{"citing_paper":"/paper/2605.23327"},"observation_digest":"sha256:d23a473376108eca6ff3fbed88c1d34795058b7132b0fa6108fad35b962806bf","observation_id":"b13c4c60-dbd2-4616-b9d2-fd1721877256","resolution":{"observed_at":"2026-07-08T14:04:58.341606Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-08T14:04:58.305320Z","title":"Unsupervised labeled lane markers using maps","venue":null,"work_id":"2117faec-c464-4af2-8953-3624b60137cc","year":2019},"citing_paper":{"arxiv_id":"2605.23327","last_updated":"2026-05-26T08:18:19Z","snapshot_observed_at":"2026-07-06T23:33:34.409634Z","submitted_at":"2026-05-22T07:43:58Z","title":"GFSR: Geometric Fidelity and Spatial Refinement for Reliable Lane Detection","version":2},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-06-30T16:14:35.535809Z"},"links":{"citing_paper":"/paper/2605.23327"},"observation_digest":"sha256:4e0317c9e5372a25853051e4ed4d472cf00630b4fb6ef460f07564507aab0fce","observation_id":"8b8f657a-4b03-418c-b407-2b2b90aad4de","resolution":{"observed_at":"2026-07-08T14:04:58.306674Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-10T12:17:04.525324Z","title":"Deep residual learning for image recognition","venue":null,"work_id":"e36aa800-b42c-4273-94d4-d1cbbbbbef81","year":2016},"citing_paper":{"arxiv_id":"2605.23327","last_updated":"2026-05-26T08:18:19Z","snapshot_observed_at":"2026-07-06T23:33:34.409634Z","submitted_at":"2026-05-22T07:43:58Z","title":"GFSR: Geometric Fidelity and Spatial Refinement for Reliable Lane Detection","version":2},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-06-30T16:14:35.535809Z"},"links":{"citing_paper":"/paper/2605.23327"},"observation_digest":"sha256:4c55358fd9b03034be400833100c91c33f66d4042264ed6c853fa917dfb64847","observation_id":"607b88e7-55f9-41a4-82a6-79b413ac50be","resolution":{"observed_at":"2026-07-08T14:04:58.337770Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-08T14:04:58.352007Z","title":"Repvit: Revisiting mobile cnn from vit perspective","venue":null,"work_id":"ba419fec-a0e3-470c-975b-cbef25739655","year":2024},"citing_paper":{"arxiv_id":"2605.23327","last_updated":"2026-05-26T08:18:19Z","snapshot_observed_at":"2026-07-06T23:33:34.409634Z","submitted_at":"2026-05-22T07:43:58Z","title":"GFSR: Geometric Fidelity and Spatial Refinement for Reliable Lane Detection","version":2},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-06-30T16:14:35.535809Z"},"links":{"citing_paper":"/paper/2605.23327"},"observation_digest":"sha256:b432fae1c446f381638ae2d1308416c5b0e2de2eadf7e66f14cee6e0d6fcb4c6","observation_id":"e129e670-196d-41ed-ba2b-94e3cf3252d6","resolution":{"observed_at":"2026-07-08T14:04:58.353252Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-08T14:04:58.358274Z","title":"Deep layer aggregation","venue":null,"work_id":"da02ed37-7fa0-4e7e-89d2-e3e28f20723c","year":2018},"citing_paper":{"arxiv_id":"2605.23327","last_updated":"2026-05-26T08:18:19Z","snapshot_observed_at":"2026-07-06T23:33:34.409634Z","submitted_at":"2026-05-22T07:43:58Z","title":"GFSR: Geometric Fidelity and Spatial Refinement for Reliable Lane Detection","version":2},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-06-30T16:14:35.535809Z"},"links":{"citing_paper":"/paper/2605.23327"},"observation_digest":"sha256:bbd717158289ae6396b9e0eb7332438fa057a4143d86d59adb7b1460dd46cc9e","observation_id":"a49fedc3-ec5e-475f-a5cd-66160f2568f9","resolution":{"observed_at":"2026-07-08T14:04:58.359853Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-08T14:04:58.356112Z","title":"CANet: Curved guide line network with adaptive decoder for lane detection","venue":null,"work_id":"6c9b9355-0791-4c5a-a567-9755c7f65aa3","year":2023},"citing_paper":{"arxiv_id":"2605.23327","last_updated":"2026-05-26T08:18:19Z","snapshot_observed_at":"2026-07-06T23:33:34.409634Z","submitted_at":"2026-05-22T07:43:58Z","title":"GFSR: Geometric Fidelity and Spatial Refinement for Reliable Lane Detection","version":2},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-06-30T16:14:35.535809Z"},"links":{"citing_paper":"/paper/2605.23327"},"observation_digest":"sha256:43e6916a58f478099ef1e2ea8e8450067521b3f0c942898bdb7a23813b438dab","observation_id":"4efe45d1-9d7d-4ffc-b1cb-d157245e24c3","resolution":{"observed_at":"2026-07-08T14:04:58.357659Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2605.23327","last_updated":"2026-05-26T08:18:19Z","latest_version":2,"primary_category":"cs.CV","snapshot_observed_at":"2026-07-06T23:33:34.409634Z","submitted_at":"2026-05-22T07:43:58Z","title":"GFSR: Geometric Fidelity and Spatial Refinement for Reliable Lane Detection"},"reference_resolution":{"displayed":43,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":1,"verified_exact":2,"verified_fuzzy":40},"total_outbound_references":43},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"thesis":"As of 6 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:2605.23327."}