{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2025:QTYLBFXUYK6TLTFTPWIEA7SSJT","short_pith_number":"pith:QTYLBFXU","schema_version":"1.0","canonical_sha256":"84f0b096f4c2bd35ccb37d90407e524cdbfa2d14af3f76aa893dd92d1a8bcfa1","source":{"kind":"arxiv","id":"2507.16362","version":3},"attestation_state":"computed","paper":{"title":"LPTR-AFLNet: Lightweight Integrated Chinese License Plate Rectification and Recognition Network","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.CV","authors_text":"Bangjun Lei, Guangzhu Xu, Pengcheng Zuo, Zhi Ke","submitted_at":"2025-07-22T08:54:32Z","abstract_excerpt":"Chinese License Plate Recognition (CLPR) faces numerous challenges in unconstrained and complex environments, particularly due to perspective distortions caused by various shooting angles and the correction of single-line and double-line license plates. Considering the limited computational resources of edge devices, developing a low-complexity, end-to-end integrated network for both correction and recognition is essential for achieving real-time and efficient deployment. In this work, we propose a lightweight, unified network named LPTR-AFLNet for correcting and recognizing Chinese license pl"},"verification_status":{"content_addressed":true,"pith_receipt":true,"author_attested":false,"weak_author_claims":0,"strong_author_claims":0,"externally_anchored":false,"storage_verified":false,"citation_signatures":0,"replication_records":0,"graph_snapshot":true,"references_resolved":false,"formal_links_present":false},"canonical_record":{"source":{"id":"2507.16362","kind":"arxiv","version":3},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2025-07-22T08:54:32Z","cross_cats_sorted":[],"title_canon_sha256":"f81eace4095df60e68629c48cee2d327001b5ba1900fa4afc17391217fe4630e","abstract_canon_sha256":"b2152b41ec9a527f0b2209b03ccb0f599a949136949b9303cdb222ca14f119ee"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-06-01T01:02:17.745345Z","signature_b64":"R1xeICyLK3BIVtbn+to/jQLAJoL2iUU/E976jcXHUgO43uXbosHvmx/VUfoBZI4Ml8Tu3LJbkFDYkzlxA+VjAA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"84f0b096f4c2bd35ccb37d90407e524cdbfa2d14af3f76aa893dd92d1a8bcfa1","last_reissued_at":"2026-06-01T01:02:17.744417Z","signature_status":"signed_v1","first_computed_at":"2026-06-01T01:02:17.744417Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"LPTR-AFLNet: Lightweight Integrated Chinese License Plate Rectification and Recognition Network","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.CV","authors_text":"Bangjun Lei, Guangzhu Xu, Pengcheng Zuo, Zhi Ke","submitted_at":"2025-07-22T08:54:32Z","abstract_excerpt":"Chinese License Plate Recognition (CLPR) faces numerous challenges in unconstrained and complex environments, particularly due to perspective distortions caused by various shooting angles and the correction of single-line and double-line license plates. Considering the limited computational resources of edge devices, developing a low-complexity, end-to-end integrated network for both correction and recognition is essential for achieving real-time and efficient deployment. In this work, we propose a lightweight, unified network named LPTR-AFLNet for correcting and recognizing Chinese license pl"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2507.16362","kind":"arxiv","version":3},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2507.16362/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"aliases":[{"alias_kind":"arxiv","alias_value":"2507.16362","created_at":"2026-06-01T01:02:17.744542+00:00"},{"alias_kind":"arxiv_version","alias_value":"2507.16362v3","created_at":"2026-06-01T01:02:17.744542+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2507.16362","created_at":"2026-06-01T01:02:17.744542+00:00"},{"alias_kind":"pith_short_12","alias_value":"QTYLBFXUYK6T","created_at":"2026-06-01T01:02:17.744542+00:00"},{"alias_kind":"pith_short_16","alias_value":"QTYLBFXUYK6TLTFT","created_at":"2026-06-01T01:02:17.744542+00:00"},{"alias_kind":"pith_short_8","alias_value":"QTYLBFXU","created_at":"2026-06-01T01:02:17.744542+00:00"}],"events":[],"event_summary":{},"paper_claims":[],"inbound_citations":{"count":0,"internal_anchor_count":0,"sample":[]},"formal_canon":{"evidence_count":0,"sample":[],"anchors":[]},"links":{"html":"https://pith.science/pith/QTYLBFXUYK6TLTFTPWIEA7SSJT","json":"https://pith.science/pith/QTYLBFXUYK6TLTFTPWIEA7SSJT.json","graph_json":"https://pith.science/api/pith-number/QTYLBFXUYK6TLTFTPWIEA7SSJT/graph.json","events_json":"https://pith.science/api/pith-number/QTYLBFXUYK6TLTFTPWIEA7SSJT/events.json","paper":"https://pith.science/paper/QTYLBFXU"},"agent_actions":{"view_html":"https://pith.science/pith/QTYLBFXUYK6TLTFTPWIEA7SSJT","download_json":"https://pith.science/pith/QTYLBFXUYK6TLTFTPWIEA7SSJT.json","view_paper":"https://pith.science/paper/QTYLBFXU","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2507.16362&json=true","fetch_graph":"https://pith.science/api/pith-number/QTYLBFXUYK6TLTFTPWIEA7SSJT/graph.json","fetch_events":"https://pith.science/api/pith-number/QTYLBFXUYK6TLTFTPWIEA7SSJT/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/QTYLBFXUYK6TLTFTPWIEA7SSJT/action/timestamp_anchor","attest_storage":"https://pith.science/pith/QTYLBFXUYK6TLTFTPWIEA7SSJT/action/storage_attestation","attest_author":"https://pith.science/pith/QTYLBFXUYK6TLTFTPWIEA7SSJT/action/author_attestation","sign_citation":"https://pith.science/pith/QTYLBFXUYK6TLTFTPWIEA7SSJT/action/citation_signature","submit_replication":"https://pith.science/pith/QTYLBFXUYK6TLTFTPWIEA7SSJT/action/replication_record"}},"created_at":"2026-06-01T01:02:17.744542+00:00","updated_at":"2026-06-01T01:02:17.744542+00:00"}