{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2025:VFPAPCYACF2IBH7SV6OWVISSAW","short_pith_number":"pith:VFPAPCYA","schema_version":"1.0","canonical_sha256":"a95e078b001174809ff2af9d6aa252058616d158a13923eb6672b0b1a3d9838e","source":{"kind":"arxiv","id":"2509.05334","version":1},"attestation_state":"computed","paper":{"title":"A Real-Time, Vision-Based System for Badminton Smash Speed Estimation on Mobile Devices","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.MM"],"primary_cat":"cs.CV","authors_text":"Diwen Huang","submitted_at":"2025-09-01T06:09:19Z","abstract_excerpt":"Performance metrics in sports, such as shot speed and angle, provide crucial feedback for athlete development. However, the technology to capture these metrics has historically been expensive, complex, and largely inaccessible to amateur and recreational players. This paper addresses this gap in the context of badminton, one of the world's most popular sports, by introducing a novel, cost-effective, and user-friendly system for measuring smash speed using ubiquitous smartphone technology. Our approach leverages a custom-trained YOLOv5 model for shuttlecock detection, combined with a Kalman fil"},"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":"2509.05334","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2025-09-01T06:09:19Z","cross_cats_sorted":["cs.MM"],"title_canon_sha256":"01d07de607bbc7a076b866cee88938dfcf373b4f35f1dc1c05557c08045a8fb1","abstract_canon_sha256":"389f7ace30c7c59c91f43816a68b9ebf57e7e836a169c9f36e5f03b426cb099e"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T12:05:45.163141Z","signature_b64":"gz18Mx8QFEKxFykgZctMudWTEbpaX2v75vqjmSTmEjXYPr/Rd1bcyD187Qp441QlbYi1h7VjauGIR3xgrY+bBA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"a95e078b001174809ff2af9d6aa252058616d158a13923eb6672b0b1a3d9838e","last_reissued_at":"2026-07-05T12:05:45.162701Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T12:05:45.162701Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"A Real-Time, Vision-Based System for Badminton Smash Speed Estimation on Mobile Devices","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.MM"],"primary_cat":"cs.CV","authors_text":"Diwen Huang","submitted_at":"2025-09-01T06:09:19Z","abstract_excerpt":"Performance metrics in sports, such as shot speed and angle, provide crucial feedback for athlete development. However, the technology to capture these metrics has historically been expensive, complex, and largely inaccessible to amateur and recreational players. This paper addresses this gap in the context of badminton, one of the world's most popular sports, by introducing a novel, cost-effective, and user-friendly system for measuring smash speed using ubiquitous smartphone technology. Our approach leverages a custom-trained YOLOv5 model for shuttlecock detection, combined with a Kalman fil"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2509.05334","kind":"arxiv","version":1},"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/2509.05334/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":"2509.05334","created_at":"2026-07-05T12:05:45.162760+00:00"},{"alias_kind":"arxiv_version","alias_value":"2509.05334v1","created_at":"2026-07-05T12:05:45.162760+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2509.05334","created_at":"2026-07-05T12:05:45.162760+00:00"},{"alias_kind":"pith_short_12","alias_value":"VFPAPCYACF2I","created_at":"2026-07-05T12:05:45.162760+00:00"},{"alias_kind":"pith_short_16","alias_value":"VFPAPCYACF2IBH7S","created_at":"2026-07-05T12:05:45.162760+00:00"},{"alias_kind":"pith_short_8","alias_value":"VFPAPCYA","created_at":"2026-07-05T12:05:45.162760+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/VFPAPCYACF2IBH7SV6OWVISSAW","json":"https://pith.science/pith/VFPAPCYACF2IBH7SV6OWVISSAW.json","graph_json":"https://pith.science/api/pith-number/VFPAPCYACF2IBH7SV6OWVISSAW/graph.json","events_json":"https://pith.science/api/pith-number/VFPAPCYACF2IBH7SV6OWVISSAW/events.json","paper":"https://pith.science/paper/VFPAPCYA"},"agent_actions":{"view_html":"https://pith.science/pith/VFPAPCYACF2IBH7SV6OWVISSAW","download_json":"https://pith.science/pith/VFPAPCYACF2IBH7SV6OWVISSAW.json","view_paper":"https://pith.science/paper/VFPAPCYA","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2509.05334&json=true","fetch_graph":"https://pith.science/api/pith-number/VFPAPCYACF2IBH7SV6OWVISSAW/graph.json","fetch_events":"https://pith.science/api/pith-number/VFPAPCYACF2IBH7SV6OWVISSAW/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/VFPAPCYACF2IBH7SV6OWVISSAW/action/timestamp_anchor","attest_storage":"https://pith.science/pith/VFPAPCYACF2IBH7SV6OWVISSAW/action/storage_attestation","attest_author":"https://pith.science/pith/VFPAPCYACF2IBH7SV6OWVISSAW/action/author_attestation","sign_citation":"https://pith.science/pith/VFPAPCYACF2IBH7SV6OWVISSAW/action/citation_signature","submit_replication":"https://pith.science/pith/VFPAPCYACF2IBH7SV6OWVISSAW/action/replication_record"}},"created_at":"2026-07-05T12:05:45.162760+00:00","updated_at":"2026-07-05T12:05:45.162760+00:00"}