{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2024:TPUPGYMENZRETJ54XNCJ5U2CZJ","short_pith_number":"pith:TPUPGYME","schema_version":"1.0","canonical_sha256":"9be8f361846e6249a7bcbb449ed342ca6dc0ee3d531c62cb4a9118c952ba691b","source":{"kind":"arxiv","id":"2404.01298","version":2},"attestation_state":"computed","paper":{"title":"Noise2Image: Noise-Enabled Static Scene Recovery for Event Cameras","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["eess.IV"],"primary_cat":"cs.CV","authors_text":"Amit Kohli, Dekel Galor, Jacob L Yates, Laura Waller, Ruiming Cao","submitted_at":"2024-04-01T17:59:53Z","abstract_excerpt":"Event cameras, also known as dynamic vision sensors, are an emerging modality for measuring fast dynamics asynchronously. Event cameras capture changes of log-intensity over time as a stream of 'events' and generally cannot measure intensity itself; hence, they are only used for imaging dynamic scenes. However, fluctuations due to random photon arrival inevitably trigger noise events, even for static scenes. While previous efforts have been focused on filtering out these undesirable noise events to improve signal quality, we find that, in the photon-noise regime, these noise events are correla"},"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":"2404.01298","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2024-04-01T17:59:53Z","cross_cats_sorted":["eess.IV"],"title_canon_sha256":"49d337d088e263682f0e789afd6cbd70b5085721b4d7a3fc4126ef04c184d598","abstract_canon_sha256":"624134afcc1693cb94083bad222a8e387df37788ff4bb0a40d9f71ddb0e5a976"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T11:21:32.070680Z","signature_b64":"jOOI/hDhoEDVzCs8r6uKf4HWoyaxzH9Mb6dtmdsoxucHm3IepG6fHtN2IPMpztToT90vPNU+BWvrTO7gw0cvCA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"9be8f361846e6249a7bcbb449ed342ca6dc0ee3d531c62cb4a9118c952ba691b","last_reissued_at":"2026-07-05T11:21:32.070225Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T11:21:32.070225Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Noise2Image: Noise-Enabled Static Scene Recovery for Event Cameras","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["eess.IV"],"primary_cat":"cs.CV","authors_text":"Amit Kohli, Dekel Galor, Jacob L Yates, Laura Waller, Ruiming Cao","submitted_at":"2024-04-01T17:59:53Z","abstract_excerpt":"Event cameras, also known as dynamic vision sensors, are an emerging modality for measuring fast dynamics asynchronously. Event cameras capture changes of log-intensity over time as a stream of 'events' and generally cannot measure intensity itself; hence, they are only used for imaging dynamic scenes. However, fluctuations due to random photon arrival inevitably trigger noise events, even for static scenes. While previous efforts have been focused on filtering out these undesirable noise events to improve signal quality, we find that, in the photon-noise regime, these noise events are correla"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2404.01298","kind":"arxiv","version":2},"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/2404.01298/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":"2404.01298","created_at":"2026-07-05T11:21:32.070281+00:00"},{"alias_kind":"arxiv_version","alias_value":"2404.01298v2","created_at":"2026-07-05T11:21:32.070281+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2404.01298","created_at":"2026-07-05T11:21:32.070281+00:00"},{"alias_kind":"pith_short_12","alias_value":"TPUPGYMENZRE","created_at":"2026-07-05T11:21:32.070281+00:00"},{"alias_kind":"pith_short_16","alias_value":"TPUPGYMENZRETJ54","created_at":"2026-07-05T11:21:32.070281+00:00"},{"alias_kind":"pith_short_8","alias_value":"TPUPGYME","created_at":"2026-07-05T11:21:32.070281+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/TPUPGYMENZRETJ54XNCJ5U2CZJ","json":"https://pith.science/pith/TPUPGYMENZRETJ54XNCJ5U2CZJ.json","graph_json":"https://pith.science/api/pith-number/TPUPGYMENZRETJ54XNCJ5U2CZJ/graph.json","events_json":"https://pith.science/api/pith-number/TPUPGYMENZRETJ54XNCJ5U2CZJ/events.json","paper":"https://pith.science/paper/TPUPGYME"},"agent_actions":{"view_html":"https://pith.science/pith/TPUPGYMENZRETJ54XNCJ5U2CZJ","download_json":"https://pith.science/pith/TPUPGYMENZRETJ54XNCJ5U2CZJ.json","view_paper":"https://pith.science/paper/TPUPGYME","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2404.01298&json=true","fetch_graph":"https://pith.science/api/pith-number/TPUPGYMENZRETJ54XNCJ5U2CZJ/graph.json","fetch_events":"https://pith.science/api/pith-number/TPUPGYMENZRETJ54XNCJ5U2CZJ/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/TPUPGYMENZRETJ54XNCJ5U2CZJ/action/timestamp_anchor","attest_storage":"https://pith.science/pith/TPUPGYMENZRETJ54XNCJ5U2CZJ/action/storage_attestation","attest_author":"https://pith.science/pith/TPUPGYMENZRETJ54XNCJ5U2CZJ/action/author_attestation","sign_citation":"https://pith.science/pith/TPUPGYMENZRETJ54XNCJ5U2CZJ/action/citation_signature","submit_replication":"https://pith.science/pith/TPUPGYMENZRETJ54XNCJ5U2CZJ/action/replication_record"}},"created_at":"2026-07-05T11:21:32.070281+00:00","updated_at":"2026-07-05T11:21:32.070281+00:00"}