{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2015:F5CINGDDDHAMEAWTHGAI5AUBT6","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"3dbd0ffeda8cc2b179f466a539017b728c5aa229cb3dc12282b10026b82b67ed","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2015-10-13T15:33:01Z","title_canon_sha256":"f1b99f17d89ec3988d45970784dfc007268503db35fa33617b72327d800c239f"},"schema_version":"1.0","source":{"id":"1510.03743","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1510.03743","created_at":"2026-05-18T01:30:16Z"},{"alias_kind":"arxiv_version","alias_value":"1510.03743v1","created_at":"2026-05-18T01:30:16Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1510.03743","created_at":"2026-05-18T01:30:16Z"},{"alias_kind":"pith_short_12","alias_value":"F5CINGDDDHAM","created_at":"2026-05-18T12:29:19Z"},{"alias_kind":"pith_short_16","alias_value":"F5CINGDDDHAMEAWT","created_at":"2026-05-18T12:29:19Z"},{"alias_kind":"pith_short_8","alias_value":"F5CINGDD","created_at":"2026-05-18T12:29:19Z"}],"graph_snapshots":[{"event_id":"sha256:61e8e499395dffcd67b324ec81433890a8419a477394410f4984b142eac1dcf3","target":"graph","created_at":"2026-05-18T01:30:16Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"paper":{"abstract_excerpt":"We propose to use deep convolutional neural networks to address the problem of cross-view image geolocalization, in which the geolocation of a ground-level query image is estimated by matching to georeferenced aerial images. We use state-of-the-art feature representations for ground-level images and introduce a cross-view training approach for learning a joint semantic feature representation for aerial images. We also propose a network architecture that fuses features extracted from aerial images at multiple spatial scales. To support training these networks, we introduce a massive database th","authors_text":"Nathan Jacobs, Richard Souvenir, Scott Workman","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2015-10-13T15:33:01Z","title":"Wide-Area Image Geolocalization with Aerial Reference Imagery"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1510.03743","kind":"arxiv","version":1},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:06e7442b0bc777d27f9ad3cde6a4de07f34a2cadbc3ca112db2515aa58565f9e","target":"record","created_at":"2026-05-18T01:30:16Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"3dbd0ffeda8cc2b179f466a539017b728c5aa229cb3dc12282b10026b82b67ed","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2015-10-13T15:33:01Z","title_canon_sha256":"f1b99f17d89ec3988d45970784dfc007268503db35fa33617b72327d800c239f"},"schema_version":"1.0","source":{"id":"1510.03743","kind":"arxiv","version":1}},"canonical_sha256":"2f4486986319c0c202d339808e82819f99490b11f5c8dd3188ac39a7d3e66f40","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"2f4486986319c0c202d339808e82819f99490b11f5c8dd3188ac39a7d3e66f40","first_computed_at":"2026-05-18T01:30:16.273067Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T01:30:16.273067Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"yLQL0HVT5XAx5UQ/K7TmIAaOEKSYYsVczbGXMnPgTAlI9y6RJUB54TuEL/29RlTDg5j6Mx7mAggoX0M50E6YDA==","signature_status":"signed_v1","signed_at":"2026-05-18T01:30:16.273658Z","signed_message":"canonical_sha256_bytes"},"source_id":"1510.03743","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:06e7442b0bc777d27f9ad3cde6a4de07f34a2cadbc3ca112db2515aa58565f9e","sha256:61e8e499395dffcd67b324ec81433890a8419a477394410f4984b142eac1dcf3"],"state_sha256":"4d785294d0e6a87e642038cbe4fc2fec27067ffc5e45b1cb2f62c9b4c19da687"}