{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2019:PXKAEHCMLMKRK2LR35DJPG3ZOB","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":"b509c6d22ed0861e0eb7faa146c24faa699da4a8095b06e0029042a73b56e823","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2019-07-24T08:49:27Z","title_canon_sha256":"1cea5709e308a250943364af93e3b8a4869006f4f57f9db26d05b0853f0e2b46"},"schema_version":"1.0","source":{"id":"1907.10303","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1907.10303","created_at":"2026-05-17T23:39:29Z"},{"alias_kind":"arxiv_version","alias_value":"1907.10303v1","created_at":"2026-05-17T23:39:29Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1907.10303","created_at":"2026-05-17T23:39:29Z"},{"alias_kind":"pith_short_12","alias_value":"PXKAEHCMLMKR","created_at":"2026-05-18T12:33:24Z"},{"alias_kind":"pith_short_16","alias_value":"PXKAEHCMLMKRK2LR","created_at":"2026-05-18T12:33:24Z"},{"alias_kind":"pith_short_8","alias_value":"PXKAEHCM","created_at":"2026-05-18T12:33:24Z"}],"graph_snapshots":[{"event_id":"sha256:4c5d168bed68c905a3eac18c054c24f12cb7326fb1b01ec57179cd8adfe424c5","target":"graph","created_at":"2026-05-17T23:39:29Z","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":"Despite much research progress in image semantic segmentation, it remains challenging under adverse environmental conditions caused by imaging limitations of visible spectrum. While thermal infrared cameras have several advantages over cameras for the visible spectrum, such as operating in total darkness, insensitive to illumination variations, robust to shadow effects and strong ability to penetrate haze and smog. These advantages of thermal infrared cameras make the segmentation of semantic objects in day and night. In this paper, we propose a novel network architecture, called edge-conditio","authors_text":"Bin Luo, Chenglong Li, Jin Tang, Wei Xia, Yan Yan","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2019-07-24T08:49:27Z","title":"Segmenting Objects in Day and Night:Edge-Conditioned CNN for Thermal Image Semantic Segmentation"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1907.10303","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:a176f6020bd4f6ab0bdddaa833e5ad24cfe92c825a94bffdb5b64fddcac5aec7","target":"record","created_at":"2026-05-17T23:39:29Z","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":"b509c6d22ed0861e0eb7faa146c24faa699da4a8095b06e0029042a73b56e823","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2019-07-24T08:49:27Z","title_canon_sha256":"1cea5709e308a250943364af93e3b8a4869006f4f57f9db26d05b0853f0e2b46"},"schema_version":"1.0","source":{"id":"1907.10303","kind":"arxiv","version":1}},"canonical_sha256":"7dd4021c4c5b15156971df46979b79705e8e93f58c166da256efa83d26118591","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"7dd4021c4c5b15156971df46979b79705e8e93f58c166da256efa83d26118591","first_computed_at":"2026-05-17T23:39:29.815850Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-17T23:39:29.815850Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"qjYuRco+rn9orsla+1vHOwd/HLY9VzRFh8N/mdXlBR7h6ia7FjreanswYVqM1hyN3if0yl6WneL9lsuQ/Jv9Dg==","signature_status":"signed_v1","signed_at":"2026-05-17T23:39:29.816382Z","signed_message":"canonical_sha256_bytes"},"source_id":"1907.10303","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:a176f6020bd4f6ab0bdddaa833e5ad24cfe92c825a94bffdb5b64fddcac5aec7","sha256:4c5d168bed68c905a3eac18c054c24f12cb7326fb1b01ec57179cd8adfe424c5"],"state_sha256":"ec099709927dda8bb57ca07c6f56fc83ccdceabe8c0ecd78fa45b7073e738c0e"}