{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2018:GIC4ZJF3WL46XM3KWT6S34CDCA","short_pith_number":"pith:GIC4ZJF3","canonical_record":{"source":{"id":"1811.06277","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2018-11-15T10:26:09Z","cross_cats_sorted":[],"title_canon_sha256":"3c9890c74bc02f6a406e82b7e49ca430b598e024b952035e80c2f322219a4246","abstract_canon_sha256":"0b9bf8e87d6d22aa8ed23516f5ef8650a27621ebb4b6b34697f8f67a59ef998f"},"schema_version":"1.0"},"canonical_sha256":"3205cca4bbb2f9ebb36ab4fd2df043100254c2e7b0ff8afdabc3bbb59aaee26c","source":{"kind":"arxiv","id":"1811.06277","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1811.06277","created_at":"2026-05-18T00:00:38Z"},{"alias_kind":"arxiv_version","alias_value":"1811.06277v1","created_at":"2026-05-18T00:00:38Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1811.06277","created_at":"2026-05-18T00:00:38Z"},{"alias_kind":"pith_short_12","alias_value":"GIC4ZJF3WL46","created_at":"2026-05-18T12:32:25Z"},{"alias_kind":"pith_short_16","alias_value":"GIC4ZJF3WL46XM3K","created_at":"2026-05-18T12:32:25Z"},{"alias_kind":"pith_short_8","alias_value":"GIC4ZJF3","created_at":"2026-05-18T12:32:25Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2018:GIC4ZJF3WL46XM3KWT6S34CDCA","target":"record","payload":{"canonical_record":{"source":{"id":"1811.06277","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2018-11-15T10:26:09Z","cross_cats_sorted":[],"title_canon_sha256":"3c9890c74bc02f6a406e82b7e49ca430b598e024b952035e80c2f322219a4246","abstract_canon_sha256":"0b9bf8e87d6d22aa8ed23516f5ef8650a27621ebb4b6b34697f8f67a59ef998f"},"schema_version":"1.0"},"canonical_sha256":"3205cca4bbb2f9ebb36ab4fd2df043100254c2e7b0ff8afdabc3bbb59aaee26c","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-18T00:00:38.140067Z","signature_b64":"pXg/wYY3vwyp98HY8qu74z22389bKSWAlkGcu63ckENFGTwtrMztaWxsY/VQShqX/+Bi/EfFodG1eONVAIDVAg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"3205cca4bbb2f9ebb36ab4fd2df043100254c2e7b0ff8afdabc3bbb59aaee26c","last_reissued_at":"2026-05-18T00:00:38.139605Z","signature_status":"signed_v1","first_computed_at":"2026-05-18T00:00:38.139605Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"1811.06277","source_version":1,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-05-18T00:00:38Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Fv0yNXGuj0ESWmQ3Dn9Fy9yyMwHj9ofPmZMyq32QRljr6fQYfstVWh++aeVE+HFKtNCSKOIsfoETkeUqqT8qDQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-05-27T04:26:30.770910Z"},"content_sha256":"71406eaa71230912e8a38bef0386897c848f95ffbf097e446e02ff3a80bdeaeb","schema_version":"1.0","event_id":"sha256:71406eaa71230912e8a38bef0386897c848f95ffbf097e446e02ff3a80bdeaeb"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2018:GIC4ZJF3WL46XM3KWT6S34CDCA","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Image declipping with deep networks","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.CV","authors_text":"Michael Werman, Shachar Honig","submitted_at":"2018-11-15T10:26:09Z","abstract_excerpt":"We present a deep network to recover pixel values lost to clipping. The clipped area of the image is typically a uniform area of minimum or maximum brightness, losing image detail and color fidelity. The degree to which the clipping is visually noticeable depends on the amount by which values were clipped, and the extent of the clipped area. Clipping may occur in any (or all) of the pixel's color channels. Although clipped pixels are common and occur to some degree in almost every image we tested, current automatic solutions have only partial success in repairing clipped pixels and work only i"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1811.06277","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":""},"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"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-05-18T00:00:38Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"kZ5HKEFRdUyP5gro1eFH23c7fqUd7bB8nqMfhK63ruyQJUrZXJlFyGebbFJOMLtkNNULYF67MdBegc1fR7NNAg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-05-27T04:26:30.771270Z"},"content_sha256":"5d2855c80bf3fdeada3550b1ce63531e69d3f0685c22e0f15cebe2cbf50caa85","schema_version":"1.0","event_id":"sha256:5d2855c80bf3fdeada3550b1ce63531e69d3f0685c22e0f15cebe2cbf50caa85"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/GIC4ZJF3WL46XM3KWT6S34CDCA/bundle.json","state_url":"https://pith.science/pith/GIC4ZJF3WL46XM3KWT6S34CDCA/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/GIC4ZJF3WL46XM3KWT6S34CDCA/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-05-27T04:26:30Z","links":{"resolver":"https://pith.science/pith/GIC4ZJF3WL46XM3KWT6S34CDCA","bundle":"https://pith.science/pith/GIC4ZJF3WL46XM3KWT6S34CDCA/bundle.json","state":"https://pith.science/pith/GIC4ZJF3WL46XM3KWT6S34CDCA/state.json","well_known_bundle":"https://pith.science/.well-known/pith/GIC4ZJF3WL46XM3KWT6S34CDCA/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2018:GIC4ZJF3WL46XM3KWT6S34CDCA","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":"0b9bf8e87d6d22aa8ed23516f5ef8650a27621ebb4b6b34697f8f67a59ef998f","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2018-11-15T10:26:09Z","title_canon_sha256":"3c9890c74bc02f6a406e82b7e49ca430b598e024b952035e80c2f322219a4246"},"schema_version":"1.0","source":{"id":"1811.06277","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1811.06277","created_at":"2026-05-18T00:00:38Z"},{"alias_kind":"arxiv_version","alias_value":"1811.06277v1","created_at":"2026-05-18T00:00:38Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1811.06277","created_at":"2026-05-18T00:00:38Z"},{"alias_kind":"pith_short_12","alias_value":"GIC4ZJF3WL46","created_at":"2026-05-18T12:32:25Z"},{"alias_kind":"pith_short_16","alias_value":"GIC4ZJF3WL46XM3K","created_at":"2026-05-18T12:32:25Z"},{"alias_kind":"pith_short_8","alias_value":"GIC4ZJF3","created_at":"2026-05-18T12:32:25Z"}],"graph_snapshots":[{"event_id":"sha256:5d2855c80bf3fdeada3550b1ce63531e69d3f0685c22e0f15cebe2cbf50caa85","target":"graph","created_at":"2026-05-18T00:00:38Z","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 present a deep network to recover pixel values lost to clipping. The clipped area of the image is typically a uniform area of minimum or maximum brightness, losing image detail and color fidelity. The degree to which the clipping is visually noticeable depends on the amount by which values were clipped, and the extent of the clipped area. Clipping may occur in any (or all) of the pixel's color channels. Although clipped pixels are common and occur to some degree in almost every image we tested, current automatic solutions have only partial success in repairing clipped pixels and work only i","authors_text":"Michael Werman, Shachar Honig","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2018-11-15T10:26:09Z","title":"Image declipping with deep networks"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1811.06277","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":"sha256:71406eaa71230912e8a38bef0386897c848f95ffbf097e446e02ff3a80bdeaeb","target":"record","created_at":"2026-05-18T00:00:38Z","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":"0b9bf8e87d6d22aa8ed23516f5ef8650a27621ebb4b6b34697f8f67a59ef998f","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2018-11-15T10:26:09Z","title_canon_sha256":"3c9890c74bc02f6a406e82b7e49ca430b598e024b952035e80c2f322219a4246"},"schema_version":"1.0","source":{"id":"1811.06277","kind":"arxiv","version":1}},"canonical_sha256":"3205cca4bbb2f9ebb36ab4fd2df043100254c2e7b0ff8afdabc3bbb59aaee26c","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"3205cca4bbb2f9ebb36ab4fd2df043100254c2e7b0ff8afdabc3bbb59aaee26c","first_computed_at":"2026-05-18T00:00:38.139605Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:00:38.139605Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"pXg/wYY3vwyp98HY8qu74z22389bKSWAlkGcu63ckENFGTwtrMztaWxsY/VQShqX/+Bi/EfFodG1eONVAIDVAg==","signature_status":"signed_v1","signed_at":"2026-05-18T00:00:38.140067Z","signed_message":"canonical_sha256_bytes"},"source_id":"1811.06277","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:71406eaa71230912e8a38bef0386897c848f95ffbf097e446e02ff3a80bdeaeb","sha256:5d2855c80bf3fdeada3550b1ce63531e69d3f0685c22e0f15cebe2cbf50caa85"],"state_sha256":"d5c501cd27b87e866f2a0bf76381d2cb665a3210354215c1c6f299cc7a7a971b"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"QFZtCAN7UWaNli8DXE3yE4O3iIYSkfv/ydDU24c99HdVcQjY/j1Dk6WNuSrhi8+Xd/B/w7SjF6mA9b7DKAPXDw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-05-27T04:26:30.773541Z","bundle_sha256":"4545ca6229bdaf7f5222377394ad2d05dc2b6678dc2af7e4b79810cfbfd30ace"}}