{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2022:S3XGQJM6LAXMNJPGYBXRPN2KQM","short_pith_number":"pith:S3XGQJM6","canonical_record":{"source":{"id":"2209.15368","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/publicdomain/zero/1.0/","primary_cat":"cs.CV","submitted_at":"2022-09-30T10:41:16Z","cross_cats_sorted":[],"title_canon_sha256":"af544008ae231a517b9d4b19e398bf26459e1255b80ccb006b54fa985c1d2174","abstract_canon_sha256":"b092d4ee32b9ad6ebfba371c81ef217c9406747b16deff1c6951d5071eaa88c5"},"schema_version":"1.0"},"canonical_sha256":"96ee68259e582ec6a5e6c06f17b74a833be04575ede0fb1ffff5e62524ed71b0","source":{"kind":"arxiv","id":"2209.15368","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2209.15368","created_at":"2026-07-05T05:02:19Z"},{"alias_kind":"arxiv_version","alias_value":"2209.15368v1","created_at":"2026-07-05T05:02:19Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2209.15368","created_at":"2026-07-05T05:02:19Z"},{"alias_kind":"pith_short_12","alias_value":"S3XGQJM6LAXM","created_at":"2026-07-05T05:02:19Z"},{"alias_kind":"pith_short_16","alias_value":"S3XGQJM6LAXMNJPG","created_at":"2026-07-05T05:02:19Z"},{"alias_kind":"pith_short_8","alias_value":"S3XGQJM6","created_at":"2026-07-05T05:02:19Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2022:S3XGQJM6LAXMNJPGYBXRPN2KQM","target":"record","payload":{"canonical_record":{"source":{"id":"2209.15368","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/publicdomain/zero/1.0/","primary_cat":"cs.CV","submitted_at":"2022-09-30T10:41:16Z","cross_cats_sorted":[],"title_canon_sha256":"af544008ae231a517b9d4b19e398bf26459e1255b80ccb006b54fa985c1d2174","abstract_canon_sha256":"b092d4ee32b9ad6ebfba371c81ef217c9406747b16deff1c6951d5071eaa88c5"},"schema_version":"1.0"},"canonical_sha256":"96ee68259e582ec6a5e6c06f17b74a833be04575ede0fb1ffff5e62524ed71b0","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T05:02:19.321131Z","signature_b64":"ZMIAb5NklyhS7mgZmDm1mVxKLeBYyILAd34PHiwZxrq3iG2ID9CRV/9ir+P3akOdWMXJZc5LjbKVXdKSa75qBg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"96ee68259e582ec6a5e6c06f17b74a833be04575ede0fb1ffff5e62524ed71b0","last_reissued_at":"2026-07-05T05:02:19.320801Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T05:02:19.320801Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2209.15368","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":"2026-07-05T05:02:19Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"lFInaY1gZkm24zFqrG9rMGBEC4E5XFRa9qDtzVhbO2y0ZkxWzrXyXyw1JcbKgJjSrBZAQk09QUL2skDL+fFOBg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-05T11:19:37.753340Z"},"content_sha256":"795a66bbcd8648c6e898ac6a090c0b9d933a23573f97ac0635ce98efa4856911","schema_version":"1.0","event_id":"sha256:795a66bbcd8648c6e898ac6a090c0b9d933a23573f97ac0635ce98efa4856911"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2022:S3XGQJM6LAXMNJPGYBXRPN2KQM","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Inharmonious Region Localization by Magnifying Domain Discrepancy","license":"http://creativecommons.org/publicdomain/zero/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.CV","authors_text":"Fengjun Guo, Jing Liang, Li Niu, Penghao Wu, Teng Long","submitted_at":"2022-09-30T10:41:16Z","abstract_excerpt":"Inharmonious region localization aims to localize the region in a synthetic image which is incompatible with surrounding background. The inharmony issue is mainly attributed to the color and illumination inconsistency produced by image editing techniques. In this work, we tend to transform the input image to another color space to magnify the domain discrepancy between inharmonious region and background, so that the model can identify the inharmonious region more easily. To this end, we present a novel framework consisting of a color mapping module and an inharmonious region localization netwo"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2209.15368","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/2209.15368/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"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T05:02:19Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"oXFlPddwPKdyGYy9N5oKdTf/njgGaZkenJV1mSuK1uSMQH5QPF0x5Cr6LGVaQPD6z7n9fnvBE9ZtL0IKoCeeAQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-05T11:19:37.753661Z"},"content_sha256":"53daa415c2c244c788b881fa2adb95c0056d7c38a0f13008b809c01690fdbf72","schema_version":"1.0","event_id":"sha256:53daa415c2c244c788b881fa2adb95c0056d7c38a0f13008b809c01690fdbf72"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/S3XGQJM6LAXMNJPGYBXRPN2KQM/bundle.json","state_url":"https://pith.science/pith/S3XGQJM6LAXMNJPGYBXRPN2KQM/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/S3XGQJM6LAXMNJPGYBXRPN2KQM/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":"2026-08-05T11:19:37Z","links":{"resolver":"https://pith.science/pith/S3XGQJM6LAXMNJPGYBXRPN2KQM","bundle":"https://pith.science/pith/S3XGQJM6LAXMNJPGYBXRPN2KQM/bundle.json","state":"https://pith.science/pith/S3XGQJM6LAXMNJPGYBXRPN2KQM/state.json","well_known_bundle":"https://pith.science/.well-known/pith/S3XGQJM6LAXMNJPGYBXRPN2KQM/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2022:S3XGQJM6LAXMNJPGYBXRPN2KQM","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":"b092d4ee32b9ad6ebfba371c81ef217c9406747b16deff1c6951d5071eaa88c5","cross_cats_sorted":[],"license":"http://creativecommons.org/publicdomain/zero/1.0/","primary_cat":"cs.CV","submitted_at":"2022-09-30T10:41:16Z","title_canon_sha256":"af544008ae231a517b9d4b19e398bf26459e1255b80ccb006b54fa985c1d2174"},"schema_version":"1.0","source":{"id":"2209.15368","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2209.15368","created_at":"2026-07-05T05:02:19Z"},{"alias_kind":"arxiv_version","alias_value":"2209.15368v1","created_at":"2026-07-05T05:02:19Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2209.15368","created_at":"2026-07-05T05:02:19Z"},{"alias_kind":"pith_short_12","alias_value":"S3XGQJM6LAXM","created_at":"2026-07-05T05:02:19Z"},{"alias_kind":"pith_short_16","alias_value":"S3XGQJM6LAXMNJPG","created_at":"2026-07-05T05:02:19Z"},{"alias_kind":"pith_short_8","alias_value":"S3XGQJM6","created_at":"2026-07-05T05:02:19Z"}],"graph_snapshots":[{"event_id":"sha256:53daa415c2c244c788b881fa2adb95c0056d7c38a0f13008b809c01690fdbf72","target":"graph","created_at":"2026-07-05T05:02:19Z","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"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2209.15368/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Inharmonious region localization aims to localize the region in a synthetic image which is incompatible with surrounding background. The inharmony issue is mainly attributed to the color and illumination inconsistency produced by image editing techniques. In this work, we tend to transform the input image to another color space to magnify the domain discrepancy between inharmonious region and background, so that the model can identify the inharmonious region more easily. To this end, we present a novel framework consisting of a color mapping module and an inharmonious region localization netwo","authors_text":"Fengjun Guo, Jing Liang, Li Niu, Penghao Wu, Teng Long","cross_cats":[],"headline":"","license":"http://creativecommons.org/publicdomain/zero/1.0/","primary_cat":"cs.CV","submitted_at":"2022-09-30T10:41:16Z","title":"Inharmonious Region Localization by Magnifying Domain Discrepancy"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2209.15368","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":"sha256:795a66bbcd8648c6e898ac6a090c0b9d933a23573f97ac0635ce98efa4856911","target":"record","created_at":"2026-07-05T05:02:19Z","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":"b092d4ee32b9ad6ebfba371c81ef217c9406747b16deff1c6951d5071eaa88c5","cross_cats_sorted":[],"license":"http://creativecommons.org/publicdomain/zero/1.0/","primary_cat":"cs.CV","submitted_at":"2022-09-30T10:41:16Z","title_canon_sha256":"af544008ae231a517b9d4b19e398bf26459e1255b80ccb006b54fa985c1d2174"},"schema_version":"1.0","source":{"id":"2209.15368","kind":"arxiv","version":1}},"canonical_sha256":"96ee68259e582ec6a5e6c06f17b74a833be04575ede0fb1ffff5e62524ed71b0","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"96ee68259e582ec6a5e6c06f17b74a833be04575ede0fb1ffff5e62524ed71b0","first_computed_at":"2026-07-05T05:02:19.320801Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T05:02:19.320801Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"ZMIAb5NklyhS7mgZmDm1mVxKLeBYyILAd34PHiwZxrq3iG2ID9CRV/9ir+P3akOdWMXJZc5LjbKVXdKSa75qBg==","signature_status":"signed_v1","signed_at":"2026-07-05T05:02:19.321131Z","signed_message":"canonical_sha256_bytes"},"source_id":"2209.15368","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:795a66bbcd8648c6e898ac6a090c0b9d933a23573f97ac0635ce98efa4856911","sha256:53daa415c2c244c788b881fa2adb95c0056d7c38a0f13008b809c01690fdbf72"],"state_sha256":"b4e29916b3281ae31960b7e9c9b0e42ae8af1e9ee6e599dc1ad8793c479abd83"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"0Alf/tQFv1Cj0HmmqJj09Mef4Z6P06DhpX/67xSdci3x8zGZPofLYCTwiKPLY2BIeRTopjwgNSO9guP19ZpQCg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-05T11:19:37.756638Z","bundle_sha256":"eb16060a78b811f34cfa946dd52b48f2144fa77064c3da2743f56fe8a2f8cd7a"}}