{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:YRUDRZCZENWDK5LWV4RSEKR5D4","short_pith_number":"pith:YRUDRZCZ","canonical_record":{"source":{"id":"2407.11223","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"eess.IV","submitted_at":"2024-07-15T20:19:44Z","cross_cats_sorted":[],"title_canon_sha256":"716a1abf61ebc5d3065add874f75a5fe445437cbb402b0c855da092a3db48db3","abstract_canon_sha256":"fd578e82fb1db4e3b7418d740ea5330d992c547dfd169736d75937ed605d19ec"},"schema_version":"1.0"},"canonical_sha256":"c46838e459236c357576af23222a3d1f05fa803914bad6ad83f45e54df79126f","source":{"kind":"arxiv","id":"2407.11223","version":2},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2407.11223","created_at":"2026-07-05T08:44:57Z"},{"alias_kind":"arxiv_version","alias_value":"2407.11223v2","created_at":"2026-07-05T08:44:57Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2407.11223","created_at":"2026-07-05T08:44:57Z"},{"alias_kind":"pith_short_12","alias_value":"YRUDRZCZENWD","created_at":"2026-07-05T08:44:57Z"},{"alias_kind":"pith_short_16","alias_value":"YRUDRZCZENWDK5LW","created_at":"2026-07-05T08:44:57Z"},{"alias_kind":"pith_short_8","alias_value":"YRUDRZCZ","created_at":"2026-07-05T08:44:57Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:YRUDRZCZENWDK5LWV4RSEKR5D4","target":"record","payload":{"canonical_record":{"source":{"id":"2407.11223","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"eess.IV","submitted_at":"2024-07-15T20:19:44Z","cross_cats_sorted":[],"title_canon_sha256":"716a1abf61ebc5d3065add874f75a5fe445437cbb402b0c855da092a3db48db3","abstract_canon_sha256":"fd578e82fb1db4e3b7418d740ea5330d992c547dfd169736d75937ed605d19ec"},"schema_version":"1.0"},"canonical_sha256":"c46838e459236c357576af23222a3d1f05fa803914bad6ad83f45e54df79126f","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T08:44:57.384939Z","signature_b64":"QIjJRUBzsORS7h70iF9Mm5Z94xLe9iGlBLO7hNhaxhRYHnbe79eTqly+xDEGs+BhzCFPg2CRpSZFAiyA2teKAw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"c46838e459236c357576af23222a3d1f05fa803914bad6ad83f45e54df79126f","last_reissued_at":"2026-07-05T08:44:57.384474Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T08:44:57.384474Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2407.11223","source_version":2,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T08:44:57Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"lYEcLP0WBnvItq9q9f01eUoGwkQHuhokwkGoFhNFQ9kTwBdO/sPA2lNp59/OrLb3UqySatkoSN5tTqrD4/WtBg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-19T22:45:53.296617Z"},"content_sha256":"803631eb4fb737c2a1a3d9ffb33e591338ac5faa2f6d9a1c89a906ab5b6236ba","schema_version":"1.0","event_id":"sha256:803631eb4fb737c2a1a3d9ffb33e591338ac5faa2f6d9a1c89a906ab5b6236ba"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:YRUDRZCZENWDK5LWV4RSEKR5D4","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"DD_RoTIR: Dual-Domain Image Registration via Image Translation and Hierarchical Feature-matching","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"eess.IV","authors_text":"Alin Achim, Ruixiong Wang, Stephen Cross","submitted_at":"2024-07-15T20:19:44Z","abstract_excerpt":"Microscopy images obtained from multiple camera lenses or sensors in biological experiments provide a comprehensive understanding of objects from diverse perspectives. However, using multiple microscope setups increases the risk of misalignment of identical target features across different modalities, making multimodal image registration crucial. In this work, we build upon previous successes in biological image translation (XAcGAN) and mono-modal image registration (RoTIR) to develop a deep learning model, Dual-Domain RoTIR (DD_RoTIR), specifically designed to address these challenges. While "},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2407.11223","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/2407.11223/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":"2026-07-05T08:44:57Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"4V2ykgquwr5xD9sjamxpsutWeUmgKO5V+n1t46l6gwI3zmfZg8RSkdHpwXoWhZowCHjGCc0Q000fZ9n1n6SUCA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-19T22:45:53.297001Z"},"content_sha256":"4b332be9a11ab7d555c6f7b4c0b85703620634ae5bb6e2c8259c268de7bab1f7","schema_version":"1.0","event_id":"sha256:4b332be9a11ab7d555c6f7b4c0b85703620634ae5bb6e2c8259c268de7bab1f7"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/YRUDRZCZENWDK5LWV4RSEKR5D4/bundle.json","state_url":"https://pith.science/pith/YRUDRZCZENWDK5LWV4RSEKR5D4/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/YRUDRZCZENWDK5LWV4RSEKR5D4/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":"2026-07-19T22:45:53Z","links":{"resolver":"https://pith.science/pith/YRUDRZCZENWDK5LWV4RSEKR5D4","bundle":"https://pith.science/pith/YRUDRZCZENWDK5LWV4RSEKR5D4/bundle.json","state":"https://pith.science/pith/YRUDRZCZENWDK5LWV4RSEKR5D4/state.json","well_known_bundle":"https://pith.science/.well-known/pith/YRUDRZCZENWDK5LWV4RSEKR5D4/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:YRUDRZCZENWDK5LWV4RSEKR5D4","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":"fd578e82fb1db4e3b7418d740ea5330d992c547dfd169736d75937ed605d19ec","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"eess.IV","submitted_at":"2024-07-15T20:19:44Z","title_canon_sha256":"716a1abf61ebc5d3065add874f75a5fe445437cbb402b0c855da092a3db48db3"},"schema_version":"1.0","source":{"id":"2407.11223","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2407.11223","created_at":"2026-07-05T08:44:57Z"},{"alias_kind":"arxiv_version","alias_value":"2407.11223v2","created_at":"2026-07-05T08:44:57Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2407.11223","created_at":"2026-07-05T08:44:57Z"},{"alias_kind":"pith_short_12","alias_value":"YRUDRZCZENWD","created_at":"2026-07-05T08:44:57Z"},{"alias_kind":"pith_short_16","alias_value":"YRUDRZCZENWDK5LW","created_at":"2026-07-05T08:44:57Z"},{"alias_kind":"pith_short_8","alias_value":"YRUDRZCZ","created_at":"2026-07-05T08:44:57Z"}],"graph_snapshots":[{"event_id":"sha256:4b332be9a11ab7d555c6f7b4c0b85703620634ae5bb6e2c8259c268de7bab1f7","target":"graph","created_at":"2026-07-05T08:44:57Z","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/2407.11223/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Microscopy images obtained from multiple camera lenses or sensors in biological experiments provide a comprehensive understanding of objects from diverse perspectives. However, using multiple microscope setups increases the risk of misalignment of identical target features across different modalities, making multimodal image registration crucial. In this work, we build upon previous successes in biological image translation (XAcGAN) and mono-modal image registration (RoTIR) to develop a deep learning model, Dual-Domain RoTIR (DD_RoTIR), specifically designed to address these challenges. While ","authors_text":"Alin Achim, Ruixiong Wang, Stephen Cross","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"eess.IV","submitted_at":"2024-07-15T20:19:44Z","title":"DD_RoTIR: Dual-Domain Image Registration via Image Translation and Hierarchical Feature-matching"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2407.11223","kind":"arxiv","version":2},"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":"sha256:803631eb4fb737c2a1a3d9ffb33e591338ac5faa2f6d9a1c89a906ab5b6236ba","target":"record","created_at":"2026-07-05T08:44:57Z","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":"fd578e82fb1db4e3b7418d740ea5330d992c547dfd169736d75937ed605d19ec","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"eess.IV","submitted_at":"2024-07-15T20:19:44Z","title_canon_sha256":"716a1abf61ebc5d3065add874f75a5fe445437cbb402b0c855da092a3db48db3"},"schema_version":"1.0","source":{"id":"2407.11223","kind":"arxiv","version":2}},"canonical_sha256":"c46838e459236c357576af23222a3d1f05fa803914bad6ad83f45e54df79126f","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"c46838e459236c357576af23222a3d1f05fa803914bad6ad83f45e54df79126f","first_computed_at":"2026-07-05T08:44:57.384474Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T08:44:57.384474Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"QIjJRUBzsORS7h70iF9Mm5Z94xLe9iGlBLO7hNhaxhRYHnbe79eTqly+xDEGs+BhzCFPg2CRpSZFAiyA2teKAw==","signature_status":"signed_v1","signed_at":"2026-07-05T08:44:57.384939Z","signed_message":"canonical_sha256_bytes"},"source_id":"2407.11223","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:803631eb4fb737c2a1a3d9ffb33e591338ac5faa2f6d9a1c89a906ab5b6236ba","sha256:4b332be9a11ab7d555c6f7b4c0b85703620634ae5bb6e2c8259c268de7bab1f7"],"state_sha256":"63418bd1cec26b71d417003be2e69c9ca34bdb553dcce5513f12b089b982af8c"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"+izA/jJz3zxKC+AzvT6x1rHR+t3uL6J+VsLMN86glfxBqnABXGEndNtWEKnmKEufwhb+BexXw76Oya5KoFBqCg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-07-19T22:45:53.299267Z","bundle_sha256":"fff2d1e09108a27d2bef9d9cfbb5c25c5015bd9371e497c756ccc61018a63b33"}}