{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2023:ZXHUWI27WF47UJTY6OVGBTBOXE","short_pith_number":"pith:ZXHUWI27","schema_version":"1.0","canonical_sha256":"cdcf4b235fb179fa2678f3aa60cc2eb90538b243280a32198b39c1673b6c974b","source":{"kind":"arxiv","id":"2312.03548","version":1},"attestation_state":"computed","paper":{"title":"Texture-Semantic Collaboration Network for ORSI Salient Object Detection","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.CV","authors_text":"Gongyang Li, Zhen Bai, Zhi Liu","submitted_at":"2023-12-06T15:26:38Z","abstract_excerpt":"Salient object detection (SOD) in optical remote sensing images (ORSIs) has become increasingly popular recently. Due to the characteristics of ORSIs, ORSI-SOD is full of challenges, such as multiple objects, small objects, low illuminations, and irregular shapes. To address these challenges, we propose a concise yet effective Texture-Semantic Collaboration Network (TSCNet) to explore the collaboration of texture cues and semantic cues for ORSI-SOD. Specifically, TSCNet is based on the generic encoder-decoder structure. In addition to the encoder and decoder, TSCNet includes a vital Texture-Se"},"verification_status":{"content_addressed":true,"pith_receipt":true,"author_attested":false,"weak_author_claims":0,"strong_author_claims":0,"externally_anchored":false,"storage_verified":false,"citation_signatures":0,"replication_records":0,"graph_snapshot":true,"references_resolved":false,"formal_links_present":false},"canonical_record":{"source":{"id":"2312.03548","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CV","submitted_at":"2023-12-06T15:26:38Z","cross_cats_sorted":[],"title_canon_sha256":"66d654f6fc6e6afda04d388925dd3ad2aa7aa6bae2860a2f85819b7a43c4d34b","abstract_canon_sha256":"b860ba9332fa00be81eaec50c242a91f89086c11e92561f7b4abf5b030d88258"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T07:21:06.053406Z","signature_b64":"hete2Cs00/g+mBn74wrI/Zd9lzd1vsfBpacvNy6zQZY17+K8jYi8doD00iCkuV3aRcBOjqc3uz2RTzmWFb/RAw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"cdcf4b235fb179fa2678f3aa60cc2eb90538b243280a32198b39c1673b6c974b","last_reissued_at":"2026-07-05T07:21:06.053049Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T07:21:06.053049Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Texture-Semantic Collaboration Network for ORSI Salient Object Detection","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.CV","authors_text":"Gongyang Li, Zhen Bai, Zhi Liu","submitted_at":"2023-12-06T15:26:38Z","abstract_excerpt":"Salient object detection (SOD) in optical remote sensing images (ORSIs) has become increasingly popular recently. Due to the characteristics of ORSIs, ORSI-SOD is full of challenges, such as multiple objects, small objects, low illuminations, and irregular shapes. To address these challenges, we propose a concise yet effective Texture-Semantic Collaboration Network (TSCNet) to explore the collaboration of texture cues and semantic cues for ORSI-SOD. Specifically, TSCNet is based on the generic encoder-decoder structure. In addition to the encoder and decoder, TSCNet includes a vital Texture-Se"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2312.03548","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/2312.03548/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"},"aliases":[{"alias_kind":"arxiv","alias_value":"2312.03548","created_at":"2026-07-05T07:21:06.053108+00:00"},{"alias_kind":"arxiv_version","alias_value":"2312.03548v1","created_at":"2026-07-05T07:21:06.053108+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2312.03548","created_at":"2026-07-05T07:21:06.053108+00:00"},{"alias_kind":"pith_short_12","alias_value":"ZXHUWI27WF47","created_at":"2026-07-05T07:21:06.053108+00:00"},{"alias_kind":"pith_short_16","alias_value":"ZXHUWI27WF47UJTY","created_at":"2026-07-05T07:21:06.053108+00:00"},{"alias_kind":"pith_short_8","alias_value":"ZXHUWI27","created_at":"2026-07-05T07:21:06.053108+00:00"}],"events":[],"event_summary":{},"paper_claims":[],"inbound_citations":{"count":0,"internal_anchor_count":0,"sample":[]},"formal_canon":{"evidence_count":0,"sample":[],"anchors":[]},"links":{"html":"https://pith.science/pith/ZXHUWI27WF47UJTY6OVGBTBOXE","json":"https://pith.science/pith/ZXHUWI27WF47UJTY6OVGBTBOXE.json","graph_json":"https://pith.science/api/pith-number/ZXHUWI27WF47UJTY6OVGBTBOXE/graph.json","events_json":"https://pith.science/api/pith-number/ZXHUWI27WF47UJTY6OVGBTBOXE/events.json","paper":"https://pith.science/paper/ZXHUWI27"},"agent_actions":{"view_html":"https://pith.science/pith/ZXHUWI27WF47UJTY6OVGBTBOXE","download_json":"https://pith.science/pith/ZXHUWI27WF47UJTY6OVGBTBOXE.json","view_paper":"https://pith.science/paper/ZXHUWI27","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2312.03548&json=true","fetch_graph":"https://pith.science/api/pith-number/ZXHUWI27WF47UJTY6OVGBTBOXE/graph.json","fetch_events":"https://pith.science/api/pith-number/ZXHUWI27WF47UJTY6OVGBTBOXE/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/ZXHUWI27WF47UJTY6OVGBTBOXE/action/timestamp_anchor","attest_storage":"https://pith.science/pith/ZXHUWI27WF47UJTY6OVGBTBOXE/action/storage_attestation","attest_author":"https://pith.science/pith/ZXHUWI27WF47UJTY6OVGBTBOXE/action/author_attestation","sign_citation":"https://pith.science/pith/ZXHUWI27WF47UJTY6OVGBTBOXE/action/citation_signature","submit_replication":"https://pith.science/pith/ZXHUWI27WF47UJTY6OVGBTBOXE/action/replication_record"}},"created_at":"2026-07-05T07:21:06.053108+00:00","updated_at":"2026-07-05T07:21:06.053108+00:00"}