{"as_of":"2026-08-08T07:44:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:818fa54536e8381d68f36b912a925b3c039204d7ac4e9dc1ad35c8a5ee85aa51","coverage":[{"denominator":27,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":27,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-07T11:50:36.844927Z","state":"measured"},{"denominator":28,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":28,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-08T06:32:00.761636+00:00","state":"measured"},{"denominator":1,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":1,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-07T11:50:35.066993Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"pith","source_observed_at":"2026-08-07T11:50:37.052182Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2506.01445","last_updated":"2025-06-02T09:01:46Z","snapshot_observed_at":"2026-08-07T11:40:25.123960Z","submitted_at":"2025-06-02T09:01:46Z","title":"A Novel Context-Adaptive Fusion of Shadow and Highlight Regions for Efficient Sonar Image Classification","version":1},"cited_work":{"arxiv_id":"2506.01445","doi":null,"metadata_source":"pith","pith_arxiv_id":"2506.01445","snapshot_observed_at":"2026-08-07T11:50:37.052182Z","title":"A Novel Context-Adaptive Fusion of Shadow and Highlight Regions for Efficient Sonar Image Classification","venue":"cs.CV","work_id":"121ddf58-a7b9-4e0d-a1bd-481a8f77b87e","year":2025},"citing_paper":{"arxiv_id":"2506.01445","last_updated":"2025-06-02T09:01:46Z","snapshot_observed_at":"2026-08-07T11:40:25.123960Z","submitted_at":"2025-06-02T09:01:46Z","title":"A Novel Context-Adaptive Fusion of Shadow and Highlight Regions for Efficient Sonar Image Classification","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-07T11:50:35.066993Z"},"links":{"cited_paper":"/paper/2506.01445","citing_paper":"/paper/2506.01445"},"observation_digest":"sha256:cde0cc292a489401788ceabde16822d46a70e63d359a7bfb81e2c13259b0b94c","observation_id":"69a1ba65-cfbc-4daa-8b9d-2911d8bce0ae","resolution":{"observed_at":"2026-08-07T11:50:37.093537Z","resolver_source":"local_arxiv","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}}],"links":{"evidence":"/evidence","html":"/paper/2506.01445/citation-record","integrity":"/paper/2506.01445/integrity","json":"/paper/2506.01445/citation-record.json","paper":"/paper/2506.01445"},"outbound":[{"citation":{"cited_paper":{"arxiv_id":"2506.01445","last_updated":"2025-06-02T09:01:46Z","snapshot_observed_at":"2026-08-07T11:40:25.123960Z","submitted_at":"2025-06-02T09:01:46Z","title":"A Novel Context-Adaptive Fusion of Shadow and Highlight Regions for Efficient Sonar Image Classification","version":1},"cited_work":{"arxiv_id":"2506.01445","doi":null,"metadata_source":"pith","pith_arxiv_id":"2506.01445","snapshot_observed_at":"2026-08-07T11:50:37.052182Z","title":"A Novel Context-Adaptive Fusion of Shadow and Highlight Regions for Efficient Sonar Image Classification","venue":"cs.CV","work_id":"121ddf58-a7b9-4e0d-a1bd-481a8f77b87e","year":2025},"citing_paper":{"arxiv_id":"2506.01445","last_updated":"2025-06-02T09:01:46Z","snapshot_observed_at":"2026-08-07T11:40:25.123960Z","submitted_at":"2025-06-02T09:01:46Z","title":"A Novel Context-Adaptive Fusion of Shadow and Highlight Regions for Efficient Sonar Image Classification","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-07T11:50:35.066993Z"},"links":{"cited_paper":"/paper/2506.01445","citing_paper":"/paper/2506.01445"},"observation_digest":"sha256:cde0cc292a489401788ceabde16822d46a70e63d359a7bfb81e2c13259b0b94c","observation_id":"69a1ba65-cfbc-4daa-8b9d-2911d8bce0ae","resolution":{"observed_at":"2026-08-07T11:50:37.093537Z","resolver_source":"local_arxiv","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:50:39.361052Z","title":"Random Forest and Linear Regression have been used to distinguish rocks from mines [4]","venue":null,"work_id":"1cb87de9-c9bf-4904-b357-7f178b7b2849","year":null},"citing_paper":{"arxiv_id":"2506.01445","last_updated":"2025-06-02T09:01:46Z","snapshot_observed_at":"2026-08-07T11:40:25.123960Z","submitted_at":"2025-06-02T09:01:46Z","title":"A Novel Context-Adaptive Fusion of Shadow and Highlight Regions for Efficient Sonar Image Classification","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-07T11:50:35.537132Z"},"links":{"citing_paper":"/paper/2506.01445"},"observation_digest":"sha256:096e809b601ed5f4f88bc6efb96290ff263a64a6c340c77b15e9c1b0a2de47eb","observation_id":"601f26c5-7f10-46de-a7a9-5423a843c0b6","resolution":{"observed_at":"2026-08-07T11:50:39.473553Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:50:39.062637Z","title":"These components form the foundation of our framework for enhancing sonar image analysis","venue":null,"work_id":"1e0ff2cf-bb0f-4561-835e-88c0af1393ea","year":null},"citing_paper":{"arxiv_id":"2506.01445","last_updated":"2025-06-02T09:01:46Z","snapshot_observed_at":"2026-08-07T11:40:25.123960Z","submitted_at":"2025-06-02T09:01:46Z","title":"A Novel Context-Adaptive Fusion of Shadow and Highlight Regions for Efficient Sonar Image Classification","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-07T11:50:35.626826Z"},"links":{"citing_paper":"/paper/2506.01445"},"observation_digest":"sha256:1408b2ae07543f43560e4b26c0f21e8cfe1e857ffa55be93bbbdaf8ab5a609eb","observation_id":"907374fd-13eb-44bf-809d-b05401831831","resolution":{"observed_at":"2026-08-07T11:50:39.221166Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:50:38.945060Z","title":"Plane” has a dominant alpha (Shadow + Highlight) weight (0.899) over beta (Shadow) (0.101), indicating reliance on combined features. Con- versely, Fig. 4(b) shows a “Ship","venue":null,"work_id":"246c4495-2032-4e11-93c6-b18696d3a89a","year":null},"citing_paper":{"arxiv_id":"2506.01445","last_updated":"2025-06-02T09:01:46Z","snapshot_observed_at":"2026-08-07T11:40:25.123960Z","submitted_at":"2025-06-02T09:01:46Z","title":"A Novel Context-Adaptive Fusion of Shadow and Highlight Regions for Efficient Sonar Image Classification","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-07T11:50:35.681047Z"},"links":{"citing_paper":"/paper/2506.01445"},"observation_digest":"sha256:78c4922bd731fcbcc143c05220931a5bb27a2ad904c76924b3512e1bc9d2632f","observation_id":"94e45b68-3e98-47aa-9d16-0d7d69609996","resolution":{"observed_at":"2026-08-07T11:50:38.996852Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:50:38.897016Z","title":null,"venue":null,"work_id":"1f66c4d6-abc5-49b8-b87c-796a08970852","year":null},"citing_paper":{"arxiv_id":"2506.01445","last_updated":"2025-06-02T09:01:46Z","snapshot_observed_at":"2026-08-07T11:40:25.123960Z","submitted_at":"2025-06-02T09:01:46Z","title":"A Novel Context-Adaptive Fusion of Shadow and Highlight Regions for Efficient Sonar Image Classification","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-07T11:50:35.724324Z"},"links":{"citing_paper":"/paper/2506.01445"},"observation_digest":"sha256:9b83b93548143ea531c591e8c86b07ccf0914de525279d864b0eec0716779afa","observation_id":"77e94537-4e70-43c6-abaf-970611a0094b","resolution":{"observed_at":"2026-08-07T11:50:38.924285Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:50:38.807449Z","title":null,"venue":null,"work_id":"c6904db7-74bb-4574-8dea-16032bf7d65b","year":2010},"citing_paper":{"arxiv_id":"2506.01445","last_updated":"2025-06-02T09:01:46Z","snapshot_observed_at":"2026-08-07T11:40:25.123960Z","submitted_at":"2025-06-02T09:01:46Z","title":"A Novel Context-Adaptive Fusion of Shadow and Highlight Regions for Efficient Sonar Image Classification","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-07T11:50:35.785989Z"},"links":{"citing_paper":"/paper/2506.01445"},"observation_digest":"sha256:b1979c04f93a890cbfc0bdbeb1093ac1680b0616342633259fb293c679a59106","observation_id":"23b1e315-ab9a-4db0-ab66-2f2b3e92ed25","resolution":{"observed_at":"2026-08-07T11:50:38.854825Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:50:38.707889Z","title":"Robust image denoising for sonar imagery,","venue":null,"work_id":"20d54a67-e3d2-4c3e-b1e3-b6d55c937edb","year":2018},"citing_paper":{"arxiv_id":"2506.01445","last_updated":"2025-06-02T09:01:46Z","snapshot_observed_at":"2026-08-07T11:40:25.123960Z","submitted_at":"2025-06-02T09:01:46Z","title":"A Novel Context-Adaptive Fusion of Shadow and Highlight Regions for Efficient Sonar Image Classification","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-07T11:50:35.830673Z"},"links":{"citing_paper":"/paper/2506.01445"},"observation_digest":"sha256:7c1e7dd3aadf1cf265e492c054b802e4d00d4143173131e27cbb5b925cfdaab0","observation_id":"736d1f04-c193-4d5f-8701-c9557e7a8a85","resolution":{"observed_at":"2026-08-07T11:50:38.743157Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:50:38.643729Z","title":"S3simulator: A benchmarking side scan sonar simulator dataset for un- derwater image analysis,","venue":null,"work_id":"23dd74f5-e1b2-40d7-9db2-ed8602be7512","year":2025},"citing_paper":{"arxiv_id":"2506.01445","last_updated":"2025-06-02T09:01:46Z","snapshot_observed_at":"2026-08-07T11:40:25.123960Z","submitted_at":"2025-06-02T09:01:46Z","title":"A Novel Context-Adaptive Fusion of Shadow and Highlight Regions for Efficient Sonar Image Classification","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-07T11:50:35.876190Z"},"links":{"citing_paper":"/paper/2506.01445"},"observation_digest":"sha256:c55058002c927503cecd4dbaf64e8a27e3983ca5d1dedaad0dd763a4154b5f82","observation_id":"e9422a9a-0bc7-47cc-b4bf-2ace4fa08ba0","resolution":{"observed_at":"2026-08-07T11:50:38.676579Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:50:38.560807Z","title":"Machine learning approaches for underwater object classification using sonar data,","venue":null,"work_id":"119afac6-a848-49d0-9a1c-7ca24eaf3987","year":2024},"citing_paper":{"arxiv_id":"2506.01445","last_updated":"2025-06-02T09:01:46Z","snapshot_observed_at":"2026-08-07T11:40:25.123960Z","submitted_at":"2025-06-02T09:01:46Z","title":"A Novel Context-Adaptive Fusion of Shadow and Highlight Regions for Efficient Sonar Image Classification","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-07T11:50:35.947945Z"},"links":{"citing_paper":"/paper/2506.01445"},"observation_digest":"sha256:35ecc0c67c67a077b5db5363de5ef96e574ff7503ee0695e500e0d66942f36d7","observation_id":"7b125fb1-eb68-44f6-9f24-c68d5fc067dd","resolution":{"observed_at":"2026-08-07T11:50:38.595970Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:50:38.471318Z","title":"Side scan sonar image augmentation for sediment classification using deep learning based trans- fer learning approach,","venue":null,"work_id":"7b285a8e-0f8b-4ac8-97b0-16b120cda3ef","year":2023},"citing_paper":{"arxiv_id":"2506.01445","last_updated":"2025-06-02T09:01:46Z","snapshot_observed_at":"2026-08-07T11:40:25.123960Z","submitted_at":"2025-06-02T09:01:46Z","title":"A Novel Context-Adaptive Fusion of Shadow and Highlight Regions for Efficient Sonar Image Classification","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-07T11:50:36.002750Z"},"links":{"citing_paper":"/paper/2506.01445"},"observation_digest":"sha256:deb8e9d7a87f0a67e489fedbbaee7d062c357a6347e27b366f00008e75f7983d","observation_id":"f5594c3c-e4f6-4f0b-8d2d-d67d2bef6a86","resolution":{"observed_at":"2026-08-07T11:50:38.512493Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:50:38.387850Z","title":"Self-supervised learning for sonar image classification,","venue":null,"work_id":"86a32408-2328-40f0-aa8d-0caf046a101c","year":2022},"citing_paper":{"arxiv_id":"2506.01445","last_updated":"2025-06-02T09:01:46Z","snapshot_observed_at":"2026-08-07T11:40:25.123960Z","submitted_at":"2025-06-02T09:01:46Z","title":"A Novel Context-Adaptive Fusion of Shadow and Highlight Regions for Efficient Sonar Image Classification","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-07T11:50:36.048250Z"},"links":{"citing_paper":"/paper/2506.01445"},"observation_digest":"sha256:345ae1112d64359e9e77e848ec3d0e3702f4ffeab6ecc1151d697f6a3804cc38","observation_id":"36615194-5227-4773-b325-3f9d6f79a0b7","resolution":{"observed_at":"2026-08-07T11:50:38.430978Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:50:38.298702Z","title":"An unsupervised method for detecting and segmenting shadow areas of sunken targets in sonar im- ages,","venue":null,"work_id":"f75807c5-4ee3-4c2c-ac23-c530b0b5ac93","year":2025},"citing_paper":{"arxiv_id":"2506.01445","last_updated":"2025-06-02T09:01:46Z","snapshot_observed_at":"2026-08-07T11:40:25.123960Z","submitted_at":"2025-06-02T09:01:46Z","title":"A Novel Context-Adaptive Fusion of Shadow and Highlight Regions for Efficient Sonar Image Classification","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-07T11:50:36.123999Z"},"links":{"citing_paper":"/paper/2506.01445"},"observation_digest":"sha256:6b6514a6a461a3bbdbaf3a1b90e1385d61856d5c2885231705e5c38673df875f","observation_id":"c0a490f3-9edb-4a21-8652-915653e8c25e","resolution":{"observed_at":"2026-08-07T11:50:38.328656Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:50:38.214757Z","title":"Seabed objects-klsg: A side-scan sonar dataset for underwater object detection,","venue":null,"work_id":"cce52771-094a-448e-8699-8747d220466c","year":2020},"citing_paper":{"arxiv_id":"2506.01445","last_updated":"2025-06-02T09:01:46Z","snapshot_observed_at":"2026-08-07T11:40:25.123960Z","submitted_at":"2025-06-02T09:01:46Z","title":"A Novel Context-Adaptive Fusion of Shadow and Highlight Regions for Efficient Sonar Image Classification","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-07T11:50:36.178229Z"},"links":{"citing_paper":"/paper/2506.01445"},"observation_digest":"sha256:b1b1c6d2eaba7c8c997525ea955c1e5bd0a3780a35397973b5cb726c72e2d581","observation_id":"258e72fe-1ece-4dbd-b6e2-babe7c33b195","resolution":{"observed_at":"2026-08-07T11:50:38.260839Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:50:38.134900Z","title":"Ai4shipwrecks: A high- resolution side-scan sonar dataset for marine archaeol- ogy,","venue":null,"work_id":"29a7b819-6fbc-42c0-ba34-4299cb0325de","year":2021},"citing_paper":{"arxiv_id":"2506.01445","last_updated":"2025-06-02T09:01:46Z","snapshot_observed_at":"2026-08-07T11:40:25.123960Z","submitted_at":"2025-06-02T09:01:46Z","title":"A Novel Context-Adaptive Fusion of Shadow and Highlight Regions for Efficient Sonar Image Classification","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-07T11:50:36.235241Z"},"links":{"citing_paper":"/paper/2506.01445"},"observation_digest":"sha256:29d6cefd17df0ff86adfc087d5633d59d2c889184265fe447d086ae3f19e2f38","observation_id":"11e2614a-62d7-42f7-9863-ab5a8bb9de6c","resolution":{"observed_at":"2026-08-07T11:50:38.172599Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:50:38.035608Z","title":"Sonar common target detection dataset: Applications in underwater exploration,","venue":null,"work_id":"b2bc45dd-df83-4bbf-8a72-2d550e32479a","year":2020},"citing_paper":{"arxiv_id":"2506.01445","last_updated":"2025-06-02T09:01:46Z","snapshot_observed_at":"2026-08-07T11:40:25.123960Z","submitted_at":"2025-06-02T09:01:46Z","title":"A Novel Context-Adaptive Fusion of Shadow and Highlight Regions for Efficient Sonar Image Classification","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-07T11:50:36.293687Z"},"links":{"citing_paper":"/paper/2506.01445"},"observation_digest":"sha256:6aaf96eadea6505228b966120332543f5d08864e391c9b33cca3f36b72303be8","observation_id":"e8299f20-a3ad-463a-a730-473c19fd9a6b","resolution":{"observed_at":"2026-08-07T11:50:38.074093Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:50:37.944109Z","title":"Synthetic sonar dataset generation using unreal engine for seabed exploration,","venue":null,"work_id":"3fc852a1-a7fc-4b62-8023-a472aacd6489","year":2019},"citing_paper":{"arxiv_id":"2506.01445","last_updated":"2025-06-02T09:01:46Z","snapshot_observed_at":"2026-08-07T11:40:25.123960Z","submitted_at":"2025-06-02T09:01:46Z","title":"A Novel Context-Adaptive Fusion of Shadow and Highlight Regions for Efficient Sonar Image Classification","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-07T11:50:36.339263Z"},"links":{"citing_paper":"/paper/2506.01445"},"observation_digest":"sha256:84780f62aa61ebe08301ff80fe97e1ea77e0b9b515045af11685faaca1d047a3","observation_id":"b9458dac-e690-4cc9-81ca-8e8bcd855735","resolution":{"observed_at":"2026-08-07T11:50:37.979237Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:50:37.850606Z","title":"Ray tracing and gan-based syn- thetic sonar image generation,","venue":null,"work_id":"8bacfb42-b317-435a-938f-76af6cf514a4","year":2021},"citing_paper":{"arxiv_id":"2506.01445","last_updated":"2025-06-02T09:01:46Z","snapshot_observed_at":"2026-08-07T11:40:25.123960Z","submitted_at":"2025-06-02T09:01:46Z","title":"A Novel Context-Adaptive Fusion of Shadow and Highlight Regions for Efficient Sonar Image Classification","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-07T11:50:36.385698Z"},"links":{"citing_paper":"/paper/2506.01445"},"observation_digest":"sha256:39d07605f525deb88c34c4dc768818b2a287ab17cee7dfd9532b4631e0015251","observation_id":"fe8532ed-43af-4e0a-9e17-ffdc3998217b","resolution":{"observed_at":"2026-08-07T11:50:37.893980Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:50:37.791884Z","title":"Cycle gan for realistic forward-looking sonar dataset generation,","venue":null,"work_id":"027bec0a-f999-47fd-bd9d-f614ad093aed","year":2021},"citing_paper":{"arxiv_id":"2506.01445","last_updated":"2025-06-02T09:01:46Z","snapshot_observed_at":"2026-08-07T11:40:25.123960Z","submitted_at":"2025-06-02T09:01:46Z","title":"A Novel Context-Adaptive Fusion of Shadow and Highlight Regions for Efficient Sonar Image Classification","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-07T11:50:36.417689Z"},"links":{"citing_paper":"/paper/2506.01445"},"observation_digest":"sha256:421867ecc32b835bdb924955c7700fc43ee76bbb703dbed78d787f5551f3a6c1","observation_id":"85c112f8-36d9-428c-9364-514393b3a75e","resolution":{"observed_at":"2026-08-07T11:50:37.813907Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:50:37.686129Z","title":"Side-scan sonar image synthesis using diffusion models,","venue":null,"work_id":"bcbbc1cd-eaec-4d98-a0ed-603018798632","year":2022},"citing_paper":{"arxiv_id":"2506.01445","last_updated":"2025-06-02T09:01:46Z","snapshot_observed_at":"2026-08-07T11:40:25.123960Z","submitted_at":"2025-06-02T09:01:46Z","title":"A Novel Context-Adaptive Fusion of Shadow and Highlight Regions for Efficient Sonar Image Classification","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-07T11:50:36.462576Z"},"links":{"citing_paper":"/paper/2506.01445"},"observation_digest":"sha256:a8f4ddbbd5a40e2a668a952fddc6cbdc87d38c2494682d03a2d1985de0a97674","observation_id":"6268a3f4-d877-41be-99fa-ea7ff24657a1","resolution":{"observed_at":"2026-08-07T11:50:37.732860Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2310.20101","last_updated":"2023-11-07T20:41:59Z","snapshot_observed_at":"2026-08-05T12:08:50.206904Z","submitted_at":"2023-10-31T00:37:03Z","title":"Medical Image Denosing via Explainable AI Feature Preserving Loss","version":2},"cited_work":{"arxiv_id":"2310.20101","doi":null,"metadata_source":"pith","pith_arxiv_id":"2310.20101","snapshot_observed_at":"2026-08-07T11:50:36.942179Z","title":"Medical Image Denosing via Explainable AI Feature Preserving Loss","venue":"eess.IV","work_id":"9f9459ef-a4af-4619-8bee-b613d9438120","year":2023},"citing_paper":{"arxiv_id":"2506.01445","last_updated":"2025-06-02T09:01:46Z","snapshot_observed_at":"2026-08-07T11:40:25.123960Z","submitted_at":"2025-06-02T09:01:46Z","title":"A Novel Context-Adaptive Fusion of Shadow and Highlight Regions for Efficient Sonar Image Classification","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-07T11:50:36.515442Z"},"links":{"cited_paper":"/paper/2310.20101","citing_paper":"/paper/2506.01445"},"observation_digest":"sha256:14718016cc5f98fba87da8c332a3806b098d201a1d06d3113092920adb373fba","observation_id":"82150d34-3087-45f4-ae73-f992be725839","resolution":{"observed_at":"2026-08-07T11:50:36.985695Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:50:37.602431Z","title":"Per- ceptual losses for real-time style transfer and super- resolution,","venue":null,"work_id":"4d4499dd-3bca-404a-86a9-856a1954f239","year":2016},"citing_paper":{"arxiv_id":"2506.01445","last_updated":"2025-06-02T09:01:46Z","snapshot_observed_at":"2026-08-07T11:40:25.123960Z","submitted_at":"2025-06-02T09:01:46Z","title":"A Novel Context-Adaptive Fusion of Shadow and Highlight Regions for Efficient Sonar Image Classification","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-07T11:50:36.564736Z"},"links":{"citing_paper":"/paper/2506.01445"},"observation_digest":"sha256:0935db6bdfa870cac4b46b0b282f29ebec1b72033490687e7fe86bd1c537f42a","observation_id":"411ef80c-34f2-4f1c-b5f8-8aa87dffda83","resolution":{"observed_at":"2026-08-07T11:50:37.649272Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:50:36.619499Z","title":"Grad-cam: Visual explanations from deep net- works via gradient-based localization,","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2506.01445","last_updated":"2025-06-02T09:01:46Z","snapshot_observed_at":"2026-08-07T11:40:25.123960Z","submitted_at":"2025-06-02T09:01:46Z","title":"A Novel Context-Adaptive Fusion of Shadow and Highlight Regions for Efficient Sonar Image Classification","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-07T11:50:36.619499Z"},"links":{"citing_paper":"/paper/2506.01445"},"observation_digest":"sha256:0e67822ee401dc0676b571e1059c720ea587d66cd313f17c99085c1fbb8ec2e1","observation_id":"cb39750e-b510-4f05-97dc-981671996f02","resolution":{"observed_at":"2026-08-07T11:50:36.619499Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:50:37.498647Z","title":"Fusion 360,","venue":null,"work_id":"3e8f2b82-ebd2-452b-89c1-2616f81421a5","year":2025},"citing_paper":{"arxiv_id":"2506.01445","last_updated":"2025-06-02T09:01:46Z","snapshot_observed_at":"2026-08-07T11:40:25.123960Z","submitted_at":"2025-06-02T09:01:46Z","title":"A Novel Context-Adaptive Fusion of Shadow and Highlight Regions for Efficient Sonar Image Classification","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-07T11:50:36.663370Z"},"links":{"citing_paper":"/paper/2506.01445"},"observation_digest":"sha256:662ceffa826a8d2d679be14a66fa55e8157c3154d7c3f1385b85fcfa962e7525","observation_id":"3ad2214e-58eb-4d53-9d64-f3d3a0b369a1","resolution":{"observed_at":"2026-08-07T11:50:37.539033Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:50:37.395045Z","title":"Gazebo simulator,","venue":null,"work_id":"6b7a9361-3f59-4982-9d5d-465d3e4040ce","year":2025},"citing_paper":{"arxiv_id":"2506.01445","last_updated":"2025-06-02T09:01:46Z","snapshot_observed_at":"2026-08-07T11:40:25.123960Z","submitted_at":"2025-06-02T09:01:46Z","title":"A Novel Context-Adaptive Fusion of Shadow and Highlight Regions for Efficient Sonar Image Classification","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-07T11:50:36.700250Z"},"links":{"citing_paper":"/paper/2506.01445"},"observation_digest":"sha256:f6c8ab05736e2b72ceb681857a40e411679d8029266c978478bb0fc0793d9737","observation_id":"0a155a3f-743c-4968-b741-2943293f0ae0","resolution":{"observed_at":"2026-08-07T11:50:37.442966Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:50:37.316599Z","title":"A tdoa sequence estimation method of underwater sound source based on hidden markov model,","venue":null,"work_id":"434c36b7-028b-4fd5-87e2-bbe77f112716","year":2025},"citing_paper":{"arxiv_id":"2506.01445","last_updated":"2025-06-02T09:01:46Z","snapshot_observed_at":"2026-08-07T11:40:25.123960Z","submitted_at":"2025-06-02T09:01:46Z","title":"A Novel Context-Adaptive Fusion of Shadow and Highlight Regions for Efficient Sonar Image Classification","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-07T11:50:36.751280Z"},"links":{"citing_paper":"/paper/2506.01445"},"observation_digest":"sha256:6d5ebd281e8a495f21dd1b7cc85b3c3c27c76ad1ffc9575caeb8d531cac69374","observation_id":"41b9d2cc-4a0f-405f-bbd0-513d2bc8d8d6","resolution":{"observed_at":"2026-08-07T11:50:37.355105Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:50:37.241760Z","title":"Backscatter responses and res- olution considerations in archaeological side-scan sonar surveys: a control experiment,","venue":null,"work_id":"e72f6224-83df-407f-af4b-de62185da682","year":2005},"citing_paper":{"arxiv_id":"2506.01445","last_updated":"2025-06-02T09:01:46Z","snapshot_observed_at":"2026-08-07T11:40:25.123960Z","submitted_at":"2025-06-02T09:01:46Z","title":"A Novel Context-Adaptive Fusion of Shadow and Highlight Regions for Efficient Sonar Image Classification","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-07T11:50:36.799655Z"},"links":{"citing_paper":"/paper/2506.01445"},"observation_digest":"sha256:1669dce7aed05f87fb79902b0e9cad8b816645e16753a7030d3c481201daa0a0","observation_id":"40b77fde-92ea-4692-86c0-cdbb4c19fb94","resolution":{"observed_at":"2026-08-07T11:50:37.275402Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:50:37.149459Z","title":"Chapter 5 - scattering of sound,","venue":null,"work_id":"6199eb0d-861c-4f27-831c-daf5a703ecb7","year":2017},"citing_paper":{"arxiv_id":"2506.01445","last_updated":"2025-06-02T09:01:46Z","snapshot_observed_at":"2026-08-07T11:40:25.123960Z","submitted_at":"2025-06-02T09:01:46Z","title":"A Novel Context-Adaptive Fusion of Shadow and Highlight Regions for Efficient Sonar Image Classification","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-07T11:50:36.844927Z"},"links":{"citing_paper":"/paper/2506.01445"},"observation_digest":"sha256:72a14877693dabcea18cdc8fb4b77f03aa8ab9325e0fe242971df56638756132","observation_id":"2b08ff63-83a0-4a25-a195-d04807f5709e","resolution":{"observed_at":"2026-08-07T11:50:37.185743Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2506.01445","last_updated":"2025-06-02T09:01:46Z","latest_version":1,"primary_category":"cs.CV","snapshot_observed_at":"2026-08-07T11:40:25.123960Z","submitted_at":"2025-06-02T09:01:46Z","title":"A Novel Context-Adaptive Fusion of Shadow and Highlight Regions for Efficient Sonar Image Classification"},"reference_resolution":{"displayed":27,"state_counts":{"malformed_identifier":0,"metadata_mismatch":1,"parse_uncertain":0,"unresolved":3,"verified_exact":1,"verified_fuzzy":22},"total_outbound_references":27},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"thesis":"As of 8 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 1 inbound Pith citation observation for arXiv:2506.01445."}