{"as_of":"2026-08-20T16:37:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:f6631a25054c6b681b12c8978d9d50b4ca8d0e529f47185611f4c7a83eb6262a","coverage":[{"denominator":43,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":43,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-11T05:02:37.126748Z","state":"measured"},{"denominator":43,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":43,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-20T06:33:59.587034+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/2412.18160/citation-record","integrity":"/paper/2412.18160/integrity","json":"/paper/2412.18160/citation-record.json","paper":"/paper/2412.18160"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T05:02:38.032371Z","title":"Full-reference image quality expression via genetic programming","venue":null,"work_id":"19784770-ebfe-40a6-af08-b82c4e7034ab","year":2023},"citing_paper":{"arxiv_id":"2412.18160","last_updated":"2024-12-24T04:36:35Z","snapshot_observed_at":"2026-08-14T14:13:10.834173Z","submitted_at":"2024-12-24T04:36:35Z","title":"Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-11T05:02:36.884956Z"},"links":{"citing_paper":"/paper/2412.18160"},"observation_digest":"sha256:d29138f3cc0d1f3172cba1d4b4f84a02014596fd4e598f5809376fc87534542e","observation_id":"41b2b043-8c73-4c21-87de-2e32199d7870","resolution":{"observed_at":"2026-08-11T05:02:38.037600Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-11T05:02:38.011513Z","title":"Deep neural net- works for no-reference and full-reference image quality as- sessment","venue":null,"work_id":"ca9d0f46-4671-443a-a275-4b024a62e36c","year":2017},"citing_paper":{"arxiv_id":"2412.18160","last_updated":"2024-12-24T04:36:35Z","snapshot_observed_at":"2026-08-14T14:13:10.834173Z","submitted_at":"2024-12-24T04:36:35Z","title":"Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-11T05:02:36.891045Z"},"links":{"citing_paper":"/paper/2412.18160"},"observation_digest":"sha256:e63cd84112c84a5889bff9623d3559df69365d1e36947218824fde3ed819cea9","observation_id":"fc221444-1d81-443a-a162-d68f93318756","resolution":{"observed_at":"2026-08-11T05:02:38.018395Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-11T05:02:37.981792Z","title":"Incorporating semi-supervised and positive- unlabeled learning for boosting full reference image quality assessment","venue":null,"work_id":"097c9249-50ee-4ee8-93ef-c48d3c1c0da7","year":2022},"citing_paper":{"arxiv_id":"2412.18160","last_updated":"2024-12-24T04:36:35Z","snapshot_observed_at":"2026-08-14T14:13:10.834173Z","submitted_at":"2024-12-24T04:36:35Z","title":"Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-11T05:02:36.896071Z"},"links":{"citing_paper":"/paper/2412.18160"},"observation_digest":"sha256:b32a2930c64a6db9ef6ef404a9360a9efbd83731774836cb4db7aee8b0bd16a6","observation_id":"5260c689-810b-4695-a055-d87abe729a0f","resolution":{"observed_at":"2026-08-11T05:02:37.989294Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-11T05:02:37.960962Z","title":"Topiq: A top-down approach from semantics to distortions for image quality assessment","venue":null,"work_id":"aa377e9d-78c0-4861-a56c-8d1204525e71","year":null},"citing_paper":{"arxiv_id":"2412.18160","last_updated":"2024-12-24T04:36:35Z","snapshot_observed_at":"2026-08-14T14:13:10.834173Z","submitted_at":"2024-12-24T04:36:35Z","title":"Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-11T05:02:36.902014Z"},"links":{"citing_paper":"/paper/2412.18160"},"observation_digest":"sha256:4fe533d777dc951b2f9647c8ac1642559a722b2d06afdeae88aabe4be771af81","observation_id":"3aeeecc1-3535-4395-a2b9-66857a6a252d","resolution":{"observed_at":"2026-08-11T05:02:37.968685Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-11T05:02:37.936912Z","title":"Perceptual image quality assessment with trans- formers","venue":null,"work_id":"f6aa9a8c-7740-463f-886d-b51d1527b440","year":null},"citing_paper":{"arxiv_id":"2412.18160","last_updated":"2024-12-24T04:36:35Z","snapshot_observed_at":"2026-08-14T14:13:10.834173Z","submitted_at":"2024-12-24T04:36:35Z","title":"Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-11T05:02:36.911427Z"},"links":{"citing_paper":"/paper/2412.18160"},"observation_digest":"sha256:811c6491b26fb6100caf670195763dc7b7dfa3e3a852590aab293fcd1280035c","observation_id":"a57a85fe-c7cb-4265-be35-2b9b820aaf5c","resolution":{"observed_at":"2026-08-11T05:02:37.943007Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-11T05:02:37.911333Z","title":"Pearson correlation coefficient","venue":null,"work_id":"ba181f3b-3c20-42a6-9447-1f0ae4f57972","year":2009},"citing_paper":{"arxiv_id":"2412.18160","last_updated":"2024-12-24T04:36:35Z","snapshot_observed_at":"2026-08-14T14:13:10.834173Z","submitted_at":"2024-12-24T04:36:35Z","title":"Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-11T05:02:36.916314Z"},"links":{"citing_paper":"/paper/2412.18160"},"observation_digest":"sha256:434112c35c616f8e2814c99fb37b6ddfd8bcf20d97cca2c4478a1b0b43d1e4ad","observation_id":"f5b03b7a-022c-4fd2-992b-134629628a4b","resolution":{"observed_at":"2026-08-11T05:02:37.918118Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-11T05:02:37.887169Z","title":"Projected distribution loss for image enhancement","venue":null,"work_id":"26897bab-060e-4c1e-8da7-0e6d2b2c80af","year":2021},"citing_paper":{"arxiv_id":"2412.18160","last_updated":"2024-12-24T04:36:35Z","snapshot_observed_at":"2026-08-14T14:13:10.834173Z","submitted_at":"2024-12-24T04:36:35Z","title":"Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-11T05:02:36.920940Z"},"links":{"citing_paper":"/paper/2412.18160"},"observation_digest":"sha256:8274de06e9dde1553ed2969df5f2b31b3d51458f8661226657079e20496b1b12","observation_id":"44c11a4e-819a-4432-80b2-c769e1074786","resolution":{"observed_at":"2026-08-11T05:02:37.893266Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-11T05:02:37.858696Z","title":"Image quality assessment: Unifying structure and texture similarity","venue":null,"work_id":"36d88260-c374-4d01-a657-123449e96187","year":2020},"citing_paper":{"arxiv_id":"2412.18160","last_updated":"2024-12-24T04:36:35Z","snapshot_observed_at":"2026-08-14T14:13:10.834173Z","submitted_at":"2024-12-24T04:36:35Z","title":"Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-11T05:02:36.926326Z"},"links":{"citing_paper":"/paper/2412.18160"},"observation_digest":"sha256:b3d0478e23bac3c5790f474e6b923cbd73452f004c36d4cdeab681618132c392","observation_id":"84188d24-d4a4-4491-926d-0d26b08713e2","resolution":{"observed_at":"2026-08-11T05:02:37.872830Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-11T05:02:37.829853Z","title":"Locally adaptive structure and texture similarity for image quality assessment","venue":null,"work_id":"934b0364-fe4f-45f6-ac01-e0cf62d580e5","year":2021},"citing_paper":{"arxiv_id":"2412.18160","last_updated":"2024-12-24T04:36:35Z","snapshot_observed_at":"2026-08-14T14:13:10.834173Z","submitted_at":"2024-12-24T04:36:35Z","title":"Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-11T05:02:36.932244Z"},"links":{"citing_paper":"/paper/2412.18160"},"observation_digest":"sha256:22a0c7e44115aeeb12f950c4c2b7cbab1ea1c132f6daaf4415ae21e727fc8f09","observation_id":"8e47cb81-f7b5-4035-ab01-6e8a796be6db","resolution":{"observed_at":"2026-08-11T05:02:37.836525Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-11T05:02:37.809513Z","title":"Comparison of full-reference image quality models for opti- mization of image processing systems.International Journal of Computer Vision, 129(4):1258–1281, 2021","venue":null,"work_id":"074794b5-c087-4d2f-a7f5-ec54aae4d299","year":2021},"citing_paper":{"arxiv_id":"2412.18160","last_updated":"2024-12-24T04:36:35Z","snapshot_observed_at":"2026-08-14T14:13:10.834173Z","submitted_at":"2024-12-24T04:36:35Z","title":"Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-11T05:02:36.937150Z"},"links":{"citing_paper":"/paper/2412.18160"},"observation_digest":"sha256:7464c924d4fce06b4310280879a3d7005d79e47e3371c52a961398be1441d0c8","observation_id":"81199873-963e-4788-b53a-c021ec462d24","resolution":{"observed_at":"2026-08-11T05:02:37.815315Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-11T05:02:37.790288Z","title":"Egb: Image quality assessment based on ensemble of gradient boosting","venue":null,"work_id":"c74cb389-b032-4cd5-9730-2abcefde39dc","year":2021},"citing_paper":{"arxiv_id":"2412.18160","last_updated":"2024-12-24T04:36:35Z","snapshot_observed_at":"2026-08-14T14:13:10.834173Z","submitted_at":"2024-12-24T04:36:35Z","title":"Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-11T05:02:36.944132Z"},"links":{"citing_paper":"/paper/2412.18160"},"observation_digest":"sha256:b1ed3ec0d643df5f351783ae286d3a3e97bc2aa2efe9977e5e6614b34d27d72d","observation_id":"563473c5-81a9-4272-80c0-30c885fdc07f","resolution":{"observed_at":"2026-08-11T05:02:37.796675Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-11T05:02:36.949818Z","title":"Deep residual learning for image recognition","venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2412.18160","last_updated":"2024-12-24T04:36:35Z","snapshot_observed_at":"2026-08-14T14:13:10.834173Z","submitted_at":"2024-12-24T04:36:35Z","title":"Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-11T05:02:36.949818Z"},"links":{"citing_paper":"/paper/2412.18160"},"observation_digest":"sha256:e5be9753fa44669295c71020fef25656885abf3d804910160fe4e1d07d7fe243","observation_id":"d1c02a5e-8199-4987-ac3e-9f3ddeb0085c","resolution":{"observed_at":"2026-08-11T05:02:36.949818Z","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":"2026-08-11T05:02:37.747746Z","title":"Brain-inspired image perceptual quality assessment based on eeg: A qoe perspective","venue":null,"work_id":"99f24a30-3f1d-43fa-8303-b1747c188ac3","year":2024},"citing_paper":{"arxiv_id":"2412.18160","last_updated":"2024-12-24T04:36:35Z","snapshot_observed_at":"2026-08-14T14:13:10.834173Z","submitted_at":"2024-12-24T04:36:35Z","title":"Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-11T05:02:36.955169Z"},"links":{"citing_paper":"/paper/2412.18160"},"observation_digest":"sha256:c4870ddeb081f01851af1b5954d9799dabe2763456c4db47a2226742133c560a","observation_id":"7efc4d0e-80be-4f35-892b-7452a57dfe77","resolution":{"observed_at":"2026-08-11T05:02:37.753314Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-11T05:02:37.731038Z","title":"Musiq: Multi-scale image quality transformer","venue":null,"work_id":"6146b45d-d19e-4150-93e7-3271baf02784","year":2021},"citing_paper":{"arxiv_id":"2412.18160","last_updated":"2024-12-24T04:36:35Z","snapshot_observed_at":"2026-08-14T14:13:10.834173Z","submitted_at":"2024-12-24T04:36:35Z","title":"Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-11T05:02:36.959891Z"},"links":{"citing_paper":"/paper/2412.18160"},"observation_digest":"sha256:1ff79152039ecba1fcfdb22e209534900edc7151e9844361ef6b1aba680737b5","observation_id":"ac8cbd1b-12d8-4e2e-b47d-8a2e19351c27","resolution":{"observed_at":"2026-08-11T05:02:37.736826Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-11T05:02:37.713953Z","title":"Deep learning of human visual sensitivity in image quality assessment framework","venue":null,"work_id":"ea16923c-8562-4c9c-a2bb-316ddcac2bac","year":2017},"citing_paper":{"arxiv_id":"2412.18160","last_updated":"2024-12-24T04:36:35Z","snapshot_observed_at":"2026-08-14T14:13:10.834173Z","submitted_at":"2024-12-24T04:36:35Z","title":"Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-11T05:02:36.964738Z"},"links":{"citing_paper":"/paper/2412.18160"},"observation_digest":"sha256:c8abf817ef406a0fe94ad6bf981767bdf1f727a8e742307c46176409a7ed112a","observation_id":"8aa9ef27-0b2a-40cb-abc7-82a5165b117e","resolution":{"observed_at":"2026-08-11T05:02:37.718902Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-11T05:02:37.694694Z","title":"Dynamic receptive field generation for full-reference image quality assessment","venue":null,"work_id":"3a34955d-88de-422d-b42d-f61ba8a9925f","year":2020},"citing_paper":{"arxiv_id":"2412.18160","last_updated":"2024-12-24T04:36:35Z","snapshot_observed_at":"2026-08-14T14:13:10.834173Z","submitted_at":"2024-12-24T04:36:35Z","title":"Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-11T05:02:36.969039Z"},"links":{"citing_paper":"/paper/2412.18160"},"observation_digest":"sha256:89892c5a7a46172f14738b880fe4cc5922c616487b1df26734e485cbd9db3a0e","observation_id":"f4a95a56-1cd2-48f6-822c-8a5078f1c79d","resolution":{"observed_at":"2026-08-11T05:02:37.701680Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-11T05:02:37.673143Z","title":"Attentions help cnns see better: Attention-based hybrid image quality assessment network","venue":null,"work_id":"67f3d1f2-d61e-4a67-8afa-a171e7988868","year":2022},"citing_paper":{"arxiv_id":"2412.18160","last_updated":"2024-12-24T04:36:35Z","snapshot_observed_at":"2026-08-14T14:13:10.834173Z","submitted_at":"2024-12-24T04:36:35Z","title":"Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-11T05:02:36.973899Z"},"links":{"citing_paper":"/paper/2412.18160"},"observation_digest":"sha256:d02f38d70b914b2d9ac6b1b155a5aae0f436d709d8a833227ffc8ba02f35d31c","observation_id":"6bd7a527-1b0a-4a08-8d13-02a7763df5d0","resolution":{"observed_at":"2026-08-11T05:02:37.679882Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-11T05:02:37.652122Z","title":"Perceptual image quality assessment us- ing a normalized laplacian pyramid","venue":null,"work_id":"883d0494-65d6-4b50-b72a-f0b9bc7d2cb8","year":2016},"citing_paper":{"arxiv_id":"2412.18160","last_updated":"2024-12-24T04:36:35Z","snapshot_observed_at":"2026-08-14T14:13:10.834173Z","submitted_at":"2024-12-24T04:36:35Z","title":"Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-11T05:02:36.978281Z"},"links":{"citing_paper":"/paper/2412.18160"},"observation_digest":"sha256:2090834aa0f61c679184eef8a0e3350ddd21fa6af0fdfb531602851fe8bc93cc","observation_id":"4cca6a11-d659-4b39-b439-e16ac97cdfee","resolution":{"observed_at":"2026-08-11T05:02:37.657514Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-11T05:02:37.634948Z","title":"Most apparent distortion: full-reference image quality assessment and the role of strategy","venue":null,"work_id":"c1e290e1-1384-4e2f-83e1-1a09f16f76a1","year":2010},"citing_paper":{"arxiv_id":"2412.18160","last_updated":"2024-12-24T04:36:35Z","snapshot_observed_at":"2026-08-14T14:13:10.834173Z","submitted_at":"2024-12-24T04:36:35Z","title":"Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-11T05:02:36.983555Z"},"links":{"citing_paper":"/paper/2412.18160"},"observation_digest":"sha256:13e4849ab54d81106304e88ff792c4d55b0f85cea2d37dbd8e732201c3beea50","observation_id":"5e115f0f-4e0f-4a4e-a651-28ffd85e1794","resolution":{"observed_at":"2026-08-11T05:02:37.640739Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-11T05:02:37.617525Z","title":"Deepwsd: Projecting degradations in perceptual space to wasserstein distance in deep feature space","venue":null,"work_id":"dfdc475e-19e8-4851-b048-b924ff4e194d","year":2022},"citing_paper":{"arxiv_id":"2412.18160","last_updated":"2024-12-24T04:36:35Z","snapshot_observed_at":"2026-08-14T14:13:10.834173Z","submitted_at":"2024-12-24T04:36:35Z","title":"Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-11T05:02:36.989097Z"},"links":{"citing_paper":"/paper/2412.18160"},"observation_digest":"sha256:f2ece899b5275704a68f1e34af8846ff3ff8990ecd8f0619fd16a2eac68b6a27","observation_id":"5db0d109-ea48-4bc0-86b0-2540ac9fcae6","resolution":{"observed_at":"2026-08-11T05:02:37.623315Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-11T05:02:37.600083Z","title":"Image quality assessment: Measuring per- ceptual degradation via distribution measures in deep feature spaces","venue":null,"work_id":"450fd1b6-1dfb-4737-994c-1d12c698bb4f","year":2024},"citing_paper":{"arxiv_id":"2412.18160","last_updated":"2024-12-24T04:36:35Z","snapshot_observed_at":"2026-08-14T14:13:10.834173Z","submitted_at":"2024-12-24T04:36:35Z","title":"Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-11T05:02:36.994768Z"},"links":{"citing_paper":"/paper/2412.18160"},"observation_digest":"sha256:16e84d785b965c7d8de2c77b189ba2136d1352cbceecb869177cd6114a34ade1","observation_id":"a353f76d-61ea-4ffc-8476-b41c82a22b90","resolution":{"observed_at":"2026-08-11T05:02:37.606649Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-11T05:02:37.580261Z","title":"Kadid-10k: A large-scale artificially distorted iqa database","venue":null,"work_id":"a536f465-1fd8-40de-a1a3-3f77407fa5e6","year":2019},"citing_paper":{"arxiv_id":"2412.18160","last_updated":"2024-12-24T04:36:35Z","snapshot_observed_at":"2026-08-14T14:13:10.834173Z","submitted_at":"2024-12-24T04:36:35Z","title":"Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-11T05:02:37.000243Z"},"links":{"citing_paper":"/paper/2412.18160"},"observation_digest":"sha256:0e21dbee68c1ae1701169303f5177d75d3e8e4692bac6ed8659602052cbd8297","observation_id":"f6a42a48-1ed2-4129-b94e-571120a317a0","resolution":{"observed_at":"2026-08-11T05:02:37.586959Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2001.08113","last_updated":"2020-01-20T15:13:26Z","snapshot_observed_at":"2026-08-15T20:49:08.812768Z","submitted_at":"2020-01-20T15:13:26Z","title":"DeepFL-IQA: Weak Supervision for Deep IQA Feature Learning","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2001.08113","snapshot_observed_at":"2026-08-11T05:02:37.006920Z","title":"Deepfl-iqa: Weak supervision for deep iqa feature learning","venue":null,"work_id":null,"year":2001},"citing_paper":{"arxiv_id":"2412.18160","last_updated":"2024-12-24T04:36:35Z","snapshot_observed_at":"2026-08-14T14:13:10.834173Z","submitted_at":"2024-12-24T04:36:35Z","title":"Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-11T05:02:37.006920Z"},"links":{"cited_paper":"/paper/2001.08113","citing_paper":"/paper/2412.18160"},"observation_digest":"sha256:205d1f77f8b735832b1603ca3413b667f3a6604d1ba24805781be973abe1e951","observation_id":"4983b4b1-578c-48d4-ae98-317ebadfe27e","resolution":{"observed_at":"2026-08-11T05:02:37.006920Z","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":"2026-08-11T05:02:37.564104Z","title":"Swiniqa: Learned swin distance for compressed im- age quality assessment","venue":null,"work_id":"9c713eb7-0b32-45c6-8ebb-5af8c6d375dc","year":2022},"citing_paper":{"arxiv_id":"2412.18160","last_updated":"2024-12-24T04:36:35Z","snapshot_observed_at":"2026-08-14T14:13:10.834173Z","submitted_at":"2024-12-24T04:36:35Z","title":"Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-11T05:02:37.012735Z"},"links":{"citing_paper":"/paper/2412.18160"},"observation_digest":"sha256:7261fc1a0630632a24facf0f1151bab01119f0951c3a24b6436a1b388d311de3","observation_id":"770409ab-8fc0-4827-b96c-a29c4fd290f1","resolution":{"observed_at":"2026-08-11T05:02:37.568782Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-11T05:02:37.547448Z","title":"Perceptual reduced-reference visual qual- ity assessment for contrast alteration","venue":null,"work_id":"99184a95-becc-4381-a99e-42199272d508","year":2016},"citing_paper":{"arxiv_id":"2412.18160","last_updated":"2024-12-24T04:36:35Z","snapshot_observed_at":"2026-08-14T14:13:10.834173Z","submitted_at":"2024-12-24T04:36:35Z","title":"Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-11T05:02:37.018548Z"},"links":{"citing_paper":"/paper/2412.18160"},"observation_digest":"sha256:7895e36f985e236ef0dde21a0f87ae14939343551c437bb8c81e36a938c74963","observation_id":"19d98c65-9918-4d3d-87b4-3e49ea22e68b","resolution":{"observed_at":"2026-08-11T05:02:37.553142Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-11T05:02:37.528193Z","title":"Clib-fiqa: Face image quality assessment with confidence calibration","venue":null,"work_id":"b3593be5-d687-4079-b5b3-b28799412d49","year":2024},"citing_paper":{"arxiv_id":"2412.18160","last_updated":"2024-12-24T04:36:35Z","snapshot_observed_at":"2026-08-14T14:13:10.834173Z","submitted_at":"2024-12-24T04:36:35Z","title":"Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-11T05:02:37.025317Z"},"links":{"citing_paper":"/paper/2412.18160"},"observation_digest":"sha256:152b675b0975f49f4ba4e3176a9ea08f87776f3e5447baa0b9783849b79b30e7","observation_id":"8230bf9a-fcf5-45d8-8024-3ab28ccc22a0","resolution":{"observed_at":"2026-08-11T05:02:37.534301Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-11T05:02:37.512351Z","title":"Color image database tid2013: Peculiarities and preliminary re- sults","venue":null,"work_id":"597400c1-5d70-413c-b9a9-b9b24f80e6c7","year":2013},"citing_paper":{"arxiv_id":"2412.18160","last_updated":"2024-12-24T04:36:35Z","snapshot_observed_at":"2026-08-14T14:13:10.834173Z","submitted_at":"2024-12-24T04:36:35Z","title":"Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-11T05:02:37.030594Z"},"links":{"citing_paper":"/paper/2412.18160"},"observation_digest":"sha256:235917550d02949a0ee806042823b0c3ff9fd1ed7994c181fcceb46d529a172d","observation_id":"a8e1c373-837c-40ec-a8ef-175c4101ee68","resolution":{"observed_at":"2026-08-11T05:02:37.517297Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-11T05:02:37.496328Z","title":"Pieapp: Perceptual image-error assessment through pairwise preference","venue":null,"work_id":"ae1ff4c1-42c6-404e-8cb1-87620cf8cdbf","year":2018},"citing_paper":{"arxiv_id":"2412.18160","last_updated":"2024-12-24T04:36:35Z","snapshot_observed_at":"2026-08-14T14:13:10.834173Z","submitted_at":"2024-12-24T04:36:35Z","title":"Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-11T05:02:37.035589Z"},"links":{"citing_paper":"/paper/2412.18160"},"observation_digest":"sha256:32c9a02a8bde9c1483b8269c73ebfac73368899c7ac2df07f3cdb41ce173ba58","observation_id":"ff1d24e8-01d4-4675-8889-232ec9517258","resolution":{"observed_at":"2026-08-11T05:02:37.501568Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-11T05:02:37.480032Z","title":"Critical values for spearman’s rank order correlation","venue":null,"work_id":"f37e0947-ab4b-4f27-bcdf-01e9d21d3a00","year":null},"citing_paper":{"arxiv_id":"2412.18160","last_updated":"2024-12-24T04:36:35Z","snapshot_observed_at":"2026-08-14T14:13:10.834173Z","submitted_at":"2024-12-24T04:36:35Z","title":"Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-11T05:02:37.041267Z"},"links":{"citing_paper":"/paper/2412.18160"},"observation_digest":"sha256:14fe2cb7dc856c62c09267df597b06394d0c4ad117b1d116ef6c6ee157c76c64","observation_id":"4534e269-311d-48ad-9325-52557b652c3c","resolution":{"observed_at":"2026-08-11T05:02:37.485392Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-11T05:02:37.463385Z","title":"A novel just-noticeable-difference-based saliency-channel attention residual network for full-reference image quality predictions","venue":null,"work_id":"834e652d-91a9-45b6-98ff-9a865d2c883f","year":2020},"citing_paper":{"arxiv_id":"2412.18160","last_updated":"2024-12-24T04:36:35Z","snapshot_observed_at":"2026-08-14T14:13:10.834173Z","submitted_at":"2024-12-24T04:36:35Z","title":"Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-11T05:02:37.047055Z"},"links":{"citing_paper":"/paper/2412.18160"},"observation_digest":"sha256:34d55c962a9a00fb20a04fab586904dcadde1b87311fd6f7794597a72ea40aa5","observation_id":"91782da4-99fe-434e-b395-f303b014ae1c","resolution":{"observed_at":"2026-08-11T05:02:37.468551Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-11T05:02:37.444493Z","title":"A statistical evaluation of recent full reference image quality assessment algorithms","venue":null,"work_id":"4cf946b3-ee84-40cf-b563-577835b17505","year":2006},"citing_paper":{"arxiv_id":"2412.18160","last_updated":"2024-12-24T04:36:35Z","snapshot_observed_at":"2026-08-14T14:13:10.834173Z","submitted_at":"2024-12-24T04:36:35Z","title":"Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-11T05:02:37.059556Z"},"links":{"citing_paper":"/paper/2412.18160"},"observation_digest":"sha256:fea6ccbdf0af816a1fb5b27a73dc33298861a7a78fa37898705938be9ed5e329","observation_id":"b23cc9cf-b210-4f50-a6c4-7677b6de9a05","resolution":{"observed_at":"2026-08-11T05:02:37.450185Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-11T05:02:37.426730Z","title":"Graph-represented distribution similarity index for full-reference image quality assessment","venue":null,"work_id":"c24aa894-6b14-4c28-ac34-43694aef3df3","year":2024},"citing_paper":{"arxiv_id":"2412.18160","last_updated":"2024-12-24T04:36:35Z","snapshot_observed_at":"2026-08-14T14:13:10.834173Z","submitted_at":"2024-12-24T04:36:35Z","title":"Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-11T05:02:37.064967Z"},"links":{"citing_paper":"/paper/2412.18160"},"observation_digest":"sha256:212b6bdff317f6623adb49adbf7a57dbb37bf3bfe51fafa1b1b36c9c38d68c53","observation_id":"87e0a353-6fe3-40f8-ba41-e15b953ed88b","resolution":{"observed_at":"2026-08-11T05:02:37.432594Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-11T05:02:37.409137Z","title":"Region-adaptive deformable network for image quality assessment","venue":null,"work_id":"2b000755-2b73-4f4f-ad53-330f560ecd64","year":2021},"citing_paper":{"arxiv_id":"2412.18160","last_updated":"2024-12-24T04:36:35Z","snapshot_observed_at":"2026-08-14T14:13:10.834173Z","submitted_at":"2024-12-24T04:36:35Z","title":"Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-11T05:02:37.069970Z"},"links":{"citing_paper":"/paper/2412.18160"},"observation_digest":"sha256:8a9139336bc256851078b3d1bb0e984cdfbb48a21814fabb0d78a5d6c0c25994","observation_id":"9b7acf36-88b8-4fc2-8ac5-39fedc13d454","resolution":{"observed_at":"2026-08-11T05:02:37.414691Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1409.1556","last_updated":"2015-04-10T16:25:04Z","snapshot_observed_at":"2026-08-17T19:17:06.411141Z","submitted_at":"2014-09-04T19:48:04Z","title":"Very Deep Convolutional Networks for Large-Scale Image Recognition","version":6},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1409.1556","snapshot_observed_at":"2026-08-11T05:02:37.076008Z","title":"Very deep convo- lutional networks for large-scale image recognition","venue":null,"work_id":null,"year":2014},"citing_paper":{"arxiv_id":"2412.18160","last_updated":"2024-12-24T04:36:35Z","snapshot_observed_at":"2026-08-14T14:13:10.834173Z","submitted_at":"2024-12-24T04:36:35Z","title":"Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-11T05:02:37.076008Z"},"links":{"cited_paper":"/paper/1409.1556","citing_paper":"/paper/2412.18160"},"observation_digest":"sha256:f38208b04c86611c61e879715c18aa381f5bc155a7cb4f4b61a9dec4c5760376","observation_id":"12addd81-e57f-4ef9-a6b7-ad958c35f9e2","resolution":{"observed_at":"2026-08-11T05:02:37.076008Z","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":"2026-08-11T05:02:37.384881Z","title":"Unifying dual- attention and siamese transformer network for full-reference image quality assessment","venue":null,"work_id":"ca8d48e5-2bba-40f7-bb66-4e31bdd004c5","year":null},"citing_paper":{"arxiv_id":"2412.18160","last_updated":"2024-12-24T04:36:35Z","snapshot_observed_at":"2026-08-14T14:13:10.834173Z","submitted_at":"2024-12-24T04:36:35Z","title":"Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-11T05:02:37.082299Z"},"links":{"citing_paper":"/paper/2412.18160"},"observation_digest":"sha256:5ac6a3d64baa74d8067b9a5c5a74c94e4809df7497ed0670c03cfb57ed04e66b","observation_id":"19400ee8-9173-41fc-a81c-fa082ef2c312","resolution":{"observed_at":"2026-08-11T05:02:37.390808Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-11T05:02:37.363968Z","title":"Reduced-reference im- age quality assessment using a wavelet-domain natural im- age statistic model","venue":null,"work_id":"d2a0b4a3-4ac0-4ddd-b81a-9d7717c7274c","year":2005},"citing_paper":{"arxiv_id":"2412.18160","last_updated":"2024-12-24T04:36:35Z","snapshot_observed_at":"2026-08-14T14:13:10.834173Z","submitted_at":"2024-12-24T04:36:35Z","title":"Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-11T05:02:37.088862Z"},"links":{"citing_paper":"/paper/2412.18160"},"observation_digest":"sha256:ec3d96dfa3d77912499640d6a89eb0873b71de7371712971ac09775aee800577","observation_id":"b6070b6f-f956-4558-a0de-0ba2baf9656f","resolution":{"observed_at":"2026-08-11T05:02:37.371260Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-11T05:02:37.341818Z","title":"Mul- tiscale structural similarity for image quality assessment","venue":null,"work_id":"89053f63-d56e-469a-acad-606bf90229e5","year":2003},"citing_paper":{"arxiv_id":"2412.18160","last_updated":"2024-12-24T04:36:35Z","snapshot_observed_at":"2026-08-14T14:13:10.834173Z","submitted_at":"2024-12-24T04:36:35Z","title":"Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-11T05:02:37.095355Z"},"links":{"citing_paper":"/paper/2412.18160"},"observation_digest":"sha256:15507bc94c0254022581283446dbab9d8ec4d2ed12a60122b00a3a9b9072b468","observation_id":"a32fdf30-009e-44cb-9e64-258bde4fd8f5","resolution":{"observed_at":"2026-08-11T05:02:37.348374Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-11T05:02:37.315770Z","title":"Image quality assessment: from error visibility to structural similarity","venue":null,"work_id":"faee7ddb-b170-4c14-be81-2c58dcaa00a1","year":2004},"citing_paper":{"arxiv_id":"2412.18160","last_updated":"2024-12-24T04:36:35Z","snapshot_observed_at":"2026-08-14T14:13:10.834173Z","submitted_at":"2024-12-24T04:36:35Z","title":"Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-11T05:02:37.101483Z"},"links":{"citing_paper":"/paper/2412.18160"},"observation_digest":"sha256:832bed2cd53023bb2e077b5bc1df8af4ebfb5cdcd3177df90941d865d96df337","observation_id":"f33e5572-18db-48dc-87b0-a3192461e2b1","resolution":{"observed_at":"2026-08-11T05:02:37.323134Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-11T05:02:37.291208Z","title":"Reduced-reference image quality assessment with visual in- formation fidelity","venue":null,"work_id":"1e041b1c-29e7-46eb-80b4-ac97604a58e2","year":2013},"citing_paper":{"arxiv_id":"2412.18160","last_updated":"2024-12-24T04:36:35Z","snapshot_observed_at":"2026-08-14T14:13:10.834173Z","submitted_at":"2024-12-24T04:36:35Z","title":"Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-11T05:02:37.107245Z"},"links":{"citing_paper":"/paper/2412.18160"},"observation_digest":"sha256:9c44a3ff83d7a817a6c8be1dfda99a379068a668a27e5486ad1c5f87d1ff6c95","observation_id":"62df96b3-6fc4-4ddb-8043-bc00665dd4ec","resolution":{"observed_at":"2026-08-11T05:02:37.300794Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-11T05:02:37.268106Z","title":"Gradient magnitude similarity deviation: A highly efficient perceptual image quality index","venue":null,"work_id":"82fa0115-d800-4d97-acac-7bc9c0f552f0","year":2013},"citing_paper":{"arxiv_id":"2412.18160","last_updated":"2024-12-24T04:36:35Z","snapshot_observed_at":"2026-08-14T14:13:10.834173Z","submitted_at":"2024-12-24T04:36:35Z","title":"Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-11T05:02:37.112592Z"},"links":{"citing_paper":"/paper/2412.18160"},"observation_digest":"sha256:7b905de67e2d79702061c635e6ac84c1d6d2bd9198a319a74627389a173c10b1","observation_id":"617e5ec0-49b4-4cb0-bfd9-cabc6a5329d4","resolution":{"observed_at":"2026-08-11T05:02:37.276572Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-11T05:02:37.246089Z","title":"Fsim: A feature similarity index for image quality assess- ment","venue":null,"work_id":"06993829-b6f3-4cae-bfd9-8c9ee6fc495a","year":2011},"citing_paper":{"arxiv_id":"2412.18160","last_updated":"2024-12-24T04:36:35Z","snapshot_observed_at":"2026-08-14T14:13:10.834173Z","submitted_at":"2024-12-24T04:36:35Z","title":"Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-11T05:02:37.117754Z"},"links":{"citing_paper":"/paper/2412.18160"},"observation_digest":"sha256:49e0f75aacb042286e14e44678600c36774ec2c816654d16c72d2c057a538f77","observation_id":"568ba6a0-b5a2-4e91-8bce-ff020df4f152","resolution":{"observed_at":"2026-08-11T05:02:37.253679Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-11T05:02:37.226253Z","title":"Vsi: A visual saliency-induced index for perceptual image quality assess- ment","venue":null,"work_id":"7568aed2-9192-4af7-aa53-92c85afa7aa8","year":2014},"citing_paper":{"arxiv_id":"2412.18160","last_updated":"2024-12-24T04:36:35Z","snapshot_observed_at":"2026-08-14T14:13:10.834173Z","submitted_at":"2024-12-24T04:36:35Z","title":"Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-11T05:02:37.122233Z"},"links":{"citing_paper":"/paper/2412.18160"},"observation_digest":"sha256:a12941e0b9b9c0723d1d8812d9b6a5bf18939569d2cce9c95b3d354bca5eb0ec","observation_id":"d56f6aea-bf93-4510-a827-7f07261108b6","resolution":{"observed_at":"2026-08-11T05:02:37.232068Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-11T05:02:37.203635Z","title":"The unreasonable effectiveness of deep features as a perceptual metric","venue":null,"work_id":"c41ad163-a500-4441-981b-f5a0c00f43cf","year":2018},"citing_paper":{"arxiv_id":"2412.18160","last_updated":"2024-12-24T04:36:35Z","snapshot_observed_at":"2026-08-14T14:13:10.834173Z","submitted_at":"2024-12-24T04:36:35Z","title":"Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space","version":1},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-08-11T05:02:37.126748Z"},"links":{"citing_paper":"/paper/2412.18160"},"observation_digest":"sha256:33259b66a62dc9641f5f21fdab949ef830dc057fc0aff4a670035c99a02b5540","observation_id":"f168f5f6-7a2b-4551-b698-24ed0d63ecab","resolution":{"observed_at":"2026-08-11T05:02:37.212316Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2412.18160","last_updated":"2024-12-24T04:36:35Z","latest_version":1,"primary_category":"eess.IV","snapshot_observed_at":"2026-08-14T14:13:10.834173Z","submitted_at":"2024-12-24T04:36:35Z","title":"Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space"},"reference_resolution":{"displayed":43,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":3,"verified_exact":0,"verified_fuzzy":40},"total_outbound_references":43},"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":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"thesis":"As of 20 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:2412.18160."}