{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2017:ACG763HSHXK5WNGC2ZTN7EXTX6","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"f155a79462ef0ab9369855779f9fa92dde970633dab7b6fabef3fcc9329cffae","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2017-12-07T23:54:26Z","title_canon_sha256":"370fd36f2678479f80ea92bc2c9fa57c6dd3b679a6b1161a0f0523d58549e13a"},"schema_version":"1.0","source":{"id":"1712.02893","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1712.02893","created_at":"2026-05-18T00:16:36Z"},{"alias_kind":"arxiv_version","alias_value":"1712.02893v2","created_at":"2026-05-18T00:16:36Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1712.02893","created_at":"2026-05-18T00:16:36Z"},{"alias_kind":"pith_short_12","alias_value":"ACG763HSHXK5","created_at":"2026-05-18T12:31:05Z"},{"alias_kind":"pith_short_16","alias_value":"ACG763HSHXK5WNGC","created_at":"2026-05-18T12:31:05Z"},{"alias_kind":"pith_short_8","alias_value":"ACG763HS","created_at":"2026-05-18T12:31:05Z"}],"graph_snapshots":[{"event_id":"sha256:4b5dfdf55715c5d7569bf758dd4aa529bbe91b57c25940af36c8b859fe4f6ab7","target":"graph","created_at":"2026-05-18T00:16:36Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"paper":{"abstract_excerpt":"Image smoothing is a fundamental task in computer vision, that aims to retain salient structures and remove insignificant textures. In this paper, we aim to address the fundamental shortcomings of existing image smoothing methods, which cannot properly distinguish textures and structures with similar low-level appearance. While deep learning approaches have started to explore the preservation of structure through image smoothing, existing work does not yet properly address textures. To this end, we generate a large dataset by blending natural textures with clean structure-only images, and then","authors_text":"Kaiyue Lu, Nick Barnes, Shaodi You","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2017-12-07T23:54:26Z","title":"Deep Texture and Structure Aware Filtering Network for Image Smoothing"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1712.02893","kind":"arxiv","version":2},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:f0e4ebbcde41bc340787faa1fe7ca05ade35c3e3e8c78b7ad403f7cdff7699f8","target":"record","created_at":"2026-05-18T00:16:36Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"f155a79462ef0ab9369855779f9fa92dde970633dab7b6fabef3fcc9329cffae","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2017-12-07T23:54:26Z","title_canon_sha256":"370fd36f2678479f80ea92bc2c9fa57c6dd3b679a6b1161a0f0523d58549e13a"},"schema_version":"1.0","source":{"id":"1712.02893","kind":"arxiv","version":2}},"canonical_sha256":"008dff6cf23dd5db34c2d666df92f3bfb5f989d3d88910772c0a0a0f3cbc8beb","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"008dff6cf23dd5db34c2d666df92f3bfb5f989d3d88910772c0a0a0f3cbc8beb","first_computed_at":"2026-05-18T00:16:36.578806Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:16:36.578806Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"hPLWg+aYdvEcSmFP9HPTdqwAhrPtNnrYkC5pPE0aAewJMAGaZPbvo6HhDo15et2gz0XpBb5W862fMxFjgFXRAw==","signature_status":"signed_v1","signed_at":"2026-05-18T00:16:36.579271Z","signed_message":"canonical_sha256_bytes"},"source_id":"1712.02893","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:f0e4ebbcde41bc340787faa1fe7ca05ade35c3e3e8c78b7ad403f7cdff7699f8","sha256:4b5dfdf55715c5d7569bf758dd4aa529bbe91b57c25940af36c8b859fe4f6ab7"],"state_sha256":"4ec08f8e195f68a7cd210a9e5c5a12cc272dc20db6f298d375840ba5200f96c0"}