Pith. sign in
Pith Number

pith:3DFEO4FK

pith:2024:3DFEO4FKI5WE2M5FXQ3QAQWALD
not attested not anchored not stored refs pending

A Survey on RGB, 3D, and Multimodal Approaches for Unsupervised Industrial Image Anomaly Detection

Antonio Liotta, Deyu Zeng, Guofan Huang, Jiawen Yu, Wei Song, Wenqiang Zhang, Xuan Tong, Yang Chang, Yan Wang, Yuxuan Lin, Zongze Wu

arxiv:2410.21982 v2 · 2024-10-29 · cs.CV

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{3DFEO4FKI5WE2M5FXQ3QAQWALD}

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Record completeness

1 Bitcoin timestamp
2 Internet Archive
3 Author claim open · sign in to claim
4 Citations open
5 Replications open
Portable graph bundle live · download bundle · merged state
The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.
Receipt and verification
First computed 2026-07-05T10:36:30.864452Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

d8ca4770aa476c4d33a5bc370042c058c417b43ba15469a9afc82b48aea97b00

Aliases

arxiv: 2410.21982 · arxiv_version: 2410.21982v2 · doi: 10.48550/arxiv.2410.21982 · pith_short_12: 3DFEO4FKI5WE · pith_short_16: 3DFEO4FKI5WE2M5F · pith_short_8: 3DFEO4FK
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/3DFEO4FKI5WE2M5FXQ3QAQWALD \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: d8ca4770aa476c4d33a5bc370042c058c417b43ba15469a9afc82b48aea97b00
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "996cd682ab2991fdecdd36cf7a88499485baccae5a8bafa2492a86e2034d5d05",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-10-29T12:12:45Z",
    "title_canon_sha256": "310b4a274e8ad2c1cd7abc140e91ed112416c0eec0ac2d4ce53c51e6d529d276"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.21982",
    "kind": "arxiv",
    "version": 2
  }
}