Pith Number

pith:HBHHTIUD

pith:2022:HBHHTIUDYJJ6PO6KSUTEYFKEAL

not attested not anchored not stored refs pending

PNI : Industrial Anomaly Detection using Position and Neighborhood Information

Jae-Han Lee, Jaehyeok Bae, Seyun Kim

arxiv:2211.12634 v3 · 2022-11-22 · cs.CV

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HBHHTIUDYJJ6PO6KSUTEYFKEAL}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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.

Cited by

1 paper in Pith

Evaluating Vision Transformer Models for Visual Quality Control in Industrial Manufacturing

Receipt and verification

First computed	2026-07-05T05:56:15.182647Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

384e79a283c253e7bbca95264c154402cb93ced823d99c199116e4ddd2c2e5aa

Aliases

arxiv: 2211.12634 · arxiv_version: 2211.12634v3 · doi: 10.48550/arxiv.2211.12634 · pith_short_12: HBHHTIUDYJJ6 · pith_short_16: HBHHTIUDYJJ6PO6K · pith_short_8: HBHHTIUD

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/HBHHTIUDYJJ6PO6KSUTEYFKEAL \
  | 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: 384e79a283c253e7bbca95264c154402cb93ced823d99c199116e4ddd2c2e5aa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a14b4180f3898c955b3ae5e713a3d15f6085e1f4455b72c0d0018da44d3265a3",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-11-22T23:45:27Z",
    "title_canon_sha256": "916fb9c90f0b4e174d230c99449e321460df1f3dcc8e99c46d45397cfe0b9f52"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.12634",
    "kind": "arxiv",
    "version": 3
  }
}