Pith. sign in
Pith Number

pith:KZIYT6XZ

pith:2022:KZIYT6XZCKDFY6PMFAJE3WBCN4
not attested not anchored not stored refs pending

Crowd-level Abnormal Behavior Detection via Multi-scale Motion Consistency Learning

Haiyan Yin, Linbo Luo, Ruimin Hu, Shangwei Xie, Wentong Cai, Yuanjing Li

arxiv:2212.00501 v1 · 2022-12-01 · cs.CV · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{KZIYT6XZCKDFY6PMFAJE3WBCN4}

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.
Receipt and verification
First computed 2026-07-05T05:21:34.838227Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

565189faf912865c79ec28124dd8226f0b06976ed7d31456554b688d371c9b70

Aliases

arxiv: 2212.00501 · arxiv_version: 2212.00501v1 · doi: 10.48550/arxiv.2212.00501 · pith_short_12: KZIYT6XZCKDF · pith_short_16: KZIYT6XZCKDFY6PM · pith_short_8: KZIYT6XZ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/KZIYT6XZCKDFY6PMFAJE3WBCN4 \
  | 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: 565189faf912865c79ec28124dd8226f0b06976ed7d31456554b688d371c9b70
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "4251e67dea09feb0da9d9024cbd89a895dd2d803f8c4be6b4a16ec6b687ff70e",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-12-01T13:52:32Z",
    "title_canon_sha256": "b1a540d280ff15f8ce3ddc9d9a204b60e085614bb640bc554712e1bdc2d31377"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.00501",
    "kind": "arxiv",
    "version": 1
  }
}