Pith Number

pith:XVX7PKND

pith:2025:XVX7PKNDA45Y2EPAQSBDHUW73L

not attested not anchored not stored refs pending

A Survey on Video Anomaly Detection via Deep Learning: Human, Vehicle, and Environment

Armin Danesh Pazho, Ghazal Alinezhad Noghre, Hamed Tabkhi

arxiv:2508.14203 v1 · 2025-08-19 · cs.CV · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XVX7PKNDA45Y2EPAQSBDHUW73L}

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

4 papers in Pith

CaC: Advancing Video Reward Models via Hierarchical Spatiotemporal Concentrating

Probing Collision Grounding in Vision-Language Models for Safe Human-Robot Collaboration

Are Multimodal LLMs Ready for Surveillance? A Reality Check on Zero-Shot Anomaly Detection in the Wild

CaC: Advancing Video Reward Models via Hierarchical Spatiotemporal Concentrating

Receipt and verification

First computed	2026-07-05T11:56:28.000270Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bd6ff7a9a3073b8d11e0848233d2dfdac0935592898ad8359fd62dff69ae363d

Aliases

arxiv: 2508.14203 · arxiv_version: 2508.14203v1 · doi: 10.48550/arxiv.2508.14203 · pith_short_12: XVX7PKNDA45Y · pith_short_16: XVX7PKNDA45Y2EPA · pith_short_8: XVX7PKND

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/XVX7PKNDA45Y2EPAQSBDHUW73L \
  | 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: bd6ff7a9a3073b8d11e0848233d2dfdac0935592898ad8359fd62dff69ae363d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a9770469511a0abce8df7777b9bf9b21846e24a23a467c7136d8a4265f4de217",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-08-19T18:50:49Z",
    "title_canon_sha256": "f6cd4df6499c2c9cd373a98b8c36c825b54b8e536c37cc4cbf7788bc19db7c1f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.14203",
    "kind": "arxiv",
    "version": 1
  }
}