Pith Number

pith:CXQBKTAU

pith:2024:CXQBKTAUS7M55OVP5B26RWYPZA

not attested not anchored not stored refs pending

A comprehensive review of datasets and deep learning techniques for vision in Unmanned Surface Vehicles

Ali Anwar, Linh Trinh, Siegfried Mercelis

arxiv:2412.01461 v1 · 2024-12-02 · 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{CXQBKTAUS7M55OVP5B26RWYPZA}

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	2026-07-05T09:43:13.473740Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

15e0154c1497d9debaafe875e8db0fc82c9f49e3f9299eac9dc75850b346f774

Aliases

arxiv: 2412.01461 · arxiv_version: 2412.01461v1 · doi: 10.48550/arxiv.2412.01461 · pith_short_12: CXQBKTAUS7M5 · pith_short_16: CXQBKTAUS7M55OVP · pith_short_8: CXQBKTAU

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/CXQBKTAUS7M55OVP5B26RWYPZA \
  | 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: 15e0154c1497d9debaafe875e8db0fc82c9f49e3f9299eac9dc75850b346f774

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ab7bb814b7c9e0e802ee219d01556fb7b8c7e3c8520458e38eb96d2b6605cae6",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-02T12:54:18Z",
    "title_canon_sha256": "ce0d8069abfa04d66ded29f2dafc49858e14c65ef9130161e9702704a5897092"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.01461",
    "kind": "arxiv",
    "version": 1
  }
}