Pith Number

pith:YP4RKRBH

pith:2025:YP4RKRBHZ5MRBJ7UJBROH4ONHA

not attested not anchored not stored refs pending

A Structured Review of Underwater Object Detection Challenges and Solutions: From Traditional to Large Vision Language Models

Edwine Nabahirwa, Minghua Zhang, Wei Song, Yi Fang, Zhou Ni

arxiv:2509.08490 v1 · 2025-09-10 · 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{YP4RKRBHZ5MRBJ7UJBROH4ONHA}

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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.

Cited by

2 papers in Pith

Why Domain Matters: A Preliminary Study of Domain Effects in Underwater Object Detection

A Marine Debris Detection Framework for Ocean Robots via Self-Attention Enhancement and Feature Interaction Optimization

Receipt and verification

First computed	2026-07-05T12:08:30.913752Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c3f9154427cf5910a7f44862e3f1cd3821fdae8078d8fabdc4ae62b1e7d9a5d7

Aliases

arxiv: 2509.08490 · arxiv_version: 2509.08490v1 · doi: 10.48550/arxiv.2509.08490 · pith_short_12: YP4RKRBHZ5MR · pith_short_16: YP4RKRBHZ5MRBJ7U · pith_short_8: YP4RKRBH

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/YP4RKRBHZ5MRBJ7UJBROH4ONHA \
  | 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: c3f9154427cf5910a7f44862e3f1cd3821fdae8078d8fabdc4ae62b1e7d9a5d7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7b48998936eb20a34336b9acfeebde93629252117fd389499a46a292fade80d5",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-09-10T11:01:29Z",
    "title_canon_sha256": "3f3d341ce6c61cfebd3250d474f2d048d110957c4c589b544a48d024f577273e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.08490",
    "kind": "arxiv",
    "version": 1
  }
}