Pith Number

pith:5P54JE2E

pith:2024:5P54JE2ERNP65HFZW6PGZSB5KJ

not attested not anchored not stored refs pending

Blind Underwater Image Restoration using Co-Operational Regressor Networks

Moncef Gabbouj, Ozer Can Devecioglu, Serkan Kiranyaz, Turker Ince

arxiv:2412.03995 v1 · 2024-12-05 · cs.CV · cs.LG · eess.IV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5P54JE2ERNP65HFZW6PGZSB5KJ}

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	2026-07-05T09:44:57.694137Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ebfbc493448b5fee9cb9b79e6cc83d52706c49d7b5df25d03b2c247c2bb49732

Aliases

arxiv: 2412.03995 · arxiv_version: 2412.03995v1 · doi: 10.48550/arxiv.2412.03995 · pith_short_12: 5P54JE2ERNP6 · pith_short_16: 5P54JE2ERNP65HFZ · pith_short_8: 5P54JE2E

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/5P54JE2ERNP65HFZW6PGZSB5KJ \
  | 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: ebfbc493448b5fee9cb9b79e6cc83d52706c49d7b5df25d03b2c247c2bb49732

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ea7cea8b91981ebb2a27b1745ae7bdab59c86ea66677ec4f45154ce6313afaaa",
    "cross_cats_sorted": [
      "cs.LG",
      "eess.IV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-05T09:15:21Z",
    "title_canon_sha256": "1b07e02d2f4a0c2afb53d78e94efd00b65294c43696f0ba3671ea70b20a4bcb6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.03995",
    "kind": "arxiv",
    "version": 1
  }
}