Pith. sign in
Pith Number

pith:2NJDJMXC

pith:2022:2NJDJMXCEL73ZVOPZ3BTJCVTLD
not attested not anchored not stored refs pending

3D Adapted Random Forest Vision (3DARFV) for Untangling Heterogeneous-Fabric Exceeding Deep Learning Semantic Segmentation Efficiency at the Utmost Accuracy

Anthony Tzes, Ashraf Al-Khateeb, Haifa Alyazeedi, Hamed Alhashmi, Mohamed Abdelsalam, Omar Alfarisi, Qingfeng Huang, Salem Alzaabi, Zeyar Aung

arxiv:2203.12469 v1 · 2022-03-23 · cs.CV · astro-ph.IM · cs.LG · eess.IV · physics.geo-ph

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\usepackage{pith}
\pithnumber{2NJDJMXCEL73ZVOPZ3BTJCVTLD}

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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.
Receipt and verification
First computed 2026-07-05T04:13:14.255668Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

d35234b2e222ffbcd5cfcec3348ab358dd1619d97b75d41a02e5ead0a809e0b8

Aliases

arxiv: 2203.12469 · arxiv_version: 2203.12469v1 · doi: 10.48550/arxiv.2203.12469 · pith_short_12: 2NJDJMXCEL73 · pith_short_16: 2NJDJMXCEL73ZVOP · pith_short_8: 2NJDJMXC
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/2NJDJMXCEL73ZVOPZ3BTJCVTLD \
  | 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: d35234b2e222ffbcd5cfcec3348ab358dd1619d97b75d41a02e5ead0a809e0b8
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "cb20f6e229840bd6a67044d75be2b05b42c8ea8c5a004fee38d27a5fb77067e2",
    "cross_cats_sorted": [
      "astro-ph.IM",
      "cs.LG",
      "eess.IV",
      "physics.geo-ph"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-03-23T15:05:23Z",
    "title_canon_sha256": "efcc312c649b15e9831c056fed5452fab3ea861e5caf266d8a5a2e3f97163206"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.12469",
    "kind": "arxiv",
    "version": 1
  }
}