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Pith Number

pith:QG7IQYSF

pith:2021:QG7IQYSFRY6JRGCDLJ3TP2RS5A
not attested not anchored not stored refs pending

Hierarchical Convolutional Neural Network with Feature Preservation and Autotuned Thresholding for Crack Detection

Manh Duong Phung, Qiuchen Zhu, Quang Phuc Ha, Tran Hiep Dinh

arxiv:2104.10511 v1 · 2021-04-21 · cs.CV · cs.LG

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\usepackage{pith}
\pithnumber{QG7IQYSFRY6JRGCDLJ3TP2RS5A}

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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 2026-07-05T02:34:03.186800Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

81be8862458e3c9898435a7737ea32e8169e486f561befed1b3fe29fc5d8833e

Aliases

arxiv: 2104.10511 · arxiv_version: 2104.10511v1 · doi: 10.48550/arxiv.2104.10511 · pith_short_12: QG7IQYSFRY6J · pith_short_16: QG7IQYSFRY6JRGCD · pith_short_8: QG7IQYSF
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/QG7IQYSFRY6JRGCDLJ3TP2RS5A \
  | 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: 81be8862458e3c9898435a7737ea32e8169e486f561befed1b3fe29fc5d8833e
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "6ddf9b7c1d7261f3be83869fc1e022d04a977a5a31cf0426050dc70cebfdf66a",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2021-04-21T13:07:58Z",
    "title_canon_sha256": "550a559c0b6d1fb7eed01262b5638c329c307090a123d66740437111e4fed87e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2104.10511",
    "kind": "arxiv",
    "version": 1
  }
}