Pith Number

pith:QMFZRWPF

pith:2024:QMFZRWPFYC6YE7WLSJPEEERPTQ

not attested not anchored not stored refs pending

MonoPCC: Photometric-invariant Cycle Constraint for Monocular Depth Estimation of Endoscopic Images

Fan Huang, Mei Liu, Qiang Ding, Qiang Li, Shiquan He, Ting Li, Xinxia Feng, Ying Zhou, Zhiwei Wang

arxiv:2404.16571 v4 · 2024-04-25 · cs.CV

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\usepackage{pith}
\pithnumber{QMFZRWPFYC6YE7WLSJPEEERPTQ}

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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

1 paper in Pith

EndoMUST: Monocular Depth Estimation for Robotic Endoscopy via End-to-end Multi-step Self-supervised Training

Receipt and verification

First computed	2026-07-05T09:51:32.269605Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

830b98d9e5c0bd827ecb925e42122f9c151e5c572ff5a8386a0914a8a66c6820

Aliases

arxiv: 2404.16571 · arxiv_version: 2404.16571v4 · doi: 10.48550/arxiv.2404.16571 · pith_short_12: QMFZRWPFYC6Y · pith_short_16: QMFZRWPFYC6YE7WL · pith_short_8: QMFZRWPF

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/QMFZRWPFYC6YE7WLSJPEEERPTQ \
  | 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: 830b98d9e5c0bd827ecb925e42122f9c151e5c572ff5a8386a0914a8a66c6820

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c197049824079f146d8da8e908c7e413aa93c70ddb3673ffee32f7811f08cdbb",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-04-25T12:34:23Z",
    "title_canon_sha256": "cdfb5b21d0c6877ba67d33c7fef47e0828fd0528d79e9364e30f94a39d71076c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.16571",
    "kind": "arxiv",
    "version": 4
  }
}