Pith Number

pith:SZEGCLMZ

pith:2025:SZEGCLMZXDE4EJEHC7DRZJ3E7M

not attested not anchored not stored refs pending

Post Processing of image segmentation using Conditional Random Fields

Aashish Dhawan, Pankaj Bodani, Vishal Garg

arxiv:2510.09833 v1 · 2025-10-10 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SZEGCLMZXDE4EJEHC7DRZJ3E7M}

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	2026-05-21T01:04:17.756003Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9648612d99b8c9c2248717c71ca764fb152f5a8f113bf780e4b62aedd00d8da4

Aliases

arxiv: 2510.09833 · arxiv_version: 2510.09833v1 · doi: 10.48550/arxiv.2510.09833 · pith_short_12: SZEGCLMZXDE4 · pith_short_16: SZEGCLMZXDE4EJEH · pith_short_8: SZEGCLMZ

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/SZEGCLMZXDE4EJEHC7DRZJ3E7M \
  | 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: 9648612d99b8c9c2248717c71ca764fb152f5a8f113bf780e4b62aedd00d8da4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "122c211c173bbc846722217a47ba228e26f2c8b0c72c4a1a2b2a02efcdc7222d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-10-10T20:07:54Z",
    "title_canon_sha256": "d9f86dabcb97d3a55f48848f96176135a593a8562eb0f12b9aee1529e832078d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.09833",
    "kind": "arxiv",
    "version": 1
  }
}