{
  "id": 246296,
  "title": "CogVis: Must Open-Vocabulary Change Detection Perceive the Scene Anew for Every Query?",
  "url": "https://urgent.news/2026/08/06/cogvis-must-open-vocabulary-change-detection-perceive-the-scene-anew",
  "topic": "ai",
  "section": "AI",
  "published": "2026-08-06T15:18:35.000Z",
  "source": {
    "name": "arXiv cs.AI",
    "slug": "arxiv-cs-ai",
    "url": "https://arxiv.org/abs/2608.06150v1"
  },
  "original_language": "en",
  "account": null,
  "summary": "Earth-surface monitoring requires change detection models capable of recognizing arbitrary semantic categories. Open-Vocabulary Change Detection (OVCD) addresses this need. However, existing methods often entangle temporal perception, semantic discrimination, and region verification, causing unstable results and redundant computation. Inspired by human visual change perception, we propose CogVis,…",
  "key_points": [],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 1,
    "also_reported_by": []
  },
  "ai_generated": true,
  "disclaimer": "Summaries, key points and the editor’s take are written by software from other outlets’ reporting and may contain errors — always check the linked original."
}