Detecting Suspicious Object Changes between Images Captured by an Indoor Patrolling Robot

Project: National Science and Technology Council › National Science and Technology Council Academic Grants

Project Details

Abstract

在社會貢獻上，本計畫所研發的影像差異偵測技術，將來可應用於犯罪調查與智慧安管等專業任務，有助於維護社會安全，提供日常生活保障；在經濟發展上，本計畫的研究成果可避免非法入侵與竊密行為干擾政經活動的正常秩序；在學術研究上，本計畫以孿生網路辨識影像異動的敏感區域，並以實作成果進行人機對抗，互動經驗顯得極為特殊而有趣，讓本計畫兼具學術研究趣味與實務應用價值。此外，本計畫並未監視任何特定對象，只對遺留在場的蛛絲馬跡進行判讀，因此並無違背基本人權的疑慮。

Project IDs

Project ID:PB11207-4324
External Project ID:NSTC112-2221-E182-052
StatusFinished
Effective start/end date01/08/23 → 31/07/24

Keywords

  • Image Change Detection
  • Siamese Network
  • Triplet Network
  • Patrolling Robot
  • Extensible Hashing Function

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