logo
CanyamAI summaries for academic research
language
MobileMobile
  • Phone FeatureWeChat Mini Program
EnglishEnglish
noticeNotice
BlogBlog
delete
arrow
Return

SCOPE-Diff: A spatiotemporal comprehensive perception diffusion framework for video anomaly detection

delete2026-02-25
delete0
PRE
AI
J
Jiati Cai
Y
Yuxun Zhao
Y
Yan Liu
T
Ting Zhong
F
Fan Zhou *
DOI：10.1016/j.neucom.2026.133157delete
deleteOriginal
deleteOriginal request for help
deleteShare
deleteSave
Abstract

Abstract

En 中文
• A diffusion-based framework with explicit spatiotemporal anomaly perception. • DOPP enables bidirectional temporal reasoning via multi-density diffusion. • GLSPM enhances limb-level spatial awareness for fine-grained anomalies.
Keywords:
diffusion framework
spatiotemporal perception
anomaly detection
bidirectional reasoning
spatial awareness

Journal

Neurocomputing cover
Neurocomputing
IF:
6.5
Papers:
2.5W
Citations:
6.5W

Organization

No organization information available