q-bio.NC · 2026-07-15 · No. 54
Neurons and Cognition, 2026-07-15.
1 new papers in q-bio.NC. Titles, authors,
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01 — The papers
1 entries-
01
Real-time fall detection based on vision for low-power edge platforms
Wenjun Xia, Zhicheng Peng, Haopeng Li, Zhengdi Zhang
q-bio.NC · cs.AI · cs.CV
Falling detection is vital for elderly care and intelligent surveillance; however, prevailing vision-based approaches predominantly frame it as static pose classification or discrete temporal pattern matching, fundamentally overlooking the instability dynamics of the human support system. This paper proposes a physics-informed falling detection framework that recasts falling as a stability-loss event in a coupled dynamical system. We...
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