Explainable AI in human motion: A comprehensive approach to …
Jul 1, 2024 · This paper aims to tackle these challenges by presenting three innovative methods for creating explainable representations of human movement. The study formulates human …
[2505.01425] GENMO: A GENeralist Model for Human MOtion
May 2, 2025 · We present GENMO, a unified Generalist Model for Human Motion that bridges motion estimation and generation in a single framework. Our key insight is to reformulate …
Computational Modeling: Human Dynamic Model - Frontiers
Sep 24, 2021 · Dynamic models of human movement support clinical efforts to analyze, rehabilitate injuries. They are also used in biomechanics to understand and diagnose motor …
Development of a Simplified Human Body Model for Movement …
Dec 8, 2024 · A simplified human body model for movement simulations is described in this article. The development of the model initially required the interpretation and simplification of …
A comprehensive analysis of the machine learning pose estimation …
The aim of this review is to evaluate ML PEMs and their impact on human movement sciences, focusing on recent advancements in machine learning and computer vision for accurate, non …
GaitDynamics: a generative foundation model for analyzing human …
Jan 5, 2026 · GaitDynamics is a generative foundation model for accurately and efficiently estimating the motion and forces of human gaits from kinematic data, which will have impacts …
Toward Physically Stable Motion Generation: A New Paradigm of Human …
Dec 16, 2024 · To address these challenges, we introduce RF-Rotation, a novel approach to human pose representation that strategically repositions the root joint of the SMPL model to …
HUMOS: Human Motion Model Conditioned on Body Shape
Generating 3D human motion conditioned on body shape. People with different body shapes perform the same motion differently. Our method, HUMOS, generates natural, physically …
On the Modeling of Biomechanical Systems for Human Movement …
May 14, 2022 · This narrative review aims to provide an overview of the modeling of biomechanical systems used for the analysis of human movement within the framework of …
Fitts's law - Wikipedia
Fitts's law (also known as Fitts' law) is a predictive model of human movement primarily used in human–computer interaction and ergonomics. The law predicts that the time required to …