Article

Enhancing Human Motion Prediction through Joint-based Analysis and AVI Video Conversion

2023-06-29

Abstract excerpt

Human joint motion exhibits a high degree of freedom, with different joints capable of moving and rotating in various directions. Consequently, accurately capturing the features of posture motion becomes challenging, resulting in lower prediction accuracy for human joint motion. To address this issue, this paper proposes a novel method for predicting and verifying human motion based on joints using AVI video conve...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 265e1e35-3552-5793-855e-7621867970b0
DOI: 10.21203/rs.3.rs-3106564/v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Enhancing Human Motion Prediction through Joint-based Analysis and AVI Video ConversionDOI 10.21203/rs.3.rs-3106564/v1Read

Video Human Action Recognition by the Fusion of Significant Motion and Coarse-fine Temporal Granularity FeaturesSemantic proximity Read

A Two-Stream Deep Learning Approach for Enhanced Two-Person Human Interaction Recognition in VideosSemantic proximity Read

Human Behavior Recognition Based on Graph Neural Network and Cross-modal Collaborative Attention MechanismSemantic proximity Read

Monocular 3D Human Pose-Estimation Networks for Coherent Humanoid-Model DrivingSemantic proximity Read

3D Human Pose Estimation Based on Conditional Dual-Branch Diffusion ModelSemantic proximity Read

Adaptive Graph Convolution Embedding Normalizing Flow for Video Anomaly DetectionSemantic proximity Read

A geometric method for generating Euler angles from 3D landmark key-pointsSemantic proximity Read

Skeleton Motion Super-Resolution via Masked CP Decomposition in Latent Embedding SpaceSemantic proximity Read

Development of User-Customized Online Teaching Technology based on GPT, Enhanced by Generative AI-based Motion RecognitionSemantic proximity Read

ExoNet Database: Wearable Camera Images of Human Locomotion EnvironmentsSemantic proximity Read

Intelligent Video Surveillance System with Abnormal Behavior Recognition and Metadata RetrievalSemantic proximity Read

DeepGaitLab: Accurate and Flexible Markerless Motion Tracking Powered by Synthetic DataSemantic proximity Read