PyTorch implementation of our graph convolutional network (GCN) for human motion generation from music. Also with paired dance-music data for training!
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Jan 28, 2024 - Python
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PyTorch implementation of our graph convolutional network (GCN) for human motion generation from music. Also with paired dance-music data for training!
(CVPR 2023) MarS3D: A Plug-and-Play Motion-Aware Model for Semantic Segmentation on Multi-Scan 3D Point Clouds
The source code and pre-trained models for Motion Matters: Neural Motion Transfer for Better Camera Physiological Sensing (WACV 2024, Oral).
Extract and visualize gait data
Code and dataset of human retargeting approach to transfer motion and appearance between monocular videos. Check the examples from our dataset with several paired actors and motions!
A project that create virtual cycling simulator
Natural Coordinates with python for biomechanics
Python interface of C3Dserver software for reading and editing C3D motion capture files
Official implementation of AAAI 2023 Oral Paper "Frame-Level Label Refinement for Skeleton-Based Weakly-Supervised Action Recognition"
Usage of direct linear transformation (camera calibration and point reconstruction) for accurate motion analysis in biomechanical applications.
Compute causal relationships between individual pixels in 2D videos over space and time to reveal salient dynamics using a variety of causal measures
GapFill: gap filling functions for motion capture marker data
In-depth motion analysis of mobile lung cancer tumors. Designed for 4D-CT scans of the thorax and provide valuable information for proton therapy treatment planning
This repository contains Python code used for the extraction and clustering of muscle and kinematic synergies from preprocessed EMG data, as described in the research paper . The data was initially imported from Vicon c3d files.
Medical img/video processing: optical flow (Farneback, Lucas-Kanade, DL), CBIR (SIFT/ORB/CNN embeddings), object detection and Dash interactivity
Realtime Human Motion Tracking and Analysis
A library for modelling racing subjects
Goniometric motion analysis software
Hookean mechanics simulator with a "ticking mesh" mechanic to capture the behavior of linear elastic members between nodes and anchors. Extends analytical solution for more complicated systems.
This repo is for exhibiting my animations done using matplotlib
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