Vương Việt Hùng

I am a research assistant at ANDA Lab, Soongsil University. My research interest includes: computer vision, deep learning, robotics and signal processing.

Projects

Bearing Fault Diagnosis

Researches on application of deep learning in bearing fault diagnosis from Mandevices Laboratory, Hanoi University of Science and Technology

Project	Description	Project status
hust-bearing	A Python library for deep learning-based bearing fault diagnosis	Completed
BearingSpectrogram	A MATLAB project for signal segmentation and transform on popular bearing datasets	Completed
BearingSimulation	A MATLAB project for simulation of vibration signal based on bearing geometry	Private
Bearing-Fault-Simulation-Python	A Python project for simulation of vibration signal based on bearing geometry	Private

3D Computer Vision

Researches on LiDAR-based computer vision tasks for autonomous vehicles from ANDA Lab, Soongsil University

Project	Description	Project status
centroidformer	The official implementation of CentroidFormer paper	In progress
Cylinder3D	A unofficial implementation of Cylinder3D paper based on TorchSparse	Completed
PUPS	A unofficial implementation of PUPS paper	In progress
Pointcloud_Denoising_Snowy		Completed

Vương Việt Hùng's Projects

bearing-fault-simulation-python

The program simulate fault bearing signal for CNN-designated classification task.

bearingspectrogram

Generate spectrograms from different bearing fault signal datasets

electrical-component-recognition

Colab Notebooks for Electrical Component Recogntion classification task.

face-recognition-attendance-system

Face Recognition Attendance System (FRAS) registers new members using their fingerprints and face images. Member can then enroll by capturing their picture through a webcam.