cv

AI Developer

Tmax AI

• 2D, 3D Generative AI
• 3D Avatar and Object
• GAN, Diffusion, and NeRF-based models

MS

Yonsei University

Department of Electrical and Electronic Engineering

• NEURAL NETWORK (EEE7501)
• ADVANCED PROGRAMMING (EEE5501)
• MATHEMATICS FOR ELECTRICAL ENGINEERS (EEE3547)
• PROBABILISTIC ROBOTICS 1 (EEE7760)
• PROBABILISTIC ROBOTICS 2 (EEE7761)
• ROBOTICS AND CONTROL (EEE7770)

BS

Yonsei University

Department of Human Environment and Design, the Cognitive Science, and the Applied Statistics

• ARTIFICIAL INTELLIGENCE (CSI4108)
• PROBABILITY THEORY (MAT3111)
• LINEAR ALGEBRA (STA2102)
• DATA ENGINEERING (STA3133)
• BAYESIAN STATISTICS (STA3105)
• DESIGN AESTHETICS (DSN3106)

Efficient Data Selection with YOLOv5 Deep Learning Model

ICEE

The data selection method can be a useful tool for deep learning on a large amount of datasets.

Moving object tracking based on sparse optical flow with moving window and target estimator

Sensors

The suggested approach was applied to real environments including various illumination (indoor and outdoor) conditions, a number of moving objects and obstacles, and the performance was evaluated on an embedded board (Raspberry pi4).

Moving Object Recognition Software on SVM Camera

Development of software for identifying specific objects (vehicles, motorcycles, pedestrians) within the SVM-synthesized video region for buses.

• Development of deep learning software
• Strategy to construct train dataset
• Embedded-board environment
• Python, Pytorch

Moving Object Detection Algorithm on Surveillance Camera

Development of algorithm for recognizing moving objects in surveillance camera systems through analysis and application of bio-sensing systems.

• Development of object detection algorithm
• Optimized algorithm based on sparse optical flow
• Embedded-board environment
• C++, OpenCV

Gesture Recognition Algorithm on TOF Camera

Development of a facial gesture recognition algorithm utilizing distance information captured by a Time-of-Flight (TOF) camera.

• Development of gesture recognition algorithm
• Rule-based algorithm based on dense optical flow
• C++, OpenCV

Obstacle Detection Algorithm on TOF Camera

Development of an obstacle detection algorithm for door operation using a TOF camera mounted on the vehicle's side door.

• Development of obstacle evasion algorithm
• Embedded-board environment
• C++, OpenCV

Swarm Intelligence System Simulation

Study on collective behavior strategies for efficient problem-solving.

• ​Simulation and research of multi agent system based on swarm robotics
• Matlab

Best oral award

The International Council on Electrical Engineering Conference 2022 (ICEE 2022)