Research
Our research aims to improve the user experience of services, applications, and products through data analysis, deep learning algorithms, UI development, and more. Here are some of our research topics. We are still searching for research that benefits users and our society.
01
AI-generated painting discrimination analysis
Examine whether human beings can distinguish between paintings drawn by artists and fake paintings created using AI tools, as well as identify the factors that can affect people's discriminative abilities.
02
Image is All for Music Retrieval: IMIR System
Propose an intuitive image-to-music information retrieval framework. The proposed method extracts mood and theme tags by searching for images from a pre-built database that are similar to a query image and then retrieves music with matching tag information.
03
Road Sign Recognition Assistant (R2A) Framework
Propose a framework that helps autonomous vehicles infer proper information under limited conditions. The entire process consists of three steps: restoration, evaluation, and presentation.
04
Instagram Counterfeit Seller Account Detection
Designed a model to classify counterfeit seller accounts and general accounts using image and textual data collected from Instagram.
