Research

Current work


Computer graphics with computer vision

Published:

The CTO of Gianty from Tiger Funding has shown interest in funding my software for use in universities as learning materials or in hospitals for experiments. However, I’ve decided to refine it further. Driven by my passion for computer graphics, I’ve embarked on building a 3D graphics engine capable of simulating advanced physical properties like blood flow, heartbeats, and neuron activation. This engine has potential applications in robotics training simulations and aligns with global trends like NVIDIA Omniverse. My work bridges computer graphics and computer vision, exploring their applications in fields such as medical, robotics, and synthetic data. Delving into the mathematical and physical modeling behind these systems, I pursue this passion at my own pace, fueled by the joy of discovery and innovation. Read more

Research papers


RotCAtt-TransUNet++: Novel Deep Neural Network for Sophisticated Cardiac Segmentation

Published:

This paper was presented at the International Conference on Multimedia Analysis and Pattern Recognition (MAPR) 2024. It is available through IEEE, Arxiv, and the conference proceedings. Two versions of the paper are available on Arxiv (the second version is recommended). For more detailed information, you can view my video presentation from the conference.Additionally, this work has attracted interest from a Aston PhD student in UK, who is eager to collaborate and gain access to the research in the future… Read more

Multimodal Contextualized Support for Enhancing Video Retrieval System

Published:

This paper presents the outcomes of our efforts to develop a system incorporating various methods for a video retrieval competition. Initially intended for submission to a lifelog conference, the system shows potential for significant improvement through temporal alignment and video graph representation. As a result, we are currently refining the system to enhance its efficiency and performance… Read more