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6-Basketball player

From 2018 till now

Read more at this page

5-Mathematics & Programming

From August 2024, until now

I have a deep passion for mathematics and informatics, which I continue to pursue after this competition by tackling challenging problems and contests on platforms like Codeforces and LeetCode.
Additionally, participating in numerous PIMA events has allowed me to immerse myself in the beauty of “hard” and pure mathematics, enriching my understanding and appreciation for the subject.

4-Doing research at Software Engineering Lab

From July 2024, until now

Published the paper “RotCAtt-TransUNet++: A Novel Deep Neural Network for Sophisticated Cardiac Segmentation” in the IEEE journal, presented at the MAPR 2024 conference.
Conducting research on temporal mapping in video understanding, with the goal of presenting at the VBS 2025 conference in Japan.
Investigating the use of synthetic data for camouflaged wildlife detection and analysis.
Continuing research in computer graphics, focusing on 3D reconstruction, depth estimation, and advancements in VR/AR/XR technologies.

3-Counselling & leading the scientific research club

From May 2024, until now

Leading, mentoring, and teaching the scientific research club at Le Hong Phong High School for the Gifted.
Guiding students on developing strong research ideas, writing and publishing impactful research papers, and presenting their work logically and effectively.
Providing tutoring on project-related topics, including reinforcement learning, computer graphics, and astrophysics.

2-Continue my passion with computer graphics

From Dec 2023 till now

I have a deep passion for the intersection of computer graphics and computer vision. To continuously refine my skills and expand my knowledge, I actively work on various projects. Learn more about my work on this page.

1-Internship as a Apprentice AI engineer at CoTAI Studio

June to December 2024

Conducted research and engineering in the field of computer vision. Explored this repository for details. The research journey spanned from the history of computer vision (e.g., MobileNet, GoogleNet, DenseNet, ResNet, RepVGG) to modern advancements like SAM, DINOv2, DETR, and GANs.
Investigated image and video retrieval methods, focusing on multimodal feature extraction. Developed and deployed a retrieval system on both local servers and AWS cloud. See this paper “Multimodal Contextualized Support for Enhancing Video Retrieval System” for more details.
Gained expertise with Docker for efficient engineering workflows. Deployed ONNX models on various backends such as TensorRT and OpenVINO. Deployed and served AI models using tools like Triton Inference Server and FastAPI.

research

Novel 3D Binary Indexed Tree for Volume Computation of 3D Reconstructed Models from Volumetric Data

Published: May 10, 2024

This preprint is currently undergoing revisions for submission to a conference. It focuses on algorithms and data structures within the realm of computer graphics, and does not involve AI or deep learning. This paper was presented at ISEF 2024, accompanied by a software demonstration showcasing its functionality and practical applications… Read more

Multimodal Contextualized Support for Enhancing Video Retrieval System

Published: July 20, 2024

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

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

Published: August 15, 2024

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

Computer graphics with computer vision

Published: November 25, 2024

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

Bao L. Q. Nguyen

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