Phuc, Nguyen Duc Anh

I am a research resident at VinAI Research, where I work with 3D scene understanding. Previously, I recieved a B.S. degree in Computer Science at the University of Information Technology - VNUHCM.

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Selected Publications

Open-Ended 3D Point Cloud Instance Segmentation

Open-Ended 3D Point Cloud Instance Segmentation

Phuc Nguyen*, Minh Luu*, Anh Tran, Cuong Pham, Khoi Nguyen
Arxiv Preprint.

Introducing the Vocablulary-Free 3D point cloud instance segmentation with different solid baselines and a novel pointwise method using multimodal LLM

arXiv
Open3DIS: Open-Vocabulary 3D Instance Segmentation with 2D Mask Guidance

Open3DIS: Open-Vocabulary 3D Instance Segmentation with 2D Mask Guidance

Phuc Nguyen*, Tuan Ngo*, Chuang Gan, Evangelos Kalogerakis, Anh Tran, Cuong Pham, Khoi Nguyen
Conference on Computer Vision and Pattern Recognition (CVPR), 2024

Tackling the open-vocabulary 3D point cloud instance segmentation by using 2D prior

Project Page arXiv Code Video

Projects

VinMap: Detecting Omissions in Geographic Maps through Computer Vision

VinMap: Detecting Omissions in Geographic Maps through Computer Vision

Phuc Nguyen, Anh Do, Minh Hoai
International Conference on Multimedia Analysis and Pattern Recognition (MAPR), 2024

(VinAI Research with the Ministry of Information and Communications). The introduction of VinMap dataset utilizing computer vision to identify counterfeit Vietnam geographic maps online.

Project Page arXiv Code
OpenSUN3D: 2nd Workshop Challenge on Open-Vocabulary 3D Scene Understanding

OpenSUN3D: 2nd Workshop Challenge on Open-Vocabulary 3D Scene Understanding

Phuc Nguyen, Anh Tran, Cuong Pham, Khoi Nguyen
Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2024

VinAI-3DIS has ranked top 1 in Open-Vocabulary 3D instance retrieval track with improved version of Open3DIS

Project Page Code
OpenSUN3D: 1st Workshop Challenge on Open-Vocabulary 3D Scene Understanding

OpenSUN3D: 1st Workshop Challenge on Open-Vocabulary 3D Scene Understanding

Phuc Nguyen, Anh Tran, Cuong Pham, Khoi Nguyen
International Conference on Computer Vision (ICCV) Workshops , 2023

VinAI-3DIS has ranked top 2 in Open-Vocabulary 3D instance retrieval track

Project Page arXiv Code Certificate