Hello, I'm Jiahao Ma

I am a second-year PhD student in Computer Science at Australian National University where I am advised by Miaomiao Liu, David Ahmedt Aristizabal and Chuong Nguyen. Before that, I received my Master of Philosophy degree supervised by Liang Zheng from Australian National University in 2023. My current research interest lies in 3D reconstruction and novel view synthesis.

Scholar Github

Publications

SOAF: Scene Occlusion-aware Neural Acoustic Field

Huiyu Gao*, Jiahao Ma*, David Ahmedt-Aristizabal, Chuong Nguyen, Miaomiao Liu,

Arxiv preprint

SOAF models room geometry and wall occlusions for sound propagation.

Project Page Paper

HashPoint: Accelerated Point Searching and Sampling for Neural Rendering

Jiahao Ma, Miaomiao Liu, David Ahmedt-Aristizabal, Chuong Nguyen,

CVPR, 2024 Highlight

HashPoint accelerates the volume rendering by combining rasterization with ray tracing.

Project Page Paper

Multiview Detection with Cardboard Human Modeling

Jiahao Ma*, Zicheng Duan*, Liang Zheng, Chuong Nguyen,

ACCV, 2024

Cardboard human modeling aggregate multiview pedestrian features.

Code Paper

Voxelized 3D Feature Aggregation for Multiview Detection

Jiahao Ma, Jinguang Tong, Shan Wang, Zicheng Duan, Chuong Nguyen,

DICTA, 2024

VFA, a voxelized 3D feature aggregation method, improves multiview detection accuracy by reducing occlusion and projection errors.

Code Dataset Paper

* denotes equal contribution.

Projects

Multiview animal monitoring

Multiview detection algorithm design and synthetic dataset generation.

Publication: The paper has been accepted by DICTA 2024.
MultiviewC dataset: Proposed the MultiviewC dataset for multiview animal action recognition, 3D detection, and tracking.

Dataset+Engine Paper