Robotics · Mapping · Perception · Navigation

Yang Liu

PhD Candidate · Wuhan University

My research interests lie in embodied AI navigation, with a focus on visual semantic SLAM, semantic perception, vision-language navigation, static and dynamic object perception, and spatial intelligence. I have independently developed several semantic localization and navigation systems. I am currently pursuing a PhD at Wuhan University under the supervision of Professor Chi Guo at the School of Robotics. I expect to graduate in late 2026 and am currently seeking career opportunities. Please feel free to reach out to connect or exchange ideas.

Selected projects

Research systems & demonstrations

OMD sequence
Real scene
KITTI sequence
SLAM · Tracking

SLAM and Multi-Object Tracking

Camera localization combined with tracking of multiple moving objects. The demos show both the lightweight version and the full version with local bundle adjustment (BA).

Indoor mapping
Outdoor mapping
Semantic Mapping

Object-Level Semantic Mapping

This project organizes a scene around recognizable objects instead of only sparse geometric features. Indoor and outdoor demos show object-aware mapping in different settings.

MH01 sequence
Visual-Inertial Odometry

Lightweight Visual-Inertial Odometry

A compact odometry system combining camera and inertial measurements to estimate motion. The MH01 sequence illustrates its trajectory and map output.

Publications

SDS-SLAM: VSLAM Fusing Static and Dynamic Semantic Information for Driving ScenariosYang Liu, et al. · IEEE Transactions on Automation Science and Engineering · 2025
DynaMeshSLAM: A Mesh-Based Dynamic Visual SLAMMOT MethodYang Liu, et al. · IEEE Robotics and Automation Letters · 2024
图像语义信息在视觉 SLAM 中的应用研究进展Yang Liu, et al. · 测绘学报 · 2024
Object-Aware Data Association for the Semantically Constrained Visual SLAMYang Liu, et al. · Intelligent Service Robotics · 2023