3 papers
cs.RO2026
From Distances to Trajectories: Real-Time Signed Distance Function Mapping and Distance-Accelerated Motion Planning for UAVs
Jason Stanley, Zhirui Dai, Qihao Qian +6
Autonomous flight in cluttered environments requires a robot to build a geometric map of its surroundings and plan safe, dynamically feasible trajectories, all onboard and in real…
cs.RO2026
OREN: Octree Residual Network for Real-Time Euclidean Signed Distance Mapping
Zhirui Dai, Qihao Qian, Tianxing Fan +1
Reconstructing signed distance functions (SDFs) from point cloud data benefits many robot autonomy capabilities, including localization, mapping, motion planning, and control. Meth…
cs.CV2024
RailYolact -- A Yolact Focused on edge for Real-Time Rail Segmentation
Qihao Qian
Ensuring obstacle avoidance on the rail surface is crucial for the safety of autonomous driving trains and its first step is to segment the regions of the rail. We chose to build u…