12 citations · 12 across the 2 of their papers we have counts for
5 papers
An Empirical Study of Low Precision Quantization for TinyML
Shaojie Zhuo, Hongyu Chen, Ramchalam Kinattinkara Ramakrishnan +5
Tiny machine learning (tinyML) has emerged during the past few years aiming to deploy machine learning models to embedded AI processors with highly constrained memory and computati…
Advanced Mapping Robot and High-Resolution Dataset
Hongyu Chen, Zhijie Yang, Xiting Zhao +8
This paper presents a fully hardware synchronized mapping robot with support for a hardware synchronized external tracking system, for super-precise timing and localization. Nine h…
Improving CNN-based Planar Object Detection with Geometric Prior Knowledge
Jianxiong Cai, Jiawei Hou, Yiren Lu +3
In this paper, we focus on the question: how might mobile robots take advantage of affordable RGB-D sensors for object detection? Although current CNN-based object detectors have a…
Heterogeneous Multi-sensor Calibration based on Graph Optimization
Hongyu Chen, Sören Schwertfeger
Many robotics and mapping systems contain multiple sensors to perceive the environment. Extrinsic parameter calibration, the identification of the position and rotation transform b…
Towards Generation and Evaluation of Comprehensive Mapping Robot Datasets
Hongyu Chen, Xiting Zhao, Jianwen Luo +8
This paper presents a fully hardware synchronized mapping robot with support for a hardware synchronized external tracking system, for super-precise timing and localization. We als…