no code implementations • 13 May 2024 • Ruihang Ji, Shuzhi Sam Ge, Kai Zhao
This paper studies a Coded Event-triggered Control (CEC) for a class of nonlinear systems under any initial condition.
no code implementations • IEEE TRANSACTIONS ON SYSTEMS 2024 • Ruihang Ji, Shuzhi Sam Ge, Kai Zhao, Member, and Haizhou Li, Fellow, IEEE
Abstract—This article addresses the entry capture problem (ECP) of uncertain nonlinear systems under asymmetric performance constraints.
1 code implementation • 11 Oct 2023 • Xinyu Zhang, Li Wang, Jian Chen, Cheng Fang, Lei Yang, Ziying Song, Guangqi Yang, Yichen Wang, Xiaofei Zhang, Jun Li, Zhiwei Li, Qingshan Yang, Zhenlin Zhang, Shuzhi Sam Ge
Compared with commonly used 3D radars, the latest 4D radars have precise vertical resolution and higher point cloud density, making it a highly promising sensor for autonomous driving in complex environmental perception.
no code implementations • 8 Oct 2022 • Yixiang Shan, Jielong Yang, Xing Liu, Yixing Gao, Hechang Chen, Shuzhi Sam Ge
Our model solves the first issue by simultaneously learning multiple relation graphs of data samples as well as a relation network of graphs, and solves the second and the third issue by selecting important data features as well as important data sample relations.
no code implementations • 10 May 2022 • Peng Wang, Haibin Wang, Shuzhi Sam Ge, Xiaobing Zhang
This paper addresses the balanced control between performance and saturation for a class of constrained nonlinear systems, including the branches: balanced command filtered backstepping (BCFB) and balanced performance control (BPC).
no code implementations • 19 Sep 2021 • Chen Wang, Feng Zhang, Xiatian Zhu, Shuzhi Sam Ge
Human pose estimation has achieved significant progress on images with high imaging resolution.
1 code implementation • 27 Jul 2021 • Song Tang, Yan Yang, Zhiyuan Ma, Norman Hendrich, Fanyu Zeng, Shuzhi Sam Ge, ChangShui Zhang, Jianwei Zhang
To reach this goal, we construct the nearest neighborhood for every target data and take it as the fundamental clustering unit by building our objective on the geometry.
no code implementations • 18 Aug 2020 • Meichen Liu, Kejun Wang, Juihang Ji, Shuzhi Sam Ge
To address this issue, we propose a novel person pose-guided image generation method, which is called the semantic attention network.
no code implementations • 20 Jun 2020 • Cong Wang, Witold Pedrycz, Zhiwu Li, Mengchu Zhou, Shuzhi Sam Ge
G-images refer to image data defined on irregular graph domains.
1 code implementation • 23 May 2020 • Qiong Liu, Dongyu Li, Shuzhi Sam Ge, Zhong Ouyang
Composite adaptive radial basis function neural network (RBFNN) control with a lattice distribution of hidden nodes has three inherent demerits: 1) the approximation domain of adaptive RBFNNs is difficult to be determined a priori; 2) only a partial persistence of excitation (PE) condition can be guaranteed; and 3) in general, the required number of hidden nodes of RBFNNs is enormous.
no code implementations • 29 Sep 2019 • Fangwen Tu, Shuzhi Sam Ge, Yoo Sang Choo, Chang Chieh Hang
In this paper, robust control with sea state observer and dynamic thrust allocation is proposed for the Dynamic Positioning (DP) of an accommodation vessel in the presence of unknown hydrodynamic force variation and the input time delay.
no code implementations • journal 2019 • ZhiGang Liu, Dongyu Li, Shuzhi Sam Ge, Feng Tian
It concatenates the features of the different layers into a fused feature map to provide sufficient information for small traffic sign detection.
no code implementations • 21 Dec 2018 • Fangwen Tu, Shuzhi Sam Ge, Yazhe Tang, Chang Chieh Hang
A saliency guided hierarchical visual tracking (SHT) algorithm containing global and local search phases is proposed in this paper.
no code implementations • 19 Dec 2018 • Fangwen Tu, Shuzhi Sam Ge, Chang Chieh Hang
The generated four local heat maps will facilitate to rectify the holistic map by eliminating the distracters to avoid drifting.
1 code implementation • 12 Oct 2018 • Lahiru Jayasinghe, Tharaka Samarasinghe, Chau Yuen, Jenny Chen Ni Low, Shuzhi Sam Ge
This paper, introduces a system model that incorporates temporal convolutions with both long term and short term time dependencies.
1 code implementation • 12 Aug 2018 • Hui Feng, Shan-Shan Wang, Shuzhi Sam Ge
Computer vision based fine-grained recognition has received great attention in recent years.
no code implementations • 1 May 2018 • Hui Feng, Shan-Shan Wang, Shuzhi Sam Ge
Although, the existing approaches are good at action recognition, it is a great challenge to recognize a group of actions in an activity scene.
no code implementations • 29 May 2017 • Mingming Li, Rui Jiang, Shuzhi Sam Ge, Tong Heng Lee
In this paper, we present the Role Playing Learning (RPL) scheme for a mobile robot to navigate socially with its human companion in populated environments.