Search Results for author: Tao Yan

Found 17 papers, 2 papers with code

Distributed Robust Learning based Formation Control of Mobile Robots based on Bioinspired Neural Dynamics

no code implementations23 Mar 2024 Zhe Xu, Tao Yan, Simon X. Yang, S. Andrew Gadsden, Mohammad Biglarbegian

This paper addresses the challenges of distributed formation control in multiple mobile robots, introducing a novel approach that enhances real-world practicability.

An Error-Matching Exclusion Method for Accelerating Visual SLAM

no code implementations22 Feb 2024 Shaojie Zhang, Yinghui Wang, Jiaxing Ma, Wei Li, Jinlong Yang, Tao Yan, Yukai Wang, Liangyi Huang, Mingfeng Wang, Ibragim R. Atadjanov

In Visual SLAM, achieving accurate feature matching consumes a significant amount of time, severely impacting the real-time performance of the system.

A Feature Matching Method Based on Multi-Level Refinement Strategy

no code implementations21 Feb 2024 Shaojie Zhang, Yinghui Wang, Jiaxing Ma, Wei Li, Jinlong Yang, Tao Yan, Yukai Wang, Liangyi Huang, Mingfeng Wang, Ibragim R. Atadjanov

Feature matching is a fundamental and crucial process in visual SLAM, and precision has always been a challenging issue in feature matching.

A Robust Error-Resistant View Selection Method for 3D Reconstruction

no code implementations18 Feb 2024 Shaojie Zhang, Yinghui Wang, Bin Nan, Wei Li, Jinlong Yang, Tao Yan, Yukai Wang, Liangyi Huang, Mingfeng Wang, Ibragim R. Atadjanov

To address the issue of increased triangulation uncertainty caused by selecting views with small camera baselines in Structure from Motion (SFM) view selection, this paper proposes a robust error-resistant view selection method.

3D Reconstruction

Analyzing Reward Dynamics and Decentralization in Ethereum 2.0: An Advanced Data Engineering Workflow and Comprehensive Datasets for Proof-of-Stake Incentives

1 code implementation17 Feb 2024 Tao Yan, Shengnan Li, Benjamin Kraner, Luyao Zhang, Claudio J. Tessone

Ethereum 2. 0, as the preeminent smart contract blockchain platform, guarantees the precise execution of applications without third-party intervention.

POS

Region Feature Descriptor Adapted to High Affine Transformations

no code implementations15 Feb 2024 Shaojie Zhang, Yinghui Wang, Bin Nan, Wei Li, Jinlong Yang, Tao Yan, Yukai Wang, Liangyi Huang, Mingfeng Wang, Ibragim R. Atadjanov

To address the issue of feature descriptors being ineffective in representing grayscale feature information when images undergo high affine transformations, leading to a rapid decline in feature matching accuracy, this paper proposes a region feature descriptor based on simulating affine transformations using classification.

A Highlight Removal Method for Capsule Endoscopy Images

no code implementations11 Feb 2024 Shaojie Zhang, Yinghui Wang, Peixuan Liu, Wei Li, Jinlong Yang, Tao Yan, Yukai Wang, Liangyi Huang, Mingfeng Wang, Ibragim R. Atadjanov

The images captured by Wireless Capsule Endoscopy (WCE) always exhibit specular reflections, and removing highlights while preserving the color and texture in the region remains a challenge.

highlight removal

Distributed Neurodynamics-Based Backstepping Optimal Control for Robust Constrained Consensus of Underactuated Underwater Vehicles Fleet

no code implementations18 Aug 2023 Tao Yan, Zhe Xu, Simon X. Yang, S. Andrew Gadsden

Robust constrained formation tracking control of underactuated underwater vehicles (UUVs) fleet in three-dimensional space is a challenging but practical problem.

Distributed Robust Learning-Based Backstepping Control Aided with Neurodynamics for Consensus Formation Tracking of Underwater Vessels

no code implementations18 Aug 2023 Tao Yan, Zhe Xu, Simon X. Yang

This paper addresses distributed robust learning-based control for consensus formation tracking of multiple underwater vessels, in which the system parameters of the marine vessels are assumed to be entirely unknown and subject to the modeling mismatch, oceanic disturbances, and noises.

Distributed Leader Follower Formation Control of Mobile Robots based on Bioinspired Neural Dynamics and Adaptive Sliding Innovation Filter

no code implementations3 May 2023 Zhe Xu, Tao Yan, Simon X. Yang, S. Andrew Gadsden

This paper investigated the distributed leader follower formation control problem for multiple differentially driven mobile robots.

EEG Opto-processor: epileptic seizure detection using diffractive photonic computing units

no code implementations9 Dec 2022 Tao Yan, Maoqi Zhang, Sen Wan, Kaifeng Shang, Haiou Zhang, Xun Cao, Xing Lin, Qionghai Dai

Here, we propose the EEG opto-processor based on diffractive photonic computing units (DPUs) to effectively process the extracranial and intracranial EEG signals and perform epileptic seizure detection.

Brain Computer Interface Edge-computing +2

Optical Neural Ordinary Differential Equations

no code implementations26 Sep 2022 Yun Zhao, Hang Chen, Min Lin, Haiou Zhang, Tao Yan, Xing Lin, Ruqi Huang, Qionghai Dai

Increasing the layer number of on-chip photonic neural networks (PNNs) is essential to improve its model performance.

Image Classification Trajectory Prediction

A Hybrid Tracking Control Strategy for an Unmanned Underwater Vehicle Aided with Bioinspired Neural Dynamics

no code implementations3 Sep 2022 Zhe Xu, Tao Yan, Simon X. Yang, S. Andrew Gadsden

In comparative studies, the proposed combined hybrid control strategy has ensured control signals smoothness, which is critical in real world applications, especially for an unmanned underwater vehicle that needs to operate in complex underwater environments.

Rain Removal from Light Field Images with 4D Convolution and Multi-scale Gaussian Process

1 code implementation16 Aug 2022 Tao Yan, Mingyue Li, Bin Li, Yang Yang, Rynson W. H. Lau

However, making full use of the abundant information available from LFIs, such as 2D array of sub-views and the disparity map of each sub-view, for effective rain removal is still a challenging problem.

Depth Estimation Rain Removal

Consensus Formation Tracking for Multiple AUV Systems Using Distributed Bioinspired Sliding Mode Control

no code implementations16 Jun 2022 Tao Yan, Zhe Xu, Simon X. Yang

Consensus formation tracking of multiple autonomous underwater vehicles (AUVs) subject to nonlinear and uncertain dynamics is a challenging problem in robotics.

All-optical graph representation learning using integrated diffractive photonic computing units

no code implementations23 Apr 2022 Tao Yan, Rui Yang, Ziyang Zheng, Xing Lin, Hongkai Xiong, Qionghai Dai

Photonic neural networks perform brain-inspired computations using photons instead of electrons that can achieve substantially improved computing performance.

Graph Representation Learning

Deformable Object Tracking with Gated Fusion

no code implementations27 Sep 2018 Wenxi Liu, Yibing Song, Dengsheng Chen, Shengfeng He, Yuanlong Yu, Tao Yan, Gerhard P. Hancke, Rynson W. H. Lau

In addition, we also propose a gated fusion scheme to control how the variations captured by the deformable convolution affect the original appearance.

Object Object Tracking

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