Chenyang Ma

ORCID: 0009-0006-2223-9583
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About
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Research Areas
  • Remote Sensing and Land Use
  • Remote-Sensing Image Classification
  • Electrochemical sensors and biosensors
  • Concrete and Cement Materials Research
  • Topic Modeling
  • Advanced Nanomaterials in Catalysis
  • Microbial Applications in Construction Materials
  • Multimodal Machine Learning Applications
  • Tribology and Wear Analysis
  • Advanced Image Fusion Techniques
  • Gaze Tracking and Assistive Technology
  • Domain Adaptation and Few-Shot Learning
  • Conducting polymers and applications
  • Grouting, Rheology, and Soil Mechanics
  • Metamaterials and Metasurfaces Applications
  • Optical measurement and interference techniques
  • Advanced Neural Network Applications
  • Advanced Antenna and Metasurface Technologies
  • Seismology and Earthquake Studies
  • Quantum Dots Synthesis And Properties
  • Electromagnetic wave absorption materials
  • Fiber-reinforced polymer composites
  • Gear and Bearing Dynamics Analysis
  • Tactile and Sensory Interactions
  • Advancements in Battery Materials

Beijing University of Posts and Telecommunications
2024

Xi'an University of Technology
2024

Northwestern Polytechnical University
2023

Shandong University
2022-2023

University of Michigan–Ann Arbor
2022

Nanjing University of Information Science and Technology
2019

Nanjing Foreign Language School
2018

Jiangnan University
2015

Kernel methods, e.g., composite kernels (CKs) and spatial-spectral (SSKs), have been demonstrated to be an effective way exploit the information nonlinearly for improving classification performance of hyperspectral image (HSI). However, these methods are always conducted with square-shaped window or superpixel techniques. Both techniques likely misclassify pixels that lie at boundaries class, thus a small target is smoothed away. To alleviate problems, in this paper, we propose novel...

10.1109/tcsvt.2019.2946723 article EN IEEE Transactions on Circuits and Systems for Video Technology 2019-10-11

The kernel-based spatial-spectral approach has been widely used for hyperspectral image (HSI) classification in recent years, where composite kernel (CK) and (SSK) are the most representative methods. Unlike CK, SSK measures similarity of two clusters space to capture hidden manifold HSI, which proven be powerful handle well-known sample selection bias problem. However, cluster feature is always handled by a spatial filter treats as collection individually independent pixels. This neither...

10.1109/jstars.2019.2915588 article EN IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 2019-05-29

The ability to associate touch with sight is essential for tasks that require physically interacting objects in the world. We propose a dataset paired visual and tactile data called Touch Go, which human collectors probe natural environments using sensors, while simultaneously recording egocentric video. In contrast previous efforts, have largely been confined lab settings or simulated environments, our spans large number of "in wild" scenes. To demonstrate dataset's effectiveness, we...

10.48550/arxiv.2211.12498 preprint EN cc-by arXiv (Cornell University) 2022-01-01

Carbon Nanotubes (CNTs) reinforced Polymer-Matrix Composites (PMCs) is widely used as insulation materials in thermal protection system of aerospace propulsion. However, CNTs are prone to oxidation and have high conductivities, which makes it difficult improve the ablation resistance that contain CNTs. SiO2 was encapsulated onto surface (CNTs@SiO2), were then added Ethylene Propylene Diene Monomer (EPDM) rubber prepare materials. Thermogravimetric analysis test evaluate ablation....

10.1016/j.cja.2023.11.005 article EN cc-by-nc-nd Chinese Journal of Aeronautics 2023-11-09

Geospatial semantic segmentation on remote sensing images suffers from large intra-class variance in both fore-ground and background classes. First, foreground objects are tiny the represented by only a few pixels, which leads to undermines discrimination between classes (issue firstly considered this work). Second, class contains complex context, results false alarms due variance. To alleviate these two issues, we construct sparse complete latent structure via prototypes. In particular,...

10.1109/cvpr52688.2022.00185 article EN 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2022-06-01

Designing dielectric absorber materials with wideband absorption, wide-angle performance, and lightweight characteristics remains a significant challenge. Inspired by the porous structure of volcanic rock, this study employed simple one-step hydrothermal method bubble assistance to synthesize micro/mesoporous Ni2P−Cu3P binary nanophosphides, which were then enhanced CNTs create three-dimensional mesh structure. The nanocomposite not only facilitates formation rich heterogeneous interfaces on...

10.1021/acsanm.4c03015 article EN ACS Applied Nano Materials 2024-07-30

10.1109/ijcnn60899.2024.10651198 article EN 2022 International Joint Conference on Neural Networks (IJCNN) 2024-06-30

Fault detection can provide constructive guidance for the predictive maintenance of rolling element bearings. For detecting different faults, permutation entropy (PE) has served as an effective tool due to its ability measure dynamic complexity fault signals. Unfortunately, existing PE-based methods only consider one-fold oscillatory pattern, which limits feature extraction ability. To address above issue, this paper proposed multiresolution (MRPE) match patterns by multiple wavelets. Based...

10.1109/srse59585.2023.10336100 article EN 2023-10-20

In this paper, aiming at robot target recognition and path planning, an algorithm of based on clustering analysis, which eliminates the traditional boundary extraction algorithm, decreases CPU time, improves real-time performance, is proposed, a related hardware software module design are implemented, including claw grab mechanism, drive control unit, visual Mecanum four-wheeled mobile platform, universal driver, app, etc. The can realize automatic operation manual by training calibration...

10.1088/1757-899x/435/1/012020 article EN IOP Conference Series Materials Science and Engineering 2018-11-05

The objective of this work is to optimize the performance a constant flow parallel mechanical displacement micropump, which has pump chambers and incorporates passive check valves. critical task minimize pressure pulse caused by regurgitation, negatively impacts rate, during reciprocating motion when left right pumps interchange their role aspiration transfusion. Previous works attempt solve issue via design In work, novel concept overlap time proposed, solved from aspect control theory...

10.48550/arxiv.2109.08717 preprint EN other-oa arXiv (Cornell University) 2021-01-01

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10.11834/jrs.20211282 article DA National Remote Sensing Bulletin 2021-01-01
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