Hailiang Zhang

ORCID: 0009-0004-2928-7911
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About
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Research Areas
  • Spectroscopy and Chemometric Analyses
  • Advanced Chemical Sensor Technologies
  • Water Quality Monitoring and Analysis
  • Advanced Computational Techniques and Applications
  • Advanced Neural Network Applications
  • Industrial Vision Systems and Defect Detection
  • Remote Sensing in Agriculture
  • Embedded Systems and FPGA Design
  • Remote Sensing and Land Use
  • Optical measurement and interference techniques
  • Multimodal Machine Learning Applications
  • Identification and Quantification in Food
  • Scientific Computing and Data Management
  • Video Surveillance and Tracking Methods
  • Big Data Technologies and Applications
  • Human Pose and Action Recognition
  • Smart Agriculture and AI
  • Chalcogenide Semiconductor Thin Films
  • Distributed and Parallel Computing Systems
  • Advanced Sensor and Control Systems
  • COVID-19 diagnosis using AI
  • Computational Drug Discovery Methods
  • Spectroscopy Techniques in Biomedical and Chemical Research
  • Autonomous Vehicle Technology and Safety
  • Cloud Computing and Resource Management

East China Jiaotong University
2012-2025

Central South University
2022-2024

Tsinghua University
2023-2024

China Meteorological Administration
2022

Nanjing University of Information Science and Technology
2022

Taizhou University
2022

Jet Propulsion Laboratory
2022

University of Science and Technology of China
2022

Chinese Academy of Sciences
2022

Yantai University
2021

Abstract Background Photosynthetic pigments participating in the absorption, transformation and transfer of light energy play a very important role plant growth. While, spatial distribution foliar is an indicator environmental stress, such as pests, diseases heavy metal stress. Results In this paper, situ quantitative visualization chlorophyll carotenoid was realized by combining Raman spectroscopy with calibration model transfer, laboratory spectral successfully extended to portable field...

10.1186/s13007-020-00704-3 article EN cc-by Plant Methods 2021-01-06

Cooperative perception is challenging for safety-critical autonomous driving applications. The errors in the shared position and pose cause an inaccurate relative transform estimation disrupt robust mapping of Ego vehicle. We propose a distributed object-level cooperative system called OptiMatch, which detected 3D bounding boxes local state information are between connected vehicles. To correct noisy transform, measurements both vehicles (bounding boxes) utilized, optimal transport...

10.1109/iv55152.2023.10186727 article EN 2022 IEEE Intelligent Vehicles Symposium (IV) 2023-06-04

Cooperative perception is a promising technique for intelligent and connected vehicles through vehicle-to-everything (V2X) cooperation, provided that accurate pose information relative transforms are available. Nevertheless, obtaining precise positioning often entails high costs associated with navigation systems. Hence, it required to calibrate multi-agent cooperative perception. This letter proposes simple but effective object association approach named context-based matching (...

10.1109/lra.2024.3374168 article EN IEEE Robotics and Automation Letters 2024-03-06

To assist patients with restricted mobility to control wheelchair freely, this paper presents an eye-movement-controlled prototype based on a flexible hydrogel biosensor and Wavelet Transform-Support Vector Machine (WT-SVM) algorithm. Considering the poor deformability biocompatibility of rigid metal electrodes, we propose made conductive HPC/PVA (Hydroxypropyl cellulose/Polyvinyl alcohol) PDMS (Polydimethylsiloxane) substrate. The proposed is affixed user's forehead collect electrooculogram...

10.3390/bios11060198 article EN cc-by Biosensors 2021-06-16

A portable near infrared spectroscopy system was developed for assessing the quality of Nanfeng mandarin fruit. One hundred and fifty-three samples were used to measure performance system. Several pretreatment methods adopted process spectra. Then Support Vector Machine (SVM), Back Propagation Neural Network (BPNN) Partial Least Square (PLS) build models soluble solids content (SSC), titratable acidity (TA), vitamin C surface color. The best results obtained by SVM. correlation coefficient...

10.25165/ijabe.v2i1.42 article EN International journal of agricultural and biological engineering 2009-04-03

Abstract Motivation The drug-likeness has been widely used as a criterion to distinguish drug-like molecules from non-drugs. Developing reliable computational methods predict the of compounds is crucial triage unpromising and accelerate drug discovery process. Results In this study, deep learning method was developed based on graph convolutional attention network (D-GCAN) directly molecular structures. showed that D-GCAN model outperformed other state-of-the-art models for prediction....

10.1093/bioinformatics/btac676 article EN Bioinformatics 2022-10-08

During the growth of CH3NH3PbI3−xClx (MAPbI3−xClx) perovskite films by two-step inter-diffusion method, presence a trace amount oxygen gas is critical to their physical properties and photovoltaic performance. As concentration increases, poor film morphologies incomplete surface coverage are observed. Moreover, XRD, Raman scattering, photoluminescence measurements, we find that MAPbI3−xClx grains become more distorted electron-hole recombination rate dramatically increases. Higher triggers...

10.1063/1.4940368 article EN Applied Physics Letters 2016-01-18

Tea diseases are one of the main causes tea yield reduction, and use computer vision for classification diagnosis is an effective means disease management. However, random location lesions, high symptom similarity, complex background make recognition images difficult. Therefore, this paper proposes a IterationVIT model that integrates convolution iterative transformer. The consists superimposed bottleneck layer extracting local features leaves. algorithm incorporates attention mechanism...

10.3390/biology12071017 article EN cc-by Biology 2023-07-17

Terahertz (THz) vibrational modes are characterized by nonlocal, collective molecular motions which relevant to conformational changes and functions in biological systems. We have investigated the THz spectra of a set small bionanotubes can serve as very simple models membrane pores, examined character impact transport processes. In this work, crystalline VA class dipeptide nanotubes were calculated at both harmonic self-consistent field (VSCF) level using CHARMM22 force with periodic...

10.1021/ja805581n article EN Journal of the American Chemical Society 2008-12-04

The soluble solids content (SSC) of pears is mainly composed sugars, organic acids, and other substances one the important indices used to measure sweetness quality pear juice. SSC amino esters, alcohols, phenols, flavonoids, compounds, different groups within these compounds have characteristic absorption peaks corresponding wavelengths. Traditional methods such as genetic algorithm (GA) competitive adaptive reweighted sampling (CARS) models for screening wavelengths are based on...

10.3390/agriculture13081491 article EN cc-by Agriculture 2023-07-27

The thermal entanglement in (1/2,1) mixed-spin Heisenberg XXZ model is investigated under an external nonuniform magnetic field. In the uniform field system, critical B c and temperature T are increased by increasing anisotropic parameter k. degree of b plays important role improving enlarging region system.

10.1007/s11433-009-0222-y article EN Science in China. Series G, Physics, mechanics & astronomy/Science in China. Series G, Physics, Mechanics & Astronomy 2009-12-01

10.1016/j.aml.2011.02.011 article EN publisher-specific-oa Applied Mathematics Letters 2011-02-23
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