Hao Xia
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Author Swipe
View article: Detection of weeds in vegetables using image classification neural networks and image processing
Detection of weeds in vegetables using image classification neural networks and image processing Open
Weed management presents a major challenge to vegetable growth. Accurate identification of weeds is essential for automated weeding. However, the wide variety of weed types and their complex distribution creates difficulties in rapid and a…
View article: Thermoelectric Transient Cooling in Alternating Current Mode for Hotspots Elimination
Thermoelectric Transient Cooling in Alternating Current Mode for Hotspots Elimination Open
View article: LSA-PINN: A new method based on Physics-Informed Neural Network with lightweight self-attention for solving modified Bloch equation
LSA-PINN: A new method based on Physics-Informed Neural Network with lightweight self-attention for solving modified Bloch equation Open
The Spin-Exchange Relaxation-Free (SERF) atomic magnetometers play an increasingly significant roles in cardiac and brain magnetometry fields, etc. For the SERF atomic magnetometer, the evolution and interaction with the magnetic field of …
View article: Lsa-Pinn: A New Method Based on Physics-Informed Neural Network with Lightweight Self-Attention for Solving Modified Bloch Equation
Lsa-Pinn: A New Method Based on Physics-Informed Neural Network with Lightweight Self-Attention for Solving Modified Bloch Equation Open
View article: Assessment of Stoplog Gates’ Operational Effectiveness for Improving Discharged-Water Temperatures during the Thermal Stratification Period in a Reservoir
Assessment of Stoplog Gates’ Operational Effectiveness for Improving Discharged-Water Temperatures during the Thermal Stratification Period in a Reservoir Open
The discharge of low-temperature water from the middle and lower layers of thermally stratified dam reservoirs leads to thermal pollution and adversely affects fish production and reproduction in downstream rivers. Selective water withdraw…
View article: Prediction model of the outflow temperature from stratified reservoir regulated by stratified water intake facility based on machine learning algorithm
Prediction model of the outflow temperature from stratified reservoir regulated by stratified water intake facility based on machine learning algorithm Open
Temperature rhythm changes in outflows after reservoir construction cause thermal pollution in downstream rivers, which is unfavorable to the ecological health of downstream rivers. Stratified water intake facilities can effectively mitiga…
View article: VINS-Dimc: A Visual-Inertial Navigation System for Dynamic Environment Integrating Multiple Constraints
VINS-Dimc: A Visual-Inertial Navigation System for Dynamic Environment Integrating Multiple Constraints Open
Most visual–inertial navigation systems (VINSs) suffer from moving objects and achieve poor positioning accuracy in dynamic environments. Therefore, to improve the positioning accuracy of VINS in dynamic environments, a monocular visual–in…
View article: Unmixing-Based PAN-Guided Fusion Network for Hyperspectral Imagery
Unmixing-Based PAN-Guided Fusion Network for Hyperspectral Imagery Open
The hyperspectral image (HSI) has been widely used in many applications due\nto its fruitful spectral information. However, the limitation of imaging\nsensors has reduced its spatial resolution that causes detail loss. One\nsolution is to …
View article: Monocular Visual-Inertial Navigation for Dynamic Environment
Monocular Visual-Inertial Navigation for Dynamic Environment Open
Simultaneous localization and mapping (SLAM) systems have been generally limited to static environments. Moving objects considerably reduce the location accuracy of SLAM systems, rendering them unsuitable for several applications. Using a …
View article: Visual Positioning in Indoor Environments Using RGB-D Images and Improved Vector of Local Aggregated Descriptors
Visual Positioning in Indoor Environments Using RGB-D Images and Improved Vector of Local Aggregated Descriptors Open
Positioning information has become one of the most important information for processing and displaying on smart mobile devices. In this paper, we propose a visual positioning method using RGB-D image on smart mobile devices. Firstly, the p…
View article: An evaluation index system for intellectual capital evaluation based on machine learning
An evaluation index system for intellectual capital evaluation based on machine learning Open
Currently, there is not yet a mature evaluation index system of intellectual capital among enterprises. The lack of such a system hinders the smooth transform of capital to enterprise value. Therefore, this paper attempts to set up an effe…
View article: Texture Synthesis Repair of RealSense D435i Depth Images with Object-Oriented RGB Image Segmentation
Texture Synthesis Repair of RealSense D435i Depth Images with Object-Oriented RGB Image Segmentation Open
A depth camera is a kind of sensor that can directly collect distance information between an object and the camera. The RealSense D435i is a low-cost depth camera that is currently in widespread use. When collecting data, an RGB image and …
View article: Comparing Fully Deep Convolutional Neural Networks for Land Cover Classification with High-Spatial-Resolution Gaofen-2 Images
Comparing Fully Deep Convolutional Neural Networks for Land Cover Classification with High-Spatial-Resolution Gaofen-2 Images Open
Land cover is an important variable of the terrestrial ecosystem that provides information for natural resources management, urban sprawl detection, and environment research. To classify land cover with high-spatial-resolution multispectra…
View article: Res-WGAN: Image Classification for Plant Small-scale Datasets
Res-WGAN: Image Classification for Plant Small-scale Datasets Open
Background: Artificial identification of rare plants is an important yet challenging problem in plant taxonomy. Although deep learning-based method can accurately predict rare plant category from training samples, accuracy requirements of …
View article: Probability-Based Indoor Positioning Algorithm Using iBeacons
Probability-Based Indoor Positioning Algorithm Using iBeacons Open
High-precision indoor positioning is important for modern society. This paper proposes a way to achieve high positioning accuracy and obtain a trajectory close to the actual path in a common application scenario by smartphone without the u…
View article: Influences of the current density on the performances of the chrome-plated layer in deterministic electroplating repair
Influences of the current density on the performances of the chrome-plated layer in deterministic electroplating repair Open
Deterministic electroplating repair is a novel method for rapidly repairing the attrited parts. By the qualitative contrast and quantitative comparison, influences of the current density on performances of the chrome-plated layer were conc…
View article: Erratum
Erratum Open
View article: Mapping Urban Environmental Noise Using Smartphones
Mapping Urban Environmental Noise Using Smartphones Open
Noise mapping is an effective method of visualizing and accessing noise pollution. In this paper, a noise-mapping method based on smartphones to effectively and easily measure environmental noise is proposed. By using this method, a noise …
View article: Optimal Coordination in Distributed Software Development
Optimal Coordination in Distributed Software Development Open
The construction of a software system requires not only individual coding effort from team members to realize the various functionalities, but also adequate team coordination to integrate the developed code into a consistent, efficient, an…
View article: Using Multiple Barometers to Detect the Floor Location of Smart Phones with Built-in Barometric Sensors for Indoor Positioning
Using Multiple Barometers to Detect the Floor Location of Smart Phones with Built-in Barometric Sensors for Indoor Positioning Open
Following the popularity of smart phones and the development of mobile Internet, the demands for accurate indoor positioning have grown rapidly in recent years. Previous indoor positioning methods focused on plane locations on a floor and …