Haowei Zhang
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View article: Portable IoT device for tire text code identification via integrated computer vision system
Portable IoT device for tire text code identification via integrated computer vision system Open
The identification of tire text codes (TTC) during the production and operational phases of tires can significantly improve safety and maintenance practices. Current methods for TTC identification face challenges related to stability, comp…
View article: UniCal: Unified Neural Sensor Calibration
UniCal: Unified Neural Sensor Calibration Open
Self-driving vehicles (SDVs) require accurate calibration of LiDARs and cameras to fuse sensor data accurately for autonomy. Traditional calibration methods typically leverage fiducials captured in a controlled and structured scene and com…
View article: Digital Supply Chain Management
Digital Supply Chain Management Open
Digital transformation in supply chain management has garnered significant attention from both industry and academia. Numerous studies have focused on the emerging concept of digital supply chain management (DSCM). In this research, the au…
View article: Laser Ultrasonic Automatic Detection Method for Surface Microcracks on Metallic Cylinders
Laser Ultrasonic Automatic Detection Method for Surface Microcracks on Metallic Cylinders Open
Metallic cylinders are widely used in various fields of industrial production, and the automatic detection of surface microcracks is of great significance to the subsequent grinding process. In this paper, laser-excited surface acoustic wa…
View article: [Study on the method of polysomnography sleep stage staging based on attention mechanism and bidirectional gate recurrent unit].
[Study on the method of polysomnography sleep stage staging based on attention mechanism and bidirectional gate recurrent unit]. Open
Polysomnography (PSG) monitoring is an important method for clinical diagnosis of diseases such as insomnia, apnea and so on. In order to solve the problem of time-consuming and energy-consuming sleep stage staging of sleep disorder patien…
View article: A machine learning and game theory-based approach for predicting creep behavior of recycled aggregate concrete
A machine learning and game theory-based approach for predicting creep behavior of recycled aggregate concrete Open
In this paper, the SHapley Additive exPlanation (SHAP) is utilized in conjunction with the ensemble machine learning (EML) model to study the creep behaviors of recycled aggregate concrete (RAC) for the first time. Five typical EML models,…
View article: Unsupervised Learning of Lidar Features for Use in a Probabilistic\n Trajectory Estimator
Unsupervised Learning of Lidar Features for Use in a Probabilistic\n Trajectory Estimator Open
We present unsupervised parameter learning in a Gaussian variational\ninference setting that combines classic trajectory estimation for mobile robots\nwith deep learning for rich sensor data, all under a single learning objective.\nThe fra…
View article: Unsupervised Learning of Lidar Features for Use in a Probabilistic Trajectory Estimator
Unsupervised Learning of Lidar Features for Use in a Probabilistic Trajectory Estimator Open
We present unsupervised parameter learning in a Gaussian variational inference setting that combines classic trajectory estimation for mobile robots with deep learning for rich sensor data, all under a single learning objective. The framew…
View article: Active Vitamin D<sub>3</sub> Protects Against Diabetic Kidney Disease by Regulating the JNK Signaling Pathway in Rats
Active Vitamin D<sub>3</sub> Protects Against Diabetic Kidney Disease by Regulating the JNK Signaling Pathway in Rats Open
Diabetic kidney disease (DKD) is an inflammatory disease caused by metabolic disorder. As an important signaling pathway in the inflammatory response, the JNK signaling pathway plays an crucial role in kidney injury in DKD. Vitamin D3 can …