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Insulator Fault Detection in Aerial Images based on the Mixed-grouped Fire Single-shot Multibox Detector

期刊: JOURNAL OF IMAGING SCIENCE AND TECHNOLOGY, 2021; 65 (3)

In a complex background, insulator fault is the main factor behind transmission accidents. With the wide application of unmanned aerial vehicle (UAV) ......

Design of Portable Electrocardiograph Monitoring System

期刊: JOURNAL OF IMAGING SCIENCE AND TECHNOLOGY, 2021; 65 (3)

Cardiovascular disease is one of the major diseases that threaten the human health. But the existing electrocardiograph (ECG) monitoring system has ma......

Study on Portrait Tracking Technology of Deep Feature Learning in Monitoring Image Acquisition

期刊: JOURNAL OF IMAGING SCIENCE AND TECHNOLOGY, 2021; 65 (4)

In a network information society, there are many occasions where people's behaviors need to be tracked, photographed, and recognized. Biometric recogn......

Segmentation of Intracerebral Hemorrhage based on Improved U-Net

期刊: JOURNAL OF IMAGING SCIENCE AND TECHNOLOGY, 2021; 65 (3)

Automatic medical image segmentation effectively aids in stroke diagnosis and treatment. In this article, an improved U-Net neural network for auxilia......

Research of Intelligent Angle Correction Manipulator in Treatment of Joint Injury After Operation

期刊: JOURNAL OF IMAGING SCIENCE AND TECHNOLOGY, 2021; 65 (3)

With the continuous development of medical technology, it is very important for patients with upper limb injury caused by various reasons to carry out......

Multi-feature Fusion of Deep Neural Network for Screening Atrial Fibrillation Using ECG Signals

期刊: JOURNAL OF IMAGING SCIENCE AND TECHNOLOGY, 2021; 65 (3)

Atrial fibrillation (AF) is the most common cardiac arrhythmia, and it can cause a variety of cardiovascular diseases. This brings great hidden danger......

A New Algorithm for Analysis of MiRNA Expression Profiles-SVM-RFE-FKNN

期刊: JOURNAL OF IMAGING SCIENCE AND TECHNOLOGY, 2021; 65 (3)

Based on MicroRNA (miRNA) expression profiles, this article proposes a new algorithm-SVM-RFE-FKNN, which combines the support vector machine-recursive......

Research on 3D Modeling Software Maya Digital Media Animation Assisted Brain Surgery Technology

期刊: JOURNAL OF IMAGING SCIENCE AND TECHNOLOGY, 2021; 65 (2)

This article uses the three-dimensional (3D) modeling software Maya and the 3D interactive software Unity3D to develop an interactive teaching system ......

Composite MRI Task Construction from CT Images based on Deep Convolution Neural Network

期刊: JOURNAL OF IMAGING SCIENCE AND TECHNOLOGY, 2021; 65 (3)

In traditional CBCT guided radiotherapy, the conventional process is to scan a planned CT image of the patient before treatment, and use the CT image ......

The Development of an Identification Photo Booth System based on a Deep Learning Automatic Image Capturing Method

期刊: JOURNAL OF IMAGING SCIENCE AND TECHNOLOGY, 2021; 65 (2)

With advances in technology, photo booths equipped with automatic capturing systems have gradually replaced the identification (ID) photo service prov......

Multi-UAV Cooperative Task Planning for Border Patrol based on Hierarchical Optimization

期刊: JOURNAL OF IMAGING SCIENCE AND TECHNOLOGY, 2021; 65 (4)

In order to improve the patrol efficiency of border patrol drones, based on unmanned aerial vehicle (UAV) border patrol missions in multiple complex e......

Accurate and Automatic 3D Segmentation of Femur and Pelvis from CT Images of the Hip based on Deep Learning

期刊: JOURNAL OF IMAGING SCIENCE AND TECHNOLOGY, 2021; 65 (3)

Background: Prosthesis design of hip joint and computer-assisted surgical planning can benefit from segmentation-based computed tomography (CT). Purpo......

Deep Intelligent Neural Network for Medical Geographic Small-target Intelligent Satellite Image Super-resolution

期刊: JOURNAL OF IMAGING SCIENCE AND TECHNOLOGY, 2021; 65 (3)

In the field of single-image super-resolution (SISR) research, neural networks and deep learning methods are gradually being widely used by researcher......

Accurate Heart Disease Prediction via Improved Stacking Integration Algorithm

期刊: JOURNAL OF IMAGING SCIENCE AND TECHNOLOGY, 2021; 65 (3)

The stacking algorithm has better generalization ability than other learning algorithms, and can flexibly handle different tasks. The basic model of t......

Application of Deep Transfer Learning to the Classification of Colorectal Cancer Lymph Node Metastasis

期刊: JOURNAL OF IMAGING SCIENCE AND TECHNOLOGY, 2021; 65 (3)

Accurate classifications of colorectal cancer (CRC) lymph node metastasis (LNM) could assist radiologists in increasing the diagnostic accuracy and he......

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