Deep learning-based medical image segmentation of the aorta using XR-MSF-U-Net

W Chen, H Huang, J Huang, K Wang, H Qin… - Computer methods and …, 2022 - Elsevier
Purpose This paper proposes a CT images and MRI segmentation technology of cardiac
aorta based on XR-MSF-U-Net model. The purpose of this method is to better analyze the …

An improved YOLOv3 algorithm to detect molting in swimming crabs against a complex background

C Tang, G Zhang, H Hu, P Wei, Z Duan, Y Qian - Aquacultural Engineering, 2020 - Elsevier
Traditional methods of breeding soft-shell crabs mainly rely on manual identification, which
has high costs regarding manpower and resources. Manual inspection may also interfere …

A comprehensive survey of optical remote sensing image segmentation methods

Y Wang, H Lv, R Deng, S Zhuang - Canadian Journal of Remote …, 2020 - Taylor & Francis
Many papers have reviewed remote sensing image segmentation (RSIS) algorithms
currently. Those existing surveys are insufficiently exhaustive to sort out the various RSIS …

Research on image identification method of rock thin slices in tight oil reservoirs based on Mask R-CNN

T Liu, C Li, Z Liu, K Zhang, F Liu, D Li, Y Zhang, Z Liu… - Energies, 2022 - mdpi.com
Terrestrial tight oil has extremely strong diagenesis heterogeneity, so a large number of rock
thin slices are needed to reveal the real microscopic pore-throat structure characteristics. In …

[PDF][PDF] Mobile-Deep Based PCB Image Segmentation Algorithm Research.

L Liu, C Ke, H Lin - Computers, Materials & Continua, 2023 - cdn.techscience.cn
Aiming at the problems of inaccurate edge segmentation, the hole phenomenon of
segmenting large-scale targets, and the slow segmentation speed of printed circuit boards …

Research on Green View Index of Urban Roads Based on Street View Image Recognition: A Case Study of Changsha Downtown Areas

Y Chen, Q Zhang, Z Deng, X Fan, Z Xu, X Kang, K Pan… - Sustainability, 2022 - mdpi.com
In this paper, we took the urban roads in the Changsha downtown areas as an example to
identify the green view index (GVI) of urban roads based on street view images (SVIs). First …

Highlighted deep learning based identification of pharmaceutical blister packages

JS Wang, AM Ambikapathi, Y Han… - 2018 IEEE 23rd …, 2018 - ieeexplore.ieee.org
Precise identification of blister packages carries utmost importance at dispensing stations,
where numerous prescriptions are to be efficiently dispensed by pharmacists. However, the …

Image segmentation under the optimization algorithm of krill swarm and machine learning

Q Geng, H Yan - Computational Intelligence and Neuroscience, 2022 - Wiley Online Library
This study aims to improve the efficiency and accuracy of image segmentation, and to
compare and study traditional threshold‐based image segmentation methods and machine …

XR-MSF-Unet: Automatic Segmentation Model for COVID-19 Lung CT Images.

XIE Juanying, Z Kaiyun - … of Frontiers of Computer Science & …, 2022 - search.ebscohost.com
The COVID-19 epidemic has threatened the human being. The automatic and accurate
segmentation for the infected area of the COVID-19 CT images can help doctors to make …

A fast SAR image segmentation method based on improved chicken swarm optimization algorithm

J Liang, L Wang, M Ma, J Zhang - Multimedia Tools and Applications, 2018 - Springer
Severe speckle noise existed in synthetic aperture radar (SAR) image presents a challenge
to image segmentation. Though some traditional segmentation methods for SAR image …