Convolutional-neural-network assisted segmentation and SVM classification of brain tumor in clinical MRI slices
Due to the increased disease occurrence rates in humans, the need for the Automated
Disease Diagnosis (ADD) systems is also raised. Most of the ADD systems are proposed to …
Disease Diagnosis (ADD) systems is also raised. Most of the ADD systems are proposed to …
[HTML][HTML] Reaction diffusion system prediction based on convolutional neural network
The reaction-diffusion system is naturally used in chemistry to represent substances reacting
and diffusing over the spatial domain. Its solution illustrates the underlying process of a …
and diffusing over the spatial domain. Its solution illustrates the underlying process of a …
[HTML][HTML] Towards improved unmanned aerial vehicle edge intelligence: A road infrastructure monitoring case study
Consumer-grade Unmanned Aerial Vehicles (UAVs) are poorly suited to monitor complex
scenes where multiple analysis tasks need to be carried out in real-time and in parallel to …
scenes where multiple analysis tasks need to be carried out in real-time and in parallel to …
Acceleration design for continuum topology optimization by using Pix2pix neural network
HL Ye, JC Li, BS Yuan, N Wei, YK Sui - International Journal of …, 2021 - World Scientific
Aiming at speeding up the process of topology optimization and generating a novel high-
quality topology configuration, a topology optimization design with lightweight structure …
quality topology configuration, a topology optimization design with lightweight structure …
[HTML][HTML] Autosegmentation of prostate zones and cancer regions from biparametric magnetic resonance images by using deep-learning-based neural networks
CC Lai, HK Wang, FN Wang, YC Peng, TP Lin… - Sensors, 2021 - mdpi.com
The accuracy in diagnosing prostate cancer (PCa) has increased with the development of
multiparametric magnetic resonance imaging (mpMRI). Biparametric magnetic resonance …
multiparametric magnetic resonance imaging (mpMRI). Biparametric magnetic resonance …
Mitigating docker security issues
R Yasrab - arXiv preprint arXiv:1804.05039, 2018 - arxiv.org
Docker offers an ecosystem that offers a platform for application packaging, distributing, and
managing within containers. However, the Docker platform has not yet matured. Presently …
managing within containers. However, the Docker platform has not yet matured. Presently …
Short‐Term Wind Speed and Direction Forecasting by 3DCNN and Deep Convolutional LSTM
AP Sari, H Suzuki, T Kitajima, T Yasuno… - IEEJ Transactions on …, 2022 - Wiley Online Library
This paper investigates a deep learning‐based wind‐forecasting model to establish an
accurate forecasting model which can support the increasing growth of wind power …
accurate forecasting model which can support the increasing growth of wind power …
[HTML][HTML] Deep Face Decoder: towards understanding the embedding space of convolutional networks through visual reconstruction of deep face templates
Advances in deep learning and convolutional neural networks (ConvNets) have driven
remarkable face recognition (FR) progress recently. However, the black-box nature of …
remarkable face recognition (FR) progress recently. However, the black-box nature of …
[HTML][HTML] Improvement of Road Instance Segmentation Algorithm Based on the Modified Mask R-CNN
C Wan, X Chang, Q Zhang - Electronics, 2023 - mdpi.com
Although the Mask region-based convolutional neural network (R-CNN) model possessed a
dominant position for complex and variable road scene segmentation, some problems still …
dominant position for complex and variable road scene segmentation, some problems still …
SRNET: a shallow skip connection based convolutional neural network design for resolving singularities
R Yasrab - Journal of Computer Science and Technology, 2019 - Springer
Convolutional neural networks (CNNs) have shown tremendous progress and performance
in recent years. Since emergence, CNNs have exhibited excellent performance in most of …
in recent years. Since emergence, CNNs have exhibited excellent performance in most of …