Convolutional-neural-network assisted segmentation and SVM classification of brain tumor in clinical MRI slices

V Rajinikanth, S Kadry, Y Nam - Information Technology and Control, 2021 - itc.ktu.lt
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 …

[HTML][HTML] Reaction diffusion system prediction based on convolutional neural network

A Li, R Chen, AB Farimani, YJ Zhang - Scientific reports, 2020 - nature.com
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 …

[HTML][HTML] Towards improved unmanned aerial vehicle edge intelligence: A road infrastructure monitoring case study

S Tilon, F Nex, G Vosselman, I Sevilla de la Llave… - Remote Sensing, 2022 - mdpi.com
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 …

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 …

[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 …

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 …

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 …

[HTML][HTML] Deep Face Decoder: towards understanding the embedding space of convolutional networks through visual reconstruction of deep face templates

J Križaj, RO Plesh, M Banavar, S Schuckers… - … applications of artificial …, 2024 - Elsevier
Advances in deep learning and convolutional neural networks (ConvNets) have driven
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 …

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 …