Results 91 to 100 of about 18,989 (190)

A Semantic Segmentation Algorithm Using FCN with Combination of BSLIC

Applied Sciences, 2018
An image semantic segmentation algorithm using fully convolutional network (FCN) integrated with the recently proposed simple linear iterative clustering (SLIC) that is based on boundary term (BSLIC) is developed.
Wei Zhao, Haodi Zhang, Yujin Yan, Yi Fu, Hai Wang   +4 more
doaj   +1 more source

Parts Surface Defect Detection Algorithm Based on Improved YOLOv8s

Engineering Reports, Volume 8, Issue 1, January 2026.
Enhanced YOLOv8s for real‐time surface defect detection: An improved YOLOv8s deep learning model is developed for detecting fatigue and linear cracks on part surfaces. Trained on a high‐resolution crack dataset with diverse environmental and texture conditions, the model achieves mAP@0.5 = 0.9626, mAP@0.5:0.95 = 0.7803, Precision = 0.926, and Recall ...
Zhe Sun, Caiying Qiao, Dongrui Li, Enhua Zhang   +3 more
wiley   +1 more source

Insights Into LSTM Fully Convolutional Networks for Time Series Classification

IEEE Access, 2019
Long short-term memory fully convolutional neural networks (LSTM-FCNs) and Attention LSTM-FCN (ALSTM-FCN) have shown to achieve the state-of-the-art performance on the task of classifying time series signals on the old University of California-Riverside (
Fazle Karim, Somshubra Majumdar, Houshang Darabi   +2 more
doaj   +1 more source

A modified U-Net convolutional neural network for segmenting periprostatic adipose tissue based on contour feature learning

Heliyon
Objective: This study trains a U-shaped fully convolutional neural network (U-Net) model based on peripheral contour measures to achieve rapid, accurate, automated identification and segmentation of periprostatic adipose tissue (PPAT). Methods: Currently,
Gang Wang, Jinyue Hu, Yu Zhang, Zhaolin Xiao, Mengxing Huang, Zhanping He, Jing Chen, Zhiming Bai   +7 more
doaj   +1 more source

Automatic Raft Labeling for Remote Sensing Images via Dual-Scale Homogeneous Convolutional Neural Network

Remote Sensing, 2018
Raft-culture is a way of utilizing water for farming aquatic product. Automatic raft-culture monitoring by remote sensing technique is an important way to control the crop’s growth and implement effective management.
Tianyang Shi, Qizhi Xu, Zhengxia Zou, Zhenwei Shi   +3 more
doaj   +1 more source

Inpatient Length of Stay and Mortality Prediction Utilizing Clinical Time Series Data

IEEE Access
Electronic Health Records (EHRs), which include demographic information, clinical notes, vital signs, laboratory test results, and others, provide rich information for clinical outcome prediction.
Junde Chen, Mason Li, Miles Milosevich, Tiffany Le, Andrew Bahsoun, Yuxin Wen   +5 more
doaj   +1 more source

A new road extraction method using Sentinel-1 SAR images based on the deep fully convolutional neural network

European Journal of Remote Sensing, 2019
There is a pressing need for an automatic road extraction method due to the continuous development of transportation networks. Free from the influence of weather, satellite-mounted synthetic-aperture radar (SAR) opens the way for such a road detection ...
Qianqian Zhang, Qingling Kong, Chao Zhang, Shucheng You, Hai Wei, Ruizhi Sun, Li Li   +6 more
doaj   +1 more source

Prediction of left ventricular systolic dysfunction in left bundle branch block using a fine-tuned ECG foundation model. [PDF]

Sci Rep
Kim DH, Bok Y, Lee SH, Heo J, Park S, Lee D, Park JH.   +6 more
europepmc   +1 more source

Radar HRRP Sequence Target Recognition Based on a Lightweight Spatiotemporal Fusion Network. [PDF]

Sensors (Basel)
Li X, Su Y, Zhao X, Yin J, Yang J.
europepmc   +1 more source

The analysis of landscape design and plant selection under deep learning. [PDF]

Sci Rep
Li L, Lee J.
europepmc   +1 more source