Search Results - "Encoder–decoder network"

Deep residual inception encoder‐decoder network for amyloid PET harmonization by Shah, Jay, Gao, Fei, Li, Baoxin, Ghisays, Valentina, Luo, Ji, Chen, Yinghua, Lee, Wendy, Zhou, Yuxiang, Benzinger, Tammie L.S., Reiman, Eric M., Chen, Kewei, Su, Yi, Wu, Teresa

“…‐B and florbetapir tracers. The model was trained using a dataset with 92 subjects with 10…”
Get full text

Deep Encoder–Decoder Network-Based Wildfire Segmentation Using Drone Images in Real-Time by Muksimova, Shakhnoza, Mardieva, Sevara, Cho, Young-Im

“… Unmanned aerial vehicles (UAVs) have become the subject of active research in recent years…”
Get full text

Pedestrian Trajectory Prediction in Heterogeneous Traffic Using Pose Keypoints-Based Convolutional Encoder-Decoder Network by Chen, Kai, Song, Xiao, Ren, Xiaoxiang

“… To fulfill this, an end-to-end pose keypoints-based convolutional encoder-decoder network (PK-CEN) is designed, in which the heterogeneous traffic and pose keypoints are modeled as input…”
Get full text

Effective encoder-decoder network for pupil light reflex segmentation in facial photographs of ptosis patients by Lee, Sanghyuck, Song, Taekyung, Lee, Jeong Kyu, Lee, Jaesung

“… This study introduces a novel encoder-decoder network specialized in reflex segmentation by focusing on addressing issues related to very small regions of interest from an architectural perspective…”
Get full text

Iterative Convolutional Encoder-Decoder Network with Multi-Scale Context Learning for Liver Segmentation by Zhang, Feiyan, Yan, Shuhao, Zhao, Yizhong, Gao, Yuan, Li, Zhi, Lu, Xuesong

“… In this study, a novel convolutional encoder-decoder network incorporating multi-scale context information is proposed…”
Get full text

Cardiac-DeepIED: Automatic Pixel-Level Deep Segmentation for Cardiac Bi-Ventricle Using Improved End-to-End Encoder-Decoder Network by Du, Xiuquan, Yin, Susu, Tang, Renjun, Zhang, Yanping, Li, Shuo

“… In this paper, we propose an improved end-to-end encoder-decoder network for CBV segmentation from the pixel level view (Cardiac-DeepIED…”
Get full text

Cascaded redundant convolutional encoder-decoder network improved apnea detection performance using tracheal sounds in post anesthesia care unit patients by Zhang, Erpeng, Jia, Xiuzhu, Wu, Yanan, Liu, Jing, Yu, Lu

“…: Tracheal sound data from laboratory subjects was collected using a microphone. Record a segment of clinical background noise and clean tracheal sound data to synthesize the noisy tracheal sound data according to a specified signal-to-noise ratio…”
Get more information

Air-tissue Boundary Segmentation in Real Time Magnetic Resonance Imaging Video Using a Convolutional Encoder-decoder Network by Mannem, Renuka, Ghosh, Prasanta Kumar

“…In this paper, we propose a convolutional encoder-decoder network (CEDN) based approach for upper and lower Air-Tissue Boundary (ATB…”
Get full text

EEGFuseNet: Hybrid Unsupervised Deep Feature Characterization and Fusion for High-Dimensional EEG With an Application to Emotion Recognition by Liang, Zhen, Zhou, Rushuang, Zhang, Li, Li, Linling, Huang, Gan, Zhang, Zhiguo, Ishii, Shin

“…How to effectively and efficiently extract valid and reliable features from high-dimensional electroencephalography (EEG), particularly how to fuse the spatial…”
Get full text

Deep Learning Model for Analyzing EEG Signal Analysis by Gupta, Varun, Kumar, Vivek, Prince, Singh, Saurabh, Lee, Young-Seok, Ra, In-Ho

“… noise and artifacts, complexity of brain dynamics, and inter-subject variability. To address these issues, this paper compares a U-shaped encoder-decoder network (UNET…”
Get full text

Document-Image Related Visual Sensors and Machine Learning Techniques

“…This reprint includes impactful chapters related to document-image related visual sensing, which do present and comprehensively discuss selected scientific…”
Get full text

Document-Image Related Visual Sensors and Machine Learning Techniques

“…This reprint includes impactful chapters related to document-image related visual sensing, which do present and comprehensively discuss selected scientific…”
Get full text

Improving the Accuracy of R-Peak Detection in a Wearable Armband Device for Daily Life Electrocardiogram Monitoring Using a Deep Convolutional Denoising Encoder-Decoder Network by Hajeb-Mohammadalipour, Shirin, Hossain, Md-Billal, Chon, Ki H.

“…Continuous long-term heart rate (HR) monitoring using wearable devices is desirable to aid in the diagnosis of many health-related conditions. Recently, we…”
Get full text

Interference Suppression For Sar Image Based On Joint Supervision En-Decoder Network by Zhang, Hao, Wei, Shunjun, Zhou, Zichen, Shi, Jun, Zhang, Xiaoling

“… This paper presents a novel method for SAR image interference suppression based on the encoder-decoder network (named as ISEDnet…”
Get full text

Turning brain MRI into diagnostic PET: 15O-water PET CBF synthesis from multi-contrast MRI via attention-based encoder–decoder networks by Hussein, Ramy, Shin, David, Zhao, Moss Y., Guo, Jia, Davidzon, Guido, Steinberg, Gary, Moseley, Michael, Zaharchuk, Greg

“… This study presents a convolutional encoder–decoder network with attention mechanisms to predict the gold-standard 15O-water PET CBF from multi-contrast MRI scans, thus eliminating the need for radioactive tracers…”
Get full text

Decoding Muscle Force From Motor Unit Firings Using Encoder-Decoder Networks by Tang, Xiao, Zhang, Xu, Chen, Maoqi, Chen, Xiang, Chen, Xun

“…Appropriate interpretation of motor unit (MU) activities after surface EMG (sEMG) decomposition is a key factor to decode motor intentions in a noninvasive and…”
Get full text

Attention-based encoder-decoder networks for workflow recognition by Zhang, Min, Hu, Haiyang, Li, Zhongjin, Chen, Jie

“… In this paper, we propose a novel workflow recognition framework to recognize the behavior of working subjects based on the well-designed encoder-decoder structure…”
Get full text

Turning brain MRI into diagnostic PET: 15 O-water PET CBF synthesis from multi-contrast MRI via attention-based encoder-decoder networks by Hussein, Ramy, Shin, David, Zhao, Moss Y, Guo, Jia, Davidzon, Guido, Steinberg, Gary, Moseley, Michael, Zaharchuk, Greg

“… This study presents a convolutional encoder-decoder network with attention mechanisms to predict the gold-standard O-water PET CBF from multi-contrast MRI scans, thus eliminating the need for radioactive tracers…”
Get full text

IFSS-Net: Interactive Few-Shot Siamese Network for Faster Muscle Segmentation and Propagation in Volumetric Ultrasound by Chanti, Dawood Al, Duque, Vanessa Gonzalez, Crouzier, Marion, Nordez, Antoine, Lacourpaille, Lilian, Mateus, Diana

“… A deep Siamese 3D Encoder-Decoder network that captures the evolution of the muscle appearance and shape for contiguous slices is deployed…”
Get full text

Synthesis of High-Quality Visible Faces from Polarimetric Thermal Faces using Generative Adversarial Networks by Zhang, He, Riggan, Benjamin S., Hu, Shuowen, Short, Nathaniel J., Patel, Vishal M.

“…The large domain discrepancy between faces captured in polarimetric (or conventional) thermal and visible domains makes cross-domain face verification a highly…”
Get full text