Výsledky vyhledávání - "Encoder-decoder network"

Deep residual inception encoder‐decoder network for amyloid PET harmonization Autor 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…”
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Deep Encoder–Decoder Network-Based Wildfire Segmentation Using Drone Images in Real-Time Autor Muksimova, Shakhnoza, Mardieva, Sevara, Cho, Young-Im

“… Unmanned aerial vehicles (UAVs) have become the subject of active research in recent years…”
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Pedestrian Trajectory Prediction in Heterogeneous Traffic Using Pose Keypoints-Based Convolutional Encoder-Decoder Network Autor 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…”
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Effective encoder-decoder network for pupil light reflex segmentation in facial photographs of ptosis patients Autor 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…”
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Iterative Convolutional Encoder-Decoder Network with Multi-Scale Context Learning for Liver Segmentation Autor 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…”
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Cardiac-DeepIED: Automatic Pixel-Level Deep Segmentation for Cardiac Bi-Ventricle Using Improved End-to-End Encoder-Decoder Network Autor 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…”
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Cascaded redundant convolutional encoder-decoder network improved apnea detection performance using tracheal sounds in post anesthesia care unit patients Autor 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…”
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Air-tissue Boundary Segmentation in Real Time Magnetic Resonance Imaging Video Using a Convolutional Encoder-decoder Network Autor 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…”
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EEGFuseNet: Hybrid Unsupervised Deep Feature Characterization and Fusion for High-Dimensional EEG With an Application to Emotion Recognition Autor 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…”
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Deep Learning Model for Analyzing EEG Signal Analysis Autor 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…”
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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…”
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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…”
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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 Autor 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…”
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Interference Suppression For Sar Image Based On Joint Supervision En-Decoder Network Autor 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…”
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Turning brain MRI into diagnostic PET: 15O-water PET CBF synthesis from multi-contrast MRI via attention-based encoder–decoder networks Autor 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…”
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Decoding Muscle Force From Motor Unit Firings Using Encoder-Decoder Networks Autor 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…”
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Attention-based encoder-decoder networks for workflow recognition Autor 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…”
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Turning brain MRI into diagnostic PET: 15 O-water PET CBF synthesis from multi-contrast MRI via attention-based encoder-decoder networks Autor 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…”
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IFSS-Net: Interactive Few-Shot Siamese Network for Faster Muscle Segmentation and Propagation in Volumetric Ultrasound Autor 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…”
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Synthesis of High-Quality Visible Faces from Polarimetric Thermal Faces using Generative Adversarial Networks Autor 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…”
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