Výsledky vyhledávání - "neural network with encoder-decoder architecture"

An intelligent speech enhancement model using enhanced heuristic-based residual convolutional neural network with encoder-decoder architecture Autor Balasubrahmanyam, M., Valarmathi, R. S.

“…As the listening capacity exists in humans, they are facing the critical issues of understanding the speeches even in the presence of some background or other…”
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Analysis of the effectiveness of two different loss functions in training a neural network in lung image reconstruction using impedance tomography Autor Lalak-Dybała, Małgorzata, Stefaniak, Barbara, Olszewski, Paweł

“…The article presents research findings on developing a medical diagnostic system based on electrical impedance tomography technology. One of the key components…”
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Trichomonas vaginalis Detection Using Two Convolutional Neural Networks with Encoder-Decoder Architecture Autor Wang, Xiangzhou, Du, Xiaohui, Liu, Lin, Ni, Guangming, Zhang, Jing, Liu, Juanxiu, Liu, Yong

“…Diagnosis of Trichomonas vaginalis infection is one of the most important factors in the routine examination of leucorrhea. According to the motion…”
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Attention-based deep learning models for predicting anomalous shock of wastewater treatment plants Autor Zhang, Yituo, Wang, Jihong, Li, Chaolin, Duan, Hengpan, Wang, Wenhui

“…•Propose attention-based deep learning models to predict abnormal influent of WWTP.•Feature-temporal attention-based LSTM has the best accuracy (0–85 % higher…”
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WaferSegClassNet - A light-weight network for classification and segmentation of semiconductor wafer defects Autor Nag, Subhrajit, Makwana, Dhruv, R, Sai Chandra Teja, Mittal, Sparsh, Mohan, C.Krishna

“…As the integration density and design intricacy of semiconductor wafers increase, the magnitude and complexity of defects in them are also on the rise. Since…”
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Particle Restoration: A Novel Image Processing Framework for Improving Real Cryo-EM Image Quality in Single Particle Analysis Autor Hu, Bin, Zhang, Dong-Xu, Liu, Shi-Qi, Xie, Xiao-Liang, Zhou, Xiao-Hu, Li, Hong-Jia, Zheng, Qing-Bing, Zhang, Fa, Hou, Zeng-Guang, Xia, Ning-Shao

“…Cryo-electron microscopy single particle analysis (cryo-EM SPA) is the most powerful technique for biomacromolecule structure determination. However, many…”
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AutoML Segmentation for 3D Medical Image Data: Contribution to the MSD Challenge 2018 Autor Rippel, Oliver, Weninger, Leon, Merhof, Dorit

“… Such an algorithm was developed and is presented in this paper. It consists of a 3D convolutional neural network with encoder-decoder architecture employing residual-connections, skip-connections and multi…”
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Segmentation of Head and Neck Organs at Risk Using CNN with Batch Dice Loss Autor Kodym, Oldřich, Španěl, Michal, Herout, Adam

“… We introduce a convolution neural network with encoder-decoder architecture and a new loss function, the batch soft Dice loss function, used to train the network…”
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Autoencoder Based Optimization for Electromagnetics Problems Autor Barmada, S, Fontana, N, Thomopulos, D, Tucci, M

“… In particular a surrogate model based on Deep Neural Networks with encoder-decoder architecture is introduced…”
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Moving Object Proposals with Deep Learned Optical Flow for Video Object Segmentation Autor Shi, Ge, Yang, Zhili

“…Dynamic scene understanding is one of the most conspicuous field of interest among computer vision community. In order to enhance dynamic scene understanding,…”
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Deep Neural Networks Based Surrogate Model for Topology Optimization of Electromagnetic Devices Autor Tucci, Mauro, Barmada, Sami, Sani, Luca, Thomopulos, Dimitri, Fontana, Nunzia

“… In particular a surrogate model based on deep neural networks with encoder-decoder architecture is introduced…”
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Fully convolutional Siamese neural networks for buildings damage assessment from satellite images Autor Khvedchenya, Eugene, Gabruseva, Tatiana

“…Damage assessment after natural disasters is needed to distribute aid and forces to recovery from damage dealt optimally. This process involves acquiring…”
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LABANet: A Lightweight Asymmetrical Bottleneck and Attention-Based Network for Cloud Detection Autor Yu, Ximing, Peng, Yu, Shao, Wenyi, Liu, Liansheng, Sun, Kaipeng

“… As the demand for accuracy has increased, deep neural networks with encoder-decoder architectures have been widely used for cloud detection…”
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