Search Results - Modulated autoencoder

Variable Rate Deep Image Compression With Modulated Autoencoder by Yang, Fei, Herranz, Luis, Weijer, Joost van de, Guitian, Jose A. Iglesias, Lopez, Antonio M., Mozerov, Mikhail G.

“… To address these limitations, we formulate the problem of variable R-D optimization for DIC, and propose modulated autoencoders (MAEs…”
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A novel demodulation method of the channeled modulated polarization imaging pictures by hybrid feature modulated autoencoders by Zhang, Ning, Zhao, Mingfan, Zhang, Zhinan, Liu, Jie, Zhang, Yunyao, Li, Siyuan

“… We analyzed the data structure of pictures detected using this technology and proposed a demodulation method using hybrid feature modulated autoencoders…”
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Multi-rate deep semantic image compression with quantized modulated autoencoder by Sebai, Dorsaf

“… Towards this end, we establish an end-to-end multi-rate deep semantic image compression with quantized conditional autoencoder…”
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Variable Rate Deep Image Compression with Modulated Autoencoder by Yang, Fei, Herranz, Luis, van de Weijer, Joost, Iglesias Guitián, José A, López, Antonio, Mozerov, Mikhail

“… Addressing these limitations, we formulate the problem of variable rate-distortion optimization for deep image compression, and propose modulated autoencoders (MAEs…”
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A Cross-Modal Autoencoder for Contactless Electrocardiography Monitoring Using Frequency-Modulated Continuous Wave Radar by Liu, Kai-Chun, Peng, Sheng-Yu, Tsao, Yu, Liu, Che-Yu, Chen, Zhu-An, Han Han, Zong, Chen, Wen-Chi, Hsieh, Po-Quan, Li, You-Jin, Hsu, Yu-Juei, Hsu, Shun-Neng

“… To address this limitation, contactless ECG monitoring using frequency-modulated continuous-wave (FMCW…”
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Autoencoder with Constraints for Subsurface Defect Detection in Quadratic Frequency Modulated Thermal Wave Imaging by Bandari, Enosh, Oleti, Siva Subrahmanyam, Prasanthi, Y. Naga, Vesala, G. T., Ghali, V. S.

“…Quadratic Frequency-Modulated Thermographic Wave Imaging (QFMTWI) is a powerful nondestructive testing (NDT…”
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Temporal denoising and deep feature learning for enhanced defect detection in thermography using stacked denoising convolution autoencoder by Yerneni, Naga Prasanthi, Ghali, V.S., Vesala, G.T., Wang, Fei, Mulaveesala, Ravibabu

“…•Temporal denoising of thermal profiles along with deep feature learning for enhanced defect detection in FMTWI is highlighted through a stacked denoising convolution autoencoder…”
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Denoising autoencoder with modulated lateral connections learns invariant representations of natural images by Rasmus, Antti, Raiko, Tapani, Valpola, Harri

“…Suitable lateral connections between encoder and decoder are shown to allow higher layers of a denoising autoencoder (dAE…”
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Applying deep generative model in plan review of intensity modulated radiotherapy by Huang, Peng, Shang, Jiawen, Fan, Yuhan, Chang, Zhixing, Xu, Yingjie, Zhang, Ke, Hu, Zhihui, Dai, Jianrong, Yan, Hui

“… Purpose To alleviate this issue, a deep generative model, adversarial autoencoder networks (AAE…”
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Constrained Autoencoder-Based Pulse Compressed Thermal Wave Imaging for Sub-Surface Defect Detection by Kaur, Kirandeep, Mulaveesala, Ravibabu, Mishra, Priyanka

“… This paper proposes a novel constrained and regularized autoencoder based thermography approach for sub-surface defect detection in a mild steel specimen…”
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Automatic Modulation Classification Using Deep Learning Based on Sparse Autoencoders With Nonnegativity Constraints by Ali, Afan, Fan Yangyu

“…We demonstrate a novel method for the automatic modulation classification based on a deep learning autoencoder network, trained by a nonnegativity constraint algorithm…”
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Radar Image Reconstruction from Raw ADC Data using Parametric Variational Autoencoder with Domain Adaptation by Stephan, Michael, Stadelmayer, Thomas, Santra, Avik, Fischer, Georg, Weigel, Robert, Lurz, Fabian

“… modulated continuous wave radar. We propose a parametrically constrained variational autoencoder, with residual and skip connections, capable of generating the clustered and localized target detections on the range-angle image…”
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Autoencoders for Signal Enhancement in Communication Systems by Duque, Vitor, Lewandowsky, Jan, Adrat, Marc, Hardenbicker, Till, Jax, Peter

“… The autoencoder inputs the modulated signal of a conventional transmitter and adds desired features to it, e.g…”
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Performance Evaluation of Autoencoder for Coding and Modulation in Wireless Communications by Xu, Jialong, Chen, Wei, Ai, Bo, He, Ruisi, Li, Yujian, Wang, Junhong, Juhana, Tutun, Kurniawan, Adit

“… We compare the performance of the end-to-end autoencoder and Hamming code modulated by Binary Phase Shift Keying under additive white Gaussian noise channel and Rayleigh…”
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The CESAE multiple objection optimization network of the ACO-OFDM VLC system by Hao, Lili, Cao, Pan, Li, Chengdong, Wang, Dongyi

“…) system based on the constant envelope stacked autoencoder (CESAE) network, which is a combination method of phase modulated constant envelope OFDM (CE-OFDM…”
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Joint Coding and Modulation in the Ultra-Short Blocklength Regime for Bernoulli-Gaussian Impulsive Noise Channels Using Autoencoders by Vedula, Kirty, Paffenroth, Randy, Brown, D. Richard

“…This paper develops a joint coding and modulation scheme for end-to-end communication system design using an autoencoder architecture in the ultra-short blocklength regime…”
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Autoencoder-Based Target Detection in Automotive MIMO FMCW Radar System by Kang, Sung-wook, Jang, Min-ho, Lee, Seongwook

“…In general, a constant false alarm rate algorithm (CFAR) is widely used to automatically detect targets in an automotive frequency-modulated continuous wave (FMCW) radar system…”
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Anomaly Detection Through Deep Feature Extraction for Automatic Defect Detection in Quadratic Frequency Modulated Thermal Wave Imaging by Yerneni, Naga Prasanthi, Ghali, V. S., Swapna, M. N., Vesala, G. T.

“… This article proposes an autoencoder-driven anomaly detection model for automatic defect detection in quadratic frequency modulated thermography…”
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Multi-task autoencoder based classification-regression model for patient-specific VMAT QA by Wang, Le, Li, Jiaqi, Zhang, Shuming, Zhang, Xile, Zhang, Qilin, Chan, Maria F, Yang, Ruijie, Sui, Jing

“…Patient-specific quality assurance (PSQA) of volumetric modulated arc therapy (VMAT) to assure accurate treatment delivery is resource-intensive and time-consuming…”
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CAE-MAS: Convolutional Autoencoder Interference Cancellation for Multiperson Activity Sensing With FMCW Microwave Radar by Raeis, Hossein, Kazemi, Mohammad, Shirmohammadi, Shervin

“… Frequency-modulated continuous-wave (FMCW) radars can be used for target tracking, but their collected data are usually accompanied by a significant amount of interference, especially in indoor environments hosting multiple human subjects…”
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