Search Results - Auto Encoder-Decoder

Audio signal quality enhancement using multi-layered convolutional neural network based auto encoder–decoder by Raj, Shivangi, Prakasam, P., Gupta, Shubham

“…In this research article, a multi-layered convolutional neural network (MLCNN) based auto-CODEC for audio signal enhancement which is utilizing the Mel-frequency cepstral coefficients (MFCC) has been proposed…”
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Wavelet-Based Deep Auto Encoder-Decoder (WDAED)-Based Image Compression by Mishra, Dipti, Singh, Satish Kumar, Singh, Rajat Kumar

“…In this work, we propose a Wavelet-based Deep Auto Encoder-Decoder Network (WDAED) based image compression which takes care of the various frequency components present in an image…”
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Forecasting weekly reference evapotranspiration using Auto Encoder Decoder Bidirectional LSTM model hybridized with a Boruta-CatBoost input optimizer by Karbasi, Masoud, Jamei, Mehdi, Ali, Mumtaz, Malik, Anurag, Yaseen, Zaher Mundher

“… In the present study, an efficient deep learning model, Auto Encode Decoder Bidirectional Long Short-Term Memory (AED-BiLSTM…”
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Developing a novel hybrid Auto Encoder Decoder Bidirectional Gated Recurrent Unit model enhanced with empirical wavelet transform and Boruta-Catboost to forecast significant wave height by Karbasi, Masoud, Jamei, Mehdi, Ali, Mumtaz, Abdulla, Shahab, Chu, Xuefeng, Yaseen, Zaher Mundher

“…) and Auto Encoder Decoder Bidirectional Gated Recurrent Unit (AED-BiGRU) was used in forecasting daily significant wave height (Hs…”
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Redefining Retinal Lesion Segmentation: A Quantum Leap With DL-UNet Enhanced Auto Encoder-Decoder for Fundus Image Analysis by Kumar, B. Naveen, Mahesh, T. R., Geetha, G., Guluwadi, Suresh

“… In this study, encoder-decoder neural networks along with channel-wise spatial Attention Mechanisms are proposed…”
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Auto Graph Encoder-Decoder for Neural Network Pruning by Yu, Sixing, Mazaheri, Arya, Jannesari, Ali

“… We propose an automatic graph encoder-decoder model compression (AGMC) method combined with graph neural networks (GNN…”
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An Auto Encoder-Decoder Approach to Classify the Bird Sounds Using Deep Learning Techniques by Vamsi, Bandi, Mahanty, Mohan, Doppala, Bhanu Prakash

“…Nowadays identification of bird species is the main problem for ornithologists and ecologists. The increase in volumes of data labelling, still there is a…”
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Cost-Effective Foliage Penetration Human Detection Under Severe Weather Conditions Based on Auto-Encoder/Decoder Neural Network by Huang, Yan, Zhong, Yi, Wu, Qiang, Dutkiewicz, Eryk, Jiang, Ting

“… We present an auto-encoder/decoder (Auto-ED) deep neural network that can learn the deep representation and conduct classification task concurrently…”
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Fast Adaptive RNN Encoder–Decoder for Anomaly Detection in SMD Assembly Machine by Park, YeongHyeon, Yun, Il Dong

“…–Decoder with operating machine sounds. RNN Encoder–Decoder has a structure very similar to Auto-Encoder (AE…”
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Deep Artificial Denoising Auto-Encoder-Decoder Pain Recognition System by Fordson, H. Perry, Anderson, Adam, Derosa, Eve

“… In this paper, we propose a deep neural network that incorporates an artificial denoising auto-encoder-decoder system to automatically generate and select applicable signifiers directly from ECG data…”
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Microwave-based Breast Cancer Detection by using Auto Encoder-Decoder Probabilistic Neural Network by Taghipour-Gorjikolaie, Mehran, Ghavami, Navid, Tiberi, Gianluigi, Badia, Mario, Papini, Lorenzo, Fracassini, Arianna, Bigotti, Alessandra, Palomba, Gianmarco, Ghavami, Mohammad

“… We employed an Auto Encoder-Decoder for feature extraction, followed by the utilization of a Probabilistic Neural Network for the detection of malignant lesions…”
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Image-To-Image Translation Using a Cross-Domain Auto-Encoder and Decoder by Yoo, Jaechang, Eom, Heesong, Choi, Yong Suk

“… We propose a new image-to-image translation method to minimize such shortcomings using an auto-encoder and an auto-decoder…”
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Lite-Deep : Improved Auto Encoder-Decoder for Polyp Segmentation by S., Geetha, C., Gopakumar, Haseem C., Shahid, Sreenivas, Arun, John, Aleena Maria, A. S., Arathy

“…Colorectal cancer(CRC) or colon cancer, is fatal cancer seen in males and females. Colorectal polyps usually develop on the mucosal layer of the colon or…”
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Surgical tool segmentation using a hybrid deep CNN-RNN auto encoder-decoder by Attia, Mohamed, Hossny, Mohammed, Nahavandi, Saeid, Asadi, Hamed

“…Surgical tool segmentation is used for detection, tracking and pose estimation of the tools in the vicinity of surgical scenes. It is considered as an…”
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Efficient Wheat Disease Identification Using Hybrid Swin-SHARP Vision Model by Khalid, Waqar, Alkhrijah, Yazeed, Muhammad Usman, Syed, Khalid, Shehzad

“…Accurate identification of wheat diseases is an essential component for increasing crop yields and guaranteeing global food security. However, subjective…”
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Bias-Induced Point Auto-Encoder and Comparative Analysis of Point Encoder-Decoder Combinations by Lee, Sukhan, Cheng, Wencan, Yang, Yongjun

“…As a combination of a point encoder and a decoder, a point auto-encoder (AE) facilitates the reconstruction and segmentation of the point cloud representation of 3D objects…”
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Regional‐based multi‐module spatial–temporal networks predicting city‐wide taxi pickup/dropoff demand from origin to destination by Abideen, Zain Ul, Sun, Heli, Yang, Zhou, Fahim, Hamza

“…–temporal dependencies and learn the OD taxi demand pattern. To handle remote areas, we created an attention‐based auto encoder…”
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Modeling the dynamics of PDE systems with physics-constrained deep auto-regressive networks by Geneva, Nicholas, Zabaras, Nicholas

“…•Deep auto-regressive dense encoder-decoder surrogate for predicting transient PDEs…”
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Reconfigurable Multiport Optical Encoder/Decoder With Enhanced Auto-Correlation by Cincotti, G., Manzacca, G., Xu Wang, Miyazaki, T., Naoya Wada, Kitayama, K.-i.

“…A novel planar configuration of a multiport encoder/decoder (E/D) is presented that has enhanced performance in terms of beat-noise suppression and network confidentiality…”
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Infrared image colorization using an edge aware auto encoder decoder with the multi-resolution fusion by Dong, Ziyue, Qu, Weidong

“… In the first part, the RGB output is generated by the edge aware auto encoder decoder, which includes symmetrical jump connections for precise positioning and assistant training networks…”
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