Výsledky vyhledávání - sparse network coding

Whole Semantic Sparse Coding Network for Remote Sensing Image-Text Retrieval Autor Zheng, Chengyu, Wen, Qi, Li, Xiu, Yang, Chenxue, Nie, Jie, Guo, Yiyun, Qian, Yuntao, Wei, Zhiqiang

“… In this article, a whole semantic sparse coding network (WSSCN) is proposed for RS image-text retrieval to build a complete and reliable features description for further improving the performance of the retrieval model…”
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Convolutional sparse coding network for sparse seismic time-frequency representation Autor Wei, Qiansheng, Li, Zishuai, Feng, Haonan, Jiang, Yueying, Yang, Yang, Wang, Zhiguo

“… To address this issue, we propose an interpretable convolutional sparse coding (CSC) network to achieve high TF resolution…”
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Design principles of the sparse coding network and the role of “sister cells” in the olfactory system of Drosophila Autor Zhang, Danke, Li, Yuanqing, Wu, Si, Rasch, Malte J.

“…) convert a dense activation of glomeruli into a sparse, high-dimensional firing pattern of Kenyon cells (KCs…”
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CSCST-Net: a fully sparse-regularized convolutional sparse coding network for low-dose CT denoising Autor Luo, Jinxin, Liu, Yi, Wang, Tao, Liu, Tingyue, Li, Junjing, Zhang, Pengcheng, Gui, Zhiguo

“…) that integrates interpretable convolutional sparse coding with a CNN-based denoising framework and design a convolutional neural network (CSCST-Net…”
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Fast sparse coding networks for anomaly detection in videos Autor Wu, Peng, Liu, Jing, Li, Mingming, Sun, Yujia, Shen, Fang

“…•Discriminative Spatial-Temporal Fusion Features for anomaly detection in videos.•Fast Sparse Coding Networks achieve higher accuracy at maximum 10000 lower latency…”
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Selectivity and robustness of sparse coding networks Autor Paiton, Dylan M., Frye, Charles G., Lundquist, Sheng Y., Bowen, Joel D., Zarcone, Ryan, Olshausen, Bruno A.

“…We investigate how the population nonlinearities resulting from lateral inhibition and thresholding in sparse coding networks influence neural response selectivity and robustness…”
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Constructing Deep Sparse Coding Network for image classification Autor Zhang, Shizhou, Wang, Jinjun, Tao, Xiaoyu, Gong, Yihong, Zheng, Nanning

“…This paper introduces a deep model called Deep Sparse-Coding Network (DeepSCNet) to combine the advantages of Convolutional Neural Network (CNN…”
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Efficient Coastal Communications with Sparse Network Coding Autor Li, Ye, Wang, Jue, Zhang, Shibing, Bao, Zhihua, Wang, Jiangzhou

“… In this article, we look into the application of sparse network coding in coastal communication systems…”
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Supervised Deep Sparse Coding Networks for Image Classification Autor Sun, Xiaoxia, Nasrabadi, Nasser M., Tran, Trac D.

“…In this paper, we propose a novel deep sparse coding network (SCN) capable of efficiently adapting its own regularization parameters for a given application…”
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PSCSC-Net: A Deep Coupled Convolutional Sparse Coding Network for Pansharpening Autor Yin, Haitao

“… First, a coupled convolutional sparse coding-based pansharpening (PSCSC) model and related traditional optimization algorithm are proposed…”
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LCTC: Lightweight Convolutional Thresholding Sparse Coding Network Prior for Compressive Hyperspectral Imaging Autor Chen, Yurong, Wang, Yaonan, Wang, Xiaodong, Yuan, Xin, Zhang, Hui

“… To overcome this limitation, we propose a novel convolutional sparse coding-inspired untrained network prior for fast and adaptive identification of the sparse transform domain and compressible signal…”
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Sparse coding with memristor networks Autor Sheridan, Patrick M., Cai, Fuxi, Du, Chao, Ma, Wen, Zhang, Zhengya, Lu, Wei D.

“…, object recognition and neurobiology. Sparse coding is also believed to be a key mechanism by which biological neural systems can efficiently process a large amount of complex sensory data while consuming very little power…”
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An Analytical Model for Rank Distribution in Sparse Network Coding Autor Sehat, Hadi, Pahlevani, Peyman

“… However, one of its major drawbacks is the high computational complexity. Sparse Network Coding (SNC…”
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Remote sensing image super-resolution using multi-scale convolutional sparse coding network Autor Cheng, Ruihong, Wang, Huajun, Luo, Ping

“… Therefore, this paper presents a novel multiscale convolutional sparse coding network (MCSCN) to carry out the remote sensing images SR reconstruction with rich details…”
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A Two-Stage Convolutional Sparse Coding Network for Hyperspectral Image Classification Autor Cheng, Chunbo, Peng, Jiangtao, Cui, Wenjing

“…The convolutional sparse coding (CSC) can learn shift-invariant convolution kernels…”
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Markov Chain Model for the Decoding Probability of Sparse Network Coding Autor Garrido, Pablo, Lucani, Daniel E., Aguero, Ramon

“… One of such solutions is sparse network coding (SNC), where only few packets are combined with each transmission…”
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On the Partial Decoding Delay of Sparse Network Coding Autor Zarei, Amir, Pahlevani, Peyman, Davoodi, Mansoor

“…Sparse network coding (SNC) is a promising technique for reducing the complexity of random linear network coding (RLNC…”
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A model-guided deep convolutional sparse coding network for hyperspectral and multispectral image fusion Autor Khader, Abdolraheem, Xiao, Liang, Yang, Jingxiang

“…Although high-resolution hyperspectral images are of great significance in various applications, the manner in which to acquire such images remains a…”
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Tool wear identification and prediction method based on stack sparse self-coding network Autor Qin, Yiyuan, Liu, Xianli, Yue, Caixu, Zhao, Mingwei, Wei, Xudong, Wang, Lihui

“… Aiming at the problem of tool wear monitoring, a tool wear recognition and prediction method based on stack sparse self-coding network is proposed…”
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Deep side group sparse coding network for image denoising Autor Yin, Haitao, Wang, Tianyou

“… According to these issues, this paper proposes a deep side group sparse coding network for image denoising, named a side group sparse coding (SGSC)‐Net…”
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