Search Results - Sparse network coding

Whole Semantic Sparse Coding Network for Remote Sensing Image-Text Retrieval by 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…”
Get full text

Convolutional sparse coding network for sparse seismic time-frequency representation by 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…”
Get full text

Design principles of the sparse coding network and the role of “sister cells” in the olfactory system of Drosophila by 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…”
Get full text

CSCST-Net: a fully sparse-regularized convolutional sparse coding network for low-dose CT denoising by 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…”
Get more information

Fast sparse coding networks for anomaly detection in videos by 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…”
Get full text

Selectivity and robustness of sparse coding networks by 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…”
Get full text

Constructing Deep Sparse Coding Network for image classification by 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…”
Get full text

Efficient Coastal Communications with Sparse Network Coding by 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…”
Get full text

Supervised Deep Sparse Coding Networks for Image Classification by 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…”
Get full text

PSCSC-Net: A Deep Coupled Convolutional Sparse Coding Network for Pansharpening by Yin, Haitao

“… First, a coupled convolutional sparse coding-based pansharpening (PSCSC) model and related traditional optimization algorithm are proposed…”
Get full text

LCTC: Lightweight Convolutional Thresholding Sparse Coding Network Prior for Compressive Hyperspectral Imaging by 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…”
Get full text

Sparse coding with memristor networks by 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…”
Get full text

An Analytical Model for Rank Distribution in Sparse Network Coding by Sehat, Hadi, Pahlevani, Peyman

“… However, one of its major drawbacks is the high computational complexity. Sparse Network Coding (SNC…”
Get full text

Remote sensing image super-resolution using multi-scale convolutional sparse coding network by 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…”
Get full text

A Two-Stage Convolutional Sparse Coding Network for Hyperspectral Image Classification by Cheng, Chunbo, Peng, Jiangtao, Cui, Wenjing

“…The convolutional sparse coding (CSC) can learn shift-invariant convolution kernels…”
Get full text

Markov Chain Model for the Decoding Probability of Sparse Network Coding by 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…”
Get full text

On the Partial Decoding Delay of Sparse Network Coding by Zarei, Amir, Pahlevani, Peyman, Davoodi, Mansoor

“…Sparse network coding (SNC) is a promising technique for reducing the complexity of random linear network coding (RLNC…”
Get full text

A model-guided deep convolutional sparse coding network for hyperspectral and multispectral image fusion by 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…”
Get full text

Tool wear identification and prediction method based on stack sparse self-coding network by 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…”
Get full text

Deep side group sparse coding network for image denoising by 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…”
Get full text