Výsledky vyhledávání - "multi-scale convolutional sparse coding"

Unsupervised Transfer Learning via Multi-Scale Convolutional Sparse Coding for Biomedical Applications Autor Chang, Hang, Han, Ju, Zhong, Cheng, Snijders, Antoine M., Mao, Jian-Hua

“… In this paper, we proposed a novel multi-scale convolutional sparse coding (MSCSC) method, that (I) automatically learns filter banks at different scales in a joint…”
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Remote sensing image super-resolution using multi-scale convolutional sparse coding network Autor Cheng, Ruihong, Wang, Huajun, Luo, Ping

“…With the development of convolutional neural networks, impressive success has been achieved in remote sensing image super-resolution. However, the performance…”
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Structural residual learning for single image rain removal Autor Wang, Hong, Wu, Yichen, Xie, Qi, Zhao, Qian, Liang, Yong, Zhang, Shijun, Meng, Deyu

“…To alleviate the adverse effect of rain streaks in image processing tasks, CNN-based single image rain removal methods have been recently proposed. However,…”
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Prior-DualGAN: Rain rendering from coarse to fine Autor Hu, Mingdi, Yang, Jingbing, Yu, Jianxun, Jing, Bingyi

“…The success of deep neural networks (DNN) in deraining has led to increased research in rain rendering. In this paper, we introduce a novel Prior-DualGAN…”
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基于深度多尺度卷积稀疏编码的图像去噪算法 Autor 尹海涛, 王天由

“…TP391; 针对图像去噪深度网络缺乏可解释性的问题,利用深度展开思想,提出了一种基于多尺度卷积稀疏编码的深度去噪网络(MSCSC-Net).首先利用多尺度卷积字典,构建了多尺度卷…”
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Image Denoising Algorithm Based on Deep Multi-scale Convolution Sparse Coding Autor Yin, Haitao, Wang, Tianyou

“…Aiming at the problem of lacking of interpretability of deep image denoising networks, this paper proposes a multi-scale convolutional sparse coding network（MSCSC-Net…”
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Online Rain/Snow Removal from Surveillance Videos Autor Li, Minghan, Cao, Xiangyong, Zhao, Qian, Zhang, Lei, Meng, Deyu

“…Video rain/snow removal from surveillance videos is an important task in the computer vision community since rain/snow existed in videos can severely…”
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A novel image enhancement method based on image decomposition and deep neural networks Autor Xiao, Yao, Xia, Youshen

“…•We propose a novel image decomposition-based optimization model for low-light image enhancement, by using the total variation and multi-scale convolutional sparse coding to precisely represent…”
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Video Rain/Snow Removal by Transformed Online Multiscale Convolutional Sparse Coding Autor Li, Minghan, Cao, Xiangyong, Zhao, Qian, Zhang, Lei, Gao, Chenqiang, Meng, Deyu

“… Specifically, the rain/snow is encoded as an online multi-scale convolutional sparse coding (OMS-CSC) model, which not only…”
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