Výsledky vyhledávání - multi-layered convolutional sparse coding

Analysis of Top-Down Connections in Multi-Layered Convolutional Sparse Coding Autor Edlund, Joakim, Guillemot, Christine, Sjostrom, Marten

“… Multi-Layered Convolutional Sparse Coding (ML-CSC) based on a cascade of convolutional layers in which each layer can be approximately explained by the following layer can be seen as a biologically inspired framework…”
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Multi-Layer Basis Pursuit for Compressed Sensing MR Image Reconstruction Autor Wahid, Abdul, Shah, Jawad Ali, Khan, Adnan Umar, Ahmed, Manzoor, Razali, Hanif

“… Inspired from recent research works on multi-layer convolutional sparse coding (ML-CSC) theory to model deep neural networks, this work proposes a multi-layer basis…”
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Multi-Layered Basis Pursuit Algorithms for Classification of MR Images of Knee ACL Tear Autor Wahid, Abdul, Shah, Jawad Ali, Khan, Adnan Umar, Ullah, Mukhtar, Ayob, Mohd Zaki

“…Deep learning architectures have been extensively used in recent years for the classification of biomedical images to assist clinicians for diagnosis and…”
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Multi Attention Convolutional Sparse Coding U-Net for Enhanced Land-Use and Land-Cover Segmentation Using Hyperspectral Images Autor Yele, Vijaykumar P., Badhe, Namdeo Baban, Alegavi, Sujata, Sedamkar, R. R.

“… with the architectural complexities hindering the performance across different datasets and tasks. In response to this, a Multi Attention Convolutional sparse coding U-network Feed-forward Network (MACUFN…”
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Lamb wave-based damage assessment for composite laminates using a deep learning approach Autor Zhang, Han, Wang, Fan, Lin, Jing, Hua, Jiadong

“…•A convolutional sparse coding-based UNet (CSCUNet) is proposed to analyze the ultrasonic Lamb wave signal, which enables high-resolution imaging of damage in composite laminates…”
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A Multilayered Convolutional Sparse Coding Framework for Modeling of Pooling Operation of Convolution Neural Networks Autor Wahid, Abdul, Umar Khan, Adnan, Mukhtarullah, Khan, Sheroz, Shah, Jawad

“…Convolutional Sparse Coding (CSC) framework has been proposed recently to explain relation between Convolutional Neural Networks (CNNs…”
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Improved Image Generation via Sparse Modeling Autor Ganz, Roy, Elad, Michael

“…The interest of the deep learning community in image synthesis has grown massively in recent years. Nowadays, deep generative methods, and especially…”
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Complex Valued and Layer Based Categorization of Synthetic Aperture Radar Patches Autor Sipos, Danijel, Gleich, Dusan, Planinsic, Peter

“… In this paper a sparse coding approach is designed in multi layered architecture. This this paper proposes a layered based sparse coding using approaches introduced within…”
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Multi-layer Convolutional Sparse Coding Framework for Restoration of Under-sampled MR Images Autor Wahid, Abdul, Ullah, Abdul Wahab Usman, Kadir, Kushairy, Saadain, Syed

“…Magnetic Resonance Imaging (MRI) plays an important role in the diagnosis of different pathologies associated with human anatomy. The need to acquire images…”
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