Essays about: "K-SVD"
Found 4 essays containing the word K-SVD.
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1. Sparse Approximation of Spatial Channel Model with Dictionary Learning
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : In large antenna systems, traditional channel estimation is costly and infeasible in some situations. Compressive sensing was proposed to estimate the channel with fewer measurements. Most of the previous work uses a predefined discrete Fourier transform matrix or overcomplete Fourier transform matrix to approximate the channel. READ MORE
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2. Image inpainting using sparse reconstruction methods with applications to the processing of dislocations in digital holography
University essay from Luleå tekniska universitet/Institutionen för teknikvetenskap och matematikAbstract : This report is a master thesis, written by an engineering physics and electrical engineering student at Luleå University of Technology.The desires of this project was to remove dislocations from wrapped phase maps using sparse reconstructive methods. READ MORE
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3. A Novel Shoeprint Enhancement method for Forensic Evidence Using Sparse Representation method.
University essay from Blekinge Tekniska Högskola/Institutionen för tillämpad signalbehandlingAbstract : Shoeprints are often recovered at crime scenes and are the most abundant form of evidence at a crime scene, and in some cases, it is proved to be as accurate as fingerprints. The basis for shoeprint impression evidence is determining the source of a shoeprint impression recovered from a crime scene. READ MORE
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4. Semantic Segmentation : Using Convolutional Neural Networks and Sparse dictionaries
University essay from Linköpings universitet/DatorseendeAbstract : The two main bottlenecks using deep neural networks are data dependency and training time. This thesis proposes a novel method for weight initialization of the convolutional layers in a convolutional neural network. This thesis introduces the usage of sparse dictionaries. READ MORE
