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Enhancement and compression of the electrocardiogram signal using the discrete wavelet transform
The aim of this paper is to present an efficient process of the denoising and the compression of the electrocardiogram signal (ECG). This process is based on an enhanced algorithm based on theExpand
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Deep Learning application for plant diseases detection
TLDR
We present a Convolutional neural network model based on VGGnet16 architecture for the recognition of sick and healthy leaves, Several optimizer are tested to examine accuracy and model stability, the best results are obtained with SGD optimizer. Expand
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Design optimization of the quantization and a pipelined 2D-DCT for real-time applications
TLDR
In this paper, in addition to the hardware implementation on an FPGA, an extended optimization has been performed by merging the multiplications in the quantization block without having an impact on the image quality. Expand
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Efficient architecture for direct 8 × 8 2D DCT computations with earlier zigzag ordering
TLDR
In this paper, we propose a low complexity architecture for direct 2D DCT zigzag reordering and quantization merged architecture, which respects the real time HDTV video requirements with low power consumption. Expand
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Efficient Implementation of Givens QR Decomposition on VLIW DSP Architecture for Orthogonal Matching Pursuit Image Reconstruction
TLDR
In this paper, an efficient and optimized implementation of QR decomposition on TMS320C6678 floating point DSP is introduced. Expand
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VLIW DSP-Based Low-Level Instruction Scheme of Givens QR Decomposition for Real-Time Processing
TLDR
This paper presents an efficient and optimized approach to implement Givens QRD in a low-power platform based on VLIW architecture that could maximize the parallelism rate and minimize clock cycles. Expand
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Fuzzy detection orange tree leaves diseases using a co-occurrence matrix-based K-nearest neighbours classifiers
TLDR
The improvement of production efficiency in the farming environment is nowadays of a great interest in the agriculture industry. Expand
Novel Implementation Approach with Enhanced Memory Access Performance of MGS Algorithm for VLIW Architecture
TLDR
Modified Gram–Schmidt (MGS) algorithm is one of the most-known forms of QR decomposition (QRD) algorithms. Expand
Novel parallel Givens QR decomposition implementation on VLIW architecture with Efficient memory access for real time image processing applications
TLDR
In this paper, a novel implementation of QRD on VLIW DSP architecture with an efficient memory access approach is introduced. Expand
Efficient electrocardiogram (ECG) lossy compression scheme
TLDR
A new electrocardiogram (ECG) lossy compression scheme has been developed. Expand
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