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Image and video compression of fluid flow data
AbstractWe study the compression of spatial and temporal features in fluid flow data using multimedia compression techniques. The efficacy of spatial...
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Efficient Compression of Multimedia Data using Lempel–Ziv–Markov Chain Adaptive Block Compressive Sensing (LZMC-ABCS)
The exponential expansion of data in the digital world necessitates the development of effective methods for data transmission and storage. Data...
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Lossless Data Compression and Blockchain-Assisted Aggregation for Overlapped-Clusters Sensor Networks
The compression on replicated string characters of large-sized data diminishes the consumption of the sensor’s memory storage and power dissipation...
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Compression-Based Data Augmentation for CNN Generalization
Nowadays, deep learning is widely exploited in various fields due to its ability to solve complex problems. These networks have proven their...
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ECG Data Compression Using of Empirical Wavelet Transform for Telemedicine and e-Healthcare Systems
In this article, a highly adaptable method the empirical wavelet transform (EWT) is utilized to compress electrocardiogram (ECG) data. EWT and...
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Research on Data Compression Technology of Satellite-Based Electromagnetic Spectrum Monitoring System
At present, the satellite-based electromagnetic spectrum (EMS) monitoring system has been developed to a certain extent, and there are already some...
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Lossless Preprocessing of Floating Point Data to Enhance Compression
Data compression algorithms typically rely on identifying repeated sequences of symbols from the original data to provide a compact representation of...
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Research on Power Quality Data Compression Algorithm Based on Complex Wavelet Transform
With the development of smart grid and new energy grid-connected technology, a large number of nonlinear, sensitive, and impact loads are widely used...
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Study of Energy-Efficient Biomedical Data Compression Methods in the Wireless Body Area Networks (WBANs) and Remote Healthcare Networks
Wireless Body Area Network (WBAN) is a wireless network of short-range communication protocols for remote healthcare monitoring with the possibility...
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A Preliminary Study on AI for Telemetry Data Compression
Compression of telemetry streams is fundamental for both their storage and transmission. Recently, machine learning has been employed to enhance...
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Smart data preprocessing method for remote vehicle diagnostics to increase data compression efficiency
The increasing number of functions in modern vehicle leads to an exponential increase in software complexity. The validity and reliability of all...
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Method for High-Efficiency Data Compression and Transmission of Vehicle Measurement Data Through Mobile Internet
Lorenz Georg Görne presents a method (PrOComp) for optimal usage of the transmission path between the vehicle and the data backend. The compression...
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Image Watermarking Using Data Compression
Embedding a hidden stream of bits in a file is named Digital Watermarking. The file can be an audio, text, an image, or a video.
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Effect of Data Compression on Cipher Text Aiming Secure and Improved Data Storage
Cryptography is a technique of protecting the data from an unauthorized access using encryption process. Encryption converts the plain text into...
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Digital Image Compression
To eliminate redundant data and highlight useful information, it is generally necessary to compress the image. The typical compression process can be...
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A Lossless Distributed Data Compression and Aggregation Methods for Low Resources Wireless Sensors Platforms
Wireless Multimedia Sensor Networks (WMSN) are undoubtedly one of the technologies that will transform the world around all of us. Still, they have...
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Lossless Compression Approach for Reversible Data Hiding in Encrypted Images
The popularity of multimedia and internet communication has increased abruptly. It is not only vital to save original media without losing...
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DeepComp: A Hybrid Framework for Data Compression Using Attention Coupled Autoencoder
Due to the evolution of new media formats, emphasis on appropriate compression of data becomes paramount. Compression algorithms employed in...
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Wavelet Application to Image and Data Compression
We discuss wavelet-based application to image and data compression in this chapter. Compression is important and has different ways in which it can...
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A Novel Compression Method for Transmitting Multimedia Data in Wireless Multimedia Sensor Networks
This paper discusses various compression methods used in wireless sensor networks. Compressed sensing is the emerging signal processing tool that...