Resiliency and Efficiency of the CCSDS 124.0-B-1 Telemetry Compression Standard by Miguel Hernandez-Cabronero, David Evans, Joan Bartrina-Rapesta, Francesc Auli-Llinas, Ian Blanes, Joan Serra-Sagrista

“…The Consultative Committee for Space Data Systems (CCSDS) recently published a lossless compression standard for housekeeping and telemetry. …”
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Expanding the capabilities of normalizing flows in deep generative models and variational inference by Caterini, AL

“…Beyond just deep generative modelling and variational inference, normalizing flows have shown promise as a plug-in density model in other settings such as approximate Bayesian computation and lossless compression. However, the bijectivity constraint can pose quite a restriction on the expressiveness of these approaches, and forces the learned distribution to have full support over the ambient space which is not well-aligned with the common assumption that low-dimensional manifold structure is embedded within high-dimensional data.…”

A Performance Review for Hybrid Region of Interest-Based Medical Image Compression by Suhaila Ab Aziz, Suriani Mohd Sam, Noor Hafizah Hassan, Hafiza Abas, Siti Zaleha Abdul Rasid, Muhammad Fathi Yusof, Norliza Mohamed

“…Furthermore, these algorithms shorten the image compression process time by manipulating the advantages of lossy and lossless compression techniques. A comprehensive review of previous studies that utilized this approach was conducted. …”
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A Decomposition Method for Global Evaluation of Shannon Entropy and Local Estimations of Algorithmic Complexity by Hector Zenil, Santiago Hernández-Orozco, Narsis A. Kiani, Fernando Soler-Toscano, Antonio Rueda-Toicen, Jesper Tegnér

“…We investigate the properties of a Block Decomposition Method (BDM), which extends the power of a Coding Theorem Method (CTM) that approximates local estimations of algorithmic complexity based on Solomonoff–Levin’s theory of algorithmic probability providing a closer connection to algorithmic complexity than previous attempts based on statistical regularities such as popular lossless compression schemes. The strategy behind BDM is to find small computer programs that produce the components of a larger, decomposed object. …”
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Deep Learning Approaches for Video Compression: A Bibliometric Analysis by Ranjeet Vasant Bidwe, Sashikala Mishra, Shruti Patil, Kailash Shaw, Deepali Rahul Vora, Ketan Kotecha, Bhushan Zope

“…Various machine learning approaches are currently applied in data compression techniques and tested to obtain better lossy and lossless compression results. A very efficient and variety of research is already available for image compression. …”
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Parallel architectures for entropy coding in a dual-standard ultra-HD video encoder by Lam, Bonnie K. Y. (Bonnie Kit Ying)

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Efficient and secured compression and steganography technique in wireless sensor network by Tuama, Ammar Yaseen

“…The proposed solution is designed to be less complicated, low energy consumption and resource efficient with the ability to provide a lossless compression for a variety of data size. We analyse the solution and compare with a range of well-known algorithms in terms of compression ratio, memory usage, the number of instructions, compression speed and energy consumption. …”
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Robust compression of multispectral remote sensing data by Cabrera-Mercader, Carlos R. (Carlos Rubén)

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Multimodal fingerprint and face biometrics with fragile watermarking and convolutional neural network by Najih, Abdulmawla

“…Since the binarized fingerprint image passes only through lossless compression, i.e. Huffman encoding, the results showed that the fingerprint information before watermarking and that extracted from the watermarked image are identical. …”
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Enhancing genomic mutation data storage optimization based on the compression of asymmetry of sparsity by Youde Ding, Youde Ding, Yuan Liao, Ji He, Jianfeng Ma, Xu Wei, Xuemei Liu, Guiying Zhang, Guiying Zhang, Jing Wang, Jing Wang

“…How to achieve fast lossless compression and decompression according to the characteristics of the data to speed up data transmission and processing requires research on relevant compression algorithms.Methods: In this paper, a compression algorithm for sparse asymmetric gene mutations (CA_SAGM) based on the characteristics of sparse genomic mutation data was proposed. …”
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Model-code separation architectures for compression based on message-passing by Huang, Ying-zong

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Image Compression using Sum-Product Networks by Jayashankar, Tejas K.

“…This work applies the proposed architecture for the lossless compression of binary and grayscale images. We compare our architecture against some of the most commonly used compression systems of today and theoretical limits. …”
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“Cell Disk” DNA Storage System Capable of Random Reading and Rewriting by Zhaohua Hou, Wei Qiang, Xiangxiang Wang, Xiaoxu Chen, Xin Hu, Xuye Han, Wenlu Shen, Bing Zhang, Peng Xing, Wenping Shi, Junbiao Dai, Xiaoluo Huang, Guanghou Zhao

“…Additionally, a codec algorithm with lossless compression ability is developed to improve the information density of each cell “block”. …”
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Automated Measurement Of The Density Of Vessels On Whole Slide Images Of Paediatric Brain Tumours by Christophe Deroulers, V. Dangouloff-Ros, M. Badoual, P. Varlet, N. Boddaert

“…We tried two formats for web serving: DeepZoom (which can be served directly by a webserver) and pyramidal TIFF (which needs to be served by a modified version of IIPImage server [3] because lossless compression of the masks was used to preserve both disk space and image quality). …”
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Efficient reconfigurable architectures for 3-D medical image compression by Ahmad, Afandi

“…An evaluation of the 3-D integer transform (IT) and the discrete wavelet transform (DWT) with lifting scheme (LS) for transform blocks reveal that 3-D IT demonstrates better computational complexity than the 3-D DWT, whilst the 3-D DWT with LS exhibits a lossless compression that is signi�cantly useful for medical image compression. …”
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Low-complexity approaches to distributed data dissemination by Coleman, Todd P. (Todd Prentice), 1977-

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COMPRESSION OF SIGNS OF QUANTIZED DISCRETE COSINE TRANSFORM COEFFICIENTS OF JPEG IMAGES by Александр Иванович Мирошниченко, Николай Николаевич Пономаренко, Владимир Васильевич Лукин

“…Images compressed in accordance with the JPEG standard may be additionally lossless compressed to reduce the amount of data transmitted over the communication channels or to reduce the space occupied by such images on data storage devices. …”
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Blockchain of Resource-Efficient Anonymity Protection with Watermarking for IoT Big Data Market by Chia-Hui Wang, Chih-Hao Hsu

“…The performance results demonstrated that our proposed scheme can provide data owners and consumers with ownership and anonymity via watermarking the IoT big data streams for lossless compressibility. Meanwhile, the developed DApp with our proposed scheme on the Ethereum blockchain can help data owners freely share and trade with consumers in convenience with availability, reliability, and security without mutual trust.…”
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Parallelization Of CCSDS Hyperspectral Image Compression Using C++ by Tan, Lit Chez

“…As the response, Consultative Committee for Space Data System (CCSDS) have released Lossless Multispectral and Hyperspectral Image Compression standard (CCSDS-MHC) as the standard to losslessly compress the hyperspectral image taken by spaceborne devices. …”
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Advances in integrating autonomy with acoustic communications for intelligent networks of marine robots by Schneider, Toby Edwin

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