Lossless Data Compression with Transformer

G Izacard, A Joulin, E Grave - 2019 - openreview.net
… the compression ratio of state-of-the-art algorithms. In this paper, we propose a Transformer
based lossless compression method that match the best compression ratio for text. Our …

A new lossless neighborhood indexing sequence (NIS) algorithm for data compression in wireless sensor networks

J Uthayakumar, T Vengattaraman, P Dhavachelvan - Ad Hoc Networks, 2019 - Elsevier
… This paper aims to provide a simple and efficient lossless compression scheme called …
-efficient lossless compression technique called NIS algorithm for WSN. The algorithm is very fast …

A lossless compression approach based on delta encoding and T‐RLE in WSNs

A Saidani, X Jianwen… - … and Mobile Computing, 2020 - Wiley Online Library
data compression algorithms and to increase nodes’ energy efficiency. In this paper, we
proposed a novel lossless compression … (T-RLE) algorithms. T-RLE is an optimization of the RLE …

[HTML][HTML] Compression of Text in Selected Languages—Efficiency, Volume, and Time Comparison

B Stecuła, K Stecuła, A Kapczyński - Sensors, 2022 - mdpi.com
… following: lossless and lossy [1,10]. Lossless compression reproduces the data perfectly from
… There is also more work on lossless compression algorithms suitable for IoT; for example, […

A new real-time lossless data compression algorithm for ECG and PPG signals

S Banerjee, GK Singh - Biomedical Signal Processing and Control, 2023 - Elsevier
… A comparative study of the proposed work with previously published works proved this fact
that this algorithm … Therefore, in this work, a new lossless compression process for biological …

[PDF][PDF] A study on various data compression types and techniques

K Muthuchamy - International Journal of Research and Analytical …, 2018 - ijrar.com
… provides the study of various lossy and lossless data compression techniques.Compression
is the … In essence, lossless compression algorithms are most needed in cases that require …

[HTML][HTML] Lossless and Near-Lossless Compression Algorithms for Remotely Sensed Hyperspectral Images

A Altamimi, B Ben Youssef - Entropy, 2024 - mdpi.com
Comparison with Other Lossless Methods We provide in Table 11 a comparison of our
HSI lossless compression algorithm with other lossless methods in terms of bit rate (bpp). In …

[HTML][HTML] An Efficient Lossless Compression Algorithm for Maritime Safety Information Using Byte Encoding Network

J Hu, Y Gao, Q Jin, G Zhao, H Lu - Journal of Marine Science and …, 2024 - mdpi.com
… show that the proposed algorithm is particularly suitable for compressing the maritime safety
algorithms. Therefore, this study indicates that the proposed lossless compression method …

[PDF][PDF] ANALYSIS AND COMPARISON OF DATA COMPRESSION TECHNIQUES AND THEIR APPLICATION TO TEXT FILES

JM Mehalhal, AA Bensaid, NM Musbah, MF Agbisha - jst.tve.gov.ly
… This paper presents a study of some of the data compression … shift code algorithm, and the
LZW method, analysing and comparingLossless compression means that when the data is …

[引用][C] A comparative study on lossy image compression techniques

A Roy, LP Saikia - Int. J. Curr. Trends Eng. Res, 2016