Performance evaluation of lossy quality compression algorithms for RNA-seq data
BMC Bioinformatics, 2020 Background Recent advancements in high-throughput sequencing technologies have generated an unprecedented amount of genomic data that must be stored, processed, and transmitted over the network for sharing.
Rongshan Yu, Wenxian Yang, Shun Wang
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An Evaluation Framework for Lossy Compression of Genome Sequencing Quality Values. [PDF]
Proc Data Compress Conf, 2016 This paper provides the specification and an initial validation of an evaluation framework for the comparison of lossy compressors of genome sequencing quality values.
Alberti C +7 more
europepmc +3 more sources
A Reliable Data Compression Scheme in Sensor-Cloud Systems Based on Edge Computing
IEEE Access, 2021 The rapid development of the IoT and cloud computing has spawned a new network structure — sensor-cloud system (SCS) where sensors, sensor networks, and cloud computing are integrated to perform data sensing, collection, transmission, and decision
Shaofei Lu +5 more
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Lossy checkpoint compression in full waveform inversion: a case study with ZFPv0.5.5 and the overthrust model [PDF]
Geoscientific Model Development, 2022 This paper proposes a new method that combines checkpointing methods with error-controlled lossy compression for large-scale high-performance full-waveform inversion (FWI), an inverse problem commonly used in geophysical exploration. This combination can
N. Kukreja +5 more
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Efficient reconfigurable architectures for 3D medical image compression [PDF]
, 2010 This thesis was submitted for the degree of Doctor of Philosophy and awarded by Brunel University.Recently, the more widespread use of three-dimensional (3-D) imaging modalities, such as magnetic resonance imaging (MRI), computed tomography (CT ...
Afandi, Ahmad
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Accuracy analysis of lossless and lossy disparity map compression
Ain Shams Engineering Journal, 2022 In this paper, we analysed lossless and lossy compression of disparity (depth) images with low range resolution. For that goal, the well-known publicly available Middlebury dataset is used with stereo image pairs, their disparity ground truths and ...
Saad Merrouche +3 more
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A New MRF-Based Lossy Compression for Encrypted Binary Images
IEEE Access, 2020 Although there exist many researches on the compression of original non-encrypted binary images, few approaches focus on the compression of encrypted binary images.
Chuntao Wang +3 more
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Passive Event-Based Extrapolation for Lossy Haptic Data Compression in Bilateral Presence Systems [PDF]
, 2009 A new lossy compression method is proposed for haptic (force, velocity) data as exchanged in bilateral telepresence systems. The method is based on the passive extrapolative compression strategy proposed in [1].
Hirzinger, Gerd +9 more
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A note on precision-preserving compression of scientific data [PDF]
Geoscientific Model Development, 2021 Lossy compression of scientific data arrays is a powerful tool to save network bandwidth and storage space. Properly applied lossy compression can reduce the size of a dataset by orders of magnitude while keeping all essential information, whereas a ...
R. Kouznetsov, R. Kouznetsov
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Colour volumetric compression for realistic view synthesis applications [PDF]
, 2011 Colour volumetric data, which is constructed from a set of multi-view images, is capable of providing realistic immersive experience. However it is not widely applicable due to its manifold increase in bandwidth.
Bull, David +4 more
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