Effect of Lossy JPEG Compression of an Image with Chromatic Aberrations on Target Measurement Accuracy [PDF]
This paper reports an experiment conducted to investigate the effect of lossy JPEG compression of an image with chromatic aberrations on the measurement accuracy of target center by the intensity-weighted centroid method.
R. Matsuoka
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Evaluating lossy data compression on climate simulation data within a large ensemble [PDF]
High-resolution Earth system model simulations generate enormous data volumes, and retaining the data from these simulations often strains institutional storage resources.
A. H. Baker +14 more
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Lossy P-LDPC Codes for Compressing General Sources Using Neural Networks
It is challenging to design an efficient lossy compression scheme for complicated sources based on block codes, especially to approach the theoretical distortion-rate limit. In this paper, a lossy compression scheme is proposed for Gaussian and Laplacian
Jinkai Ren +3 more
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Performance evaluation of lossy quality compression algorithms for RNA-seq data
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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A Reliable Data Compression Scheme in Sensor-Cloud Systems Based on Edge Computing
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]
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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Lossy Compression With Universal Distortion
We consider a novel variant of $d$-semifaithful lossy coding in which the distortion measure is revealed only to the encoder and only at run-time, as well as an extension of it in which the distortion constraint $d$ is also revealed at run-time. Two forms of rate redundancy are used to analyze the performance, and achievability results of both a ...
Adeel Mahmood, Aaron B. Wagner
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Accuracy analysis of lossless and lossy disparity map compression
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
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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A note on precision-preserving compression of scientific data [PDF]
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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