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Long non‐coding RNAs (lncRNAs) are non‐protein coding transcripts containing more than 200 nucleotides. In the past, lncRNAs were considered as ‘transcript noise’ or ‘pseudogenes’ and were thus ignored. However, in recent years, lncRNAs have been proven to regulate gene expression at the epigenetic, transcriptional and translational level, and thereby influence cell proliferation, apoptosis, viability,...
This paper presents a new method for texture image classification based on compressed sensing (CS) and feature representation using scale-invariant Bag-of-Words model (SIBW). The issue is discussed from the following three aspects: 1) texture image compression, 2) Scale Invariant Feature Transform (SIFT) feature extraction in compressed domain and 3) classification by using SIBW. The texture classification...
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