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Background Recent progress in next-generation sequencing technology has afforded several improvements such as ultra-high throughput at low cost, very high read quality, and substantially increased sequencing depth. State-of-the-art high-throughput sequencers, such as the Illumina MiSeq system, can generate ~15 Gbp sequencing data per run, with >80% bases above Q30 and a sequencing depth of up to...
In this paper, we propose an efficient motion adaptive de-interlacing algorithm with edge-oriented low-complex interpolation (LCI) based methods. The proposed algorithm is composed of the improved 4-field motion detection and three de-interlacing modes, which are the inter-field average, the LCI with the expanded edge detection, and the 3-dimension (3-D) median LCI method. First, the proposed improved...
In many life science applications, due to the requirement of real time data processing and/or the very large size of the available dataset, a classifier with high efficiency is usually more preferable, or even necessary, with the prerequisite of not deteriorating effectiveness too much. That means a more desirable classifier in this context should run faster but still retain high accuracy. In this...
The Yitong Basin in Northeast China is an asymmetric, elongate pull-apart graben. It underwent intense subsidence during the Tertiary, forming four sub-depressions filled with thick alluvial-lacustrine clastic sequences. The sedimentation of the basin is characteristic of rapid near-source deposition during intermontane flooding. The source rock consists of dark claystones and shales deposited in...
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