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The combination of modern image processing and cluster algorithms offers the ability to distinguish between the different properties of the flame.
Our software consists of two major activities ROI extraction with image processing and cluster analysis with an artificial intelligence technique.
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Sequencing, EST processing and clustering were performed as described [ 17].
The bioinformatics group led by TLC did the EST sequence processing and clustering.
After sequence processing and clustering the 6,656 cDNA clones had been assembled in 567 contigs and 1,091 singlets [ 10].
We have implemented a pipeline for rapid processing and clustering of EST data, based on enhanced suffix arrays [ 32- 34].
Raw sequence traces were fed into ProcessEST, an in-house pipeline system developed for the processing and clustering of ESTs.
FragKB annotation workflow is based on three broad modules as depicted in Figure 1, namely: (1) Fragment pre-processing and clustering (Figure 1A), (2) Cluster annotations (Figure 1B), (3) Protein annotations (Figure 1C).
MAG performed base calling, pre-processing and clustering of EST sequences from the active and inactive stage.
Today that number has shrunk to a mere 80,000, and they are employed largely by specialist producers in areas such as furnishing, food processing and the cluster that makes up Manhattan's vibrant garment district.
In the preprocessing stage, we perform noise reduction, applying a spatial filtering and a morphological processing, and motion clustering, obtaining the moving region from the motion image.
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