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In the palmprint identification system, feature fusion has been emerging an effective way to improve system performance. Feature vectors extracted from palmprint and fusion strategy are key factors in this procedure. This paper discusses issues about the two aspects respectively. (1) The performance will decline considerably as the number of categories increase. This is determined by the intrinsic...