An electric field model based on baseline and core points is proposed to estimate fingerprint orientation field. Orientation field firstly emerged in baseline and core area. Orientation field near baseline is parallel to baseline which is caused by baseline. Orientation field near core point is changeable which is influenced by core point. Then fingerprint orientation field outspreads. At last, orientation field converges at delta point. This model can explain well why core and delta points exist in pairs in fingerprint images. Experimental results in NIST-4 show that our model can estimate fingerprint orientation field fairly accurately.
This paper focuses on optimization of data collecting solution for Web usage mining in order to improve operating efficiency of Web usage mining systems. Some strategies are introduced, like reducing redundancy, extending functions of elements to be collected, differentiating the submission based on elements classifying, advancing data preprocessing at client sides and so on. With these strategies, the efficiency of data storing, resources balancing, data analyzing and transferring are significantly improved.
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