A Mismatch Detection Method Based on Affine Transformation for Stereo Light Microscopy Stereo Matching

作者:Fan, Shengli*; Yu, Mei; Jiang, Gangyi; Wang, Yigang; Jiang, Hao; Zhang, Qingbo
来源:International Journal of Pattern Recognition and Artificial Intelligence, 2017, 31(5): 1750013.
DOI:10.1142/S0218001417500136

摘要

For the light microscopy images that have the characteristics of shallow depth of field, serious distortion and poor resolution, mismatch is a ubiquitous phenomenon. The paper presents a mismatch detection method for the stereo light microscopy stereo matching. Affine transformation matrix and matching constraint condition are calibrated by the calibration board which has the precision solid dots and the motorized stage. Bias vector of affine transformation of each matching pair is taken as the criteria to apply mismatch detection. The experimental results show that the method can detect more mismatching pairs and preserve more matching pairs than the traditional RANSAC method and the epipolar rectification method.

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