Tissue culturing monitoring method and system based on image mist elimination
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The invention relates to a tissue culturing monitoring method based on image mist elimination. The tissue culturing monitoring method includes the steps of obtaining real-time monitoring image information and real-time environment information of a tissue culturing monitoring point in a tissue culturing room; preprocessing the real-time monitoring image information to obtain a preprocessed image, and then obtaining a dark channel image of the preprocessed image; carrying out bilateral filtering on the dark channel image, calculating an atmospheric optical value A according to the bilaterally-filtered dark channel image, and calculating a transmittance predicted value according to the real-time monitoring image information; obtaining a mist-eliminated monitoring image according to a mist image forming model; sending the real-time monitoring image information, the real-time environment information and the mist-eliminated monitoring image to a user. The invention further discloses a tissue culturing monitoring system based on image mist elimination. By means of the tissue culturing monitoring method and system, automatic real-time collecting is achieved in the whole process, and the labor cost is greatly saved; preprocessing and mist elimination processing are carried out on obtained tissue culturing real-time monitoring information at the server side, and therefore the influences of mist on a tissue culturing monitoring picture are reduced as far as possible.
[1] Qing Liu,et al. Fast image dehazing using improved dark channel prior , 2012, 2012 IEEE International Conference on Information Science and Technology.