Cumulative image recognition method and application program for the same

A cumulative image recognition method for a mobile device, wherein a plurality of the matching data is saved in the mobile device, the cumulative image recognition method comprising:

• a) capturing frames of a recognition target via an image capturing unit of a mobile device;
• b) performing with the mobile device matching analysis on the frame and the plurality of the matching data;
• c) respectively obtaining with the mobile device feature values of each matching data according to the analysis result;
• d) determining with the mobile device if the feature value of the matching data is higher than a first threshold value;
• e) the matching data being an optimal result if the matching data has the feature value higher than the first threshold value, and displaying the optimal result on a display monitor of the mobile device;
• f) if the feature value of the matching data is not higher than the first threshold value, writing with the mobile device the feature value of each matching data in an similar list for summing up the summing feature value of each matching data written in the similar list;
• g) determining with the mobile device if the summing feature value of the matching data is higher than a second threshold value;
• h) if the summing feature value of the matching data is not higher than the second threshold value, re-executing step a to step g;
• and
• i) the matching data being a candidate result if the matching data has the summing feature value higher than the second threshold value, and displaying the candidate result on the display monitor of the mobile device.