Table 1.
Comparisons of counting accuracy of two recognition algorithms for eight different varieties
Maize varieties | Number of kernels | Hough circle detection algorithm | Proposed algorithm | ||||||
---|---|---|---|---|---|---|---|---|---|
Number of correctly recognized | False-positive number | False-negative number | Correct rate (%) | Number of correctly recognized | False-positive number | False-negative number | Correct rate (%) | ||
Zhengdan 958 | 204 | 182 | 6 | 22 | 89.2 | 191 | 0 | 13 | 93.6 |
Xianyu 688 | 1181 | 971 | 9 | 210 | 82.2 | 1140 | 2 | 41 | 96.5 |
Fudan No. 3 | 1531 | 1208 | 51 | 223 | 78.9 | 1500 | 30 | 31 | 97.9 |
Xianyu 335 | 579 | 532 | 19 | 47 | 91.9 | 554 | 3 | 25 | 95.7 |
Jinnuo 685 | 854 | 743 | 33 | 111 | 87.0 | 804 | 15 | 50 | 94.1 |
Jingkenuo 2016 | 655 | 579 | 38 | 76 | 88.4 | 631 | 2 | 24 | 96.3 |
Beibainuo No. 0 | 548 | 489 | 43 | 59 | 89.2 | 513 | 8 | 35 | 93.6 |
Zhengbai No. 1 | 382 | 350 | 49 | 32 | 91.6 | 373 | 13 | 9 | 97.6 |