Research Article
Top-Down and Bottom-Up Cues Based Moving Object Detection for Varied Background Video Sequences
Table 5
Comparison of recall of proposed approaches.
| Video name | Total Objects | Method 1 | Method 2 | Method 3 | Method 4 | Method 5 | Method 6 | Method 7 | GMM [10] | KDE [15] |
| ATM | 698 | 0.9327 | 0.7321 | 0.8553 | 0.8653 | 0.7736 | 0.8926 | 0.9656 | 0.6977 | 0.7206 | Cam | 4431 | 0.977 | 0.9068 | 0.9278 | 0.8996 | 0.8797 | 0.9429 | 0.9964 | 0.8497 | 0.8693 | Campus_raw | 1104 | 0.9909 | 0.8995 | 0.9248 | 0.8659 | 0.9031 | 0.9275 | 0.9508 | 0.7506 | 0.7837 | EPC-200-day-bird | 1100 | 0.9136 | 0.9036 | 0.8845 | 0.8991 | 0.8164 | 0.93 | 0.9955 | 0.8016 | 0.8370 | HALLWAY_A | 621 | 0.9758 | 0.8776 | 0.8148 | 0.7552 | 0.8229 | 0.9581 | 0.9973 | 0.7036 | 0.7773 | highwayI_raw | 410 | 0.9488 | 0.8 | 0.7268 | 0.7439 | 0.8293 | 0.9024 | 0.9887 | 0.5845 | 0.6844 | person15_walking_d1_uncomp | 705 | 0.9773 | 0.8539 | 0.8851 | 0.8468 | 0.8667 | 0.9390 | 0.9707 | 0.6976 | 0.5707 | stair | 678 | 0.9499 | 0.8525 | 0.8894 | 0.8732 | 0.9027 | 0.9292 | 0.9574 | 0.7376 | 0.7986 | visor_1197284015696_07_fumogeno4 | 1995 | 0.985 | 0.9529 | 0.9514 | 0.9173 | 0.9624 | 0.9754 | 0.9975 | 0.8617 | 0.8802 | Overall Recall | ā | 0.9612 | 0.8643 | 0.8733 | 0.8518 | 0.8619 | 0.9330 | 0.98 | 0.7427 | 0.7691 |
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