FPSN: Feature Pyramid Siamese Network
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Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Benchmark:
MOT17 |
Short name:
FPSN
Detector:
Public
Description:
n/a
Reference:
S. Lee, E. Kim. Multiple Object Tracking via Feature Pyramid Siamese Networks. In IEEE ACCESS, 2018.
Last submitted:
February 02, 2018 (6 years ago)
Published:
January 24, 2019 at 06:23:56 CET
Submissions:
2
Project page / code:
Open source:
No
Hardware:
NVIDIA Titan X
Runtime:
10.1 Hz
Benchmark performance:
| Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT17 | 44.9 | 48.4 | 38.1 | 388 (16.5) | 844 (35.8) | 33,757 | 269,952 | 52.2 | 89.7 | 38.3 | 38.3 | 41.7 | 70.3 | 41.4 | 71.2 | 79.6 | 1.9 | 7,136 (136.8) | 14,491 (277.8) |
Detailed performance:
| Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT17-01-DPM | 25.0 | 31.7 | 25.8 | 2 | 11 | 476 | 4,307 | 33.2 | 81.8 | 28.9 | 23.1 | 33.0 | 60.0 | 25.0 | 61.6 | 76.0 | 1.1 | 54 | 212 |
| MOT17-01-FRCNN | 26.4 | 40.3 | 34.8 | 6 | 8 | 1,449 | 3,265 | 49.4 | 68.7 | 37.1 | 32.9 | 41.2 | 69.9 | 40.4 | 56.2 | 78.9 | 3.2 | 30 | 76 |
| MOT17-01-SDP | 37.0 | 39.7 | 32.3 | 7 | 4 | 1,105 | 2,723 | 57.8 | 77.1 | 28.5 | 36.8 | 34.4 | 61.3 | 44.0 | 58.8 | 77.4 | 2.5 | 237 | 288 |
| MOT17-03-DPM | 37.4 | 40.5 | 31.5 | 21 | 34 | 12,527 | 51,530 | 50.8 | 80.9 | 28.2 | 35.5 | 30.6 | 65.5 | 40.2 | 64.0 | 78.2 | 8.4 | 1,440 | 3,378 |
| MOT17-03-FRCNN | 57.2 | 55.9 | 43.3 | 36 | 27 | 1,687 | 42,875 | 59.0 | 97.3 | 41.7 | 45.3 | 45.1 | 72.9 | 47.3 | 78.0 | 81.0 | 1.1 | 236 | 1,086 |
| MOT17-03-SDP | 71.8 | 66.9 | 51.4 | 64 | 14 | 1,241 | 27,028 | 74.2 | 98.4 | 47.4 | 55.9 | 50.7 | 73.4 | 58.7 | 77.9 | 80.7 | 0.8 | 1,227 | 2,689 |
| MOT17-06-DPM | 42.0 | 47.2 | 34.4 | 23 | 99 | 241 | 6,205 | 47.3 | 95.9 | 34.6 | 34.4 | 38.7 | 68.0 | 35.9 | 72.7 | 77.7 | 0.2 | 385 | 337 |
| MOT17-06-FRCNN | 54.8 | 56.5 | 43.8 | 51 | 56 | 490 | 4,670 | 60.4 | 93.6 | 41.8 | 46.0 | 49.7 | 68.0 | 49.1 | 76.1 | 81.2 | 0.4 | 162 | 347 |
| MOT17-06-SDP | 55.8 | 54.1 | 41.9 | 64 | 66 | 668 | 4,353 | 63.1 | 91.8 | 39.0 | 45.3 | 50.2 | 59.7 | 49.2 | 71.7 | 79.4 | 0.6 | 193 | 331 |
| MOT17-07-DPM | 32.5 | 39.1 | 28.9 | 5 | 26 | 960 | 10,014 | 40.7 | 87.8 | 28.7 | 29.3 | 30.6 | 68.8 | 31.3 | 67.4 | 76.9 | 1.9 | 423 | 610 |
| MOT17-07-FRCNN | 32.5 | 39.6 | 31.8 | 6 | 15 | 1,540 | 9,595 | 43.2 | 82.6 | 33.3 | 31.3 | 35.5 | 69.7 | 34.4 | 65.7 | 77.7 | 3.1 | 268 | 592 |
| MOT17-07-SDP | 44.3 | 43.4 | 33.8 | 11 | 16 | 1,053 | 8,061 | 52.3 | 89.3 | 30.8 | 37.3 | 33.2 | 65.4 | 40.5 | 69.2 | 78.4 | 2.1 | 299 | 705 |
| MOT17-08-DPM | 22.3 | 28.2 | 24.5 | 6 | 40 | 666 | 15,496 | 26.6 | 89.4 | 28.8 | 21.0 | 30.8 | 74.2 | 21.8 | 73.3 | 81.1 | 1.1 | 241 | 317 |
| MOT17-08-FRCNN | 22.2 | 29.9 | 27.3 | 7 | 39 | 848 | 15,491 | 26.7 | 86.9 | 35.4 | 21.1 | 39.0 | 75.1 | 22.2 | 72.3 | 82.2 | 1.4 | 91 | 188 |
| MOT17-08-SDP | 27.8 | 31.2 | 28.6 | 10 | 35 | 664 | 14,211 | 32.7 | 91.2 | 32.6 | 25.4 | 34.5 | 73.4 | 26.6 | 74.1 | 80.8 | 1.1 | 383 | 531 |
| MOT17-12-DPM | 35.9 | 49.5 | 37.0 | 12 | 42 | 552 | 4,914 | 43.3 | 87.2 | 43.2 | 31.7 | 45.8 | 74.1 | 34.3 | 69.1 | 79.7 | 0.6 | 92 | 193 |
| MOT17-12-FRCNN | 36.0 | 51.7 | 39.7 | 12 | 43 | 685 | 4,807 | 44.5 | 84.9 | 47.9 | 33.0 | 51.4 | 76.0 | 36.2 | 69.1 | 81.0 | 0.8 | 59 | 129 |
| MOT17-12-SDP | 39.9 | 54.1 | 42.7 | 19 | 37 | 805 | 4,275 | 50.7 | 84.5 | 49.6 | 36.8 | 53.5 | 75.5 | 41.1 | 68.5 | 81.2 | 0.9 | 132 | 203 |
| MOT17-14-DPM | 18.9 | 28.8 | 21.5 | 7 | 102 | 995 | 13,836 | 25.1 | 82.4 | 25.1 | 18.5 | 26.8 | 64.8 | 19.7 | 64.4 | 77.4 | 1.3 | 164 | 461 |
| MOT17-14-FRCNN | 17.2 | 31.2 | 25.0 | 10 | 72 | 2,959 | 11,858 | 35.8 | 69.1 | 25.9 | 25.1 | 29.4 | 58.1 | 28.6 | 55.1 | 74.2 | 3.9 | 486 | 818 |
| MOT17-14-SDP | 29.0 | 40.2 | 28.6 | 9 | 58 | 2,146 | 10,438 | 43.5 | 78.9 | 28.3 | 29.5 | 30.6 | 66.0 | 33.2 | 60.3 | 76.1 | 2.9 | 534 | 1,000 |
Raw data:
