MOT Challenge

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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.

Benchmark:

MOT15 |

Short name:

MTSTracker

Detector:

Public

Description:

n/a

Reference:

F. Nguyen Thi Lan Anh, F. Bremond. Multi-Object Tracking using Multi-Channel Part Appearance Representation. In International conference on Advanced video and Signal Based Surveillance, 2017.

Last submitted:

July 07, 2017 (7 years ago)

Published:

July 07, 2017 at 15:21:09 CET

Submissions:

Project page / code:

n/a

Open source:

Hardware:

CPU 16GHZ, 8 core

Runtime:

19.3 Hz

Benchmark performance:

Sequence	MOTA	IDF1	HOTA	MT	ML	FP	FN	Rcll	Prcn	AssA	DetA	AssRe	AssPr	DetRe	DetPr	LocA	FAF	ID Sw.	Frag
MOT15	20.6	31.9	0.0	65 (9.0)	266 (36.9)	15,161	32,212	47.6	65.8	0.0	0.0	0.0	0.0	0.0	0.0	0.0	2.6	1,387 (29.2)	2,357 (49.5)

Detailed performance:

Sequence	MOTA	IDF1	HOTA	MT	ML	FP	FN	Rcll	Prcn	AssA	DetA	AssRe	AssPr	DetRe	DetPr	LocA	FAF	ID Sw.	Frag
ADL-Rundle-1	2.4	25.6	0.0	6	8	4,200	4,749	49.0	52.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	8.4	138	241
ADL-Rundle-3	24.7	29.9	0.0	4	9	2,400	5,062	50.2	68.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	3.8	197	219
AVG-TownCentre	21.8	39.4	0.0	20	63	1,717	3,671	48.6	66.9	0.0	0.0	0.0	0.0	0.0	0.0	0.0	3.8	203	396
ETH-Crossing	24.8	43.8	0.0	1	12	86	662	34.0	79.9	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.4	6	12
ETH-Jelmoli	28.9	48.4	0.0	9	15	648	1,110	56.2	68.8	0.0	0.0	0.0	0.0	0.0	0.0	0.0	1.5	45	66
ETH-Linthescher	22.0	29.8	0.0	8	130	424	6,463	27.6	85.3	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.4	80	176
KITTI-16	28.4	39.8	0.0	0	4	272	888	47.8	74.9	0.0	0.0	0.0	0.0	0.0	0.0	0.0	1.3	58	103
KITTI-19	6.6	32.2	0.0	4	17	1,856	2,986	44.1	55.9	0.0	0.0	0.0	0.0	0.0	0.0	0.0	1.8	147	379
PETS09-S2L2	37.1	28.3	0.0	5	3	1,881	3,744	61.2	75.8	0.0	0.0	0.0	0.0	0.0	0.0	0.0	4.3	435	599
TUD-Crossing	72.1	68.8	0.0	8	1	55	230	79.1	94.1	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.3	22	43
Venice-1	5.2	25.7	0.0	0	4	1,622	2,647	42.0	54.2	0.0	0.0	0.0	0.0	0.0	0.0	0.0	3.6	56	123

Raw data:

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