MOT Challenge

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MOT17-01-DPM

MOT17-03-DPM

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.

Rendering of new sequences is currently deactivated due to heavy load.

Benchmark:

MOT17 |

Short name:

GMPHDOGM17

Detector:

Public

Description:

IEEE Access in https://ieeexplore.ieee.org/document/8897600

Reference:

Y. Song, K. Yoon, Y. Yoon, K. Yow, M. Jeon. Online Multi-Object Tracking with GMPHD Filter and Occlusion Group Management. In IEEE Access, 2019.

Last submitted:

June 30, 2019 (4 years ago)

Published:

August 01, 2019 at 08:45:27 CET

Submissions:

Project page / code:

https://github.com/SonginCV/GMPHD-OGM_Tracker

Open source:

Yes

Hardware:

Intel i7-7700K @ 4.2GHz, 4 Cores, no GPU

Runtime:

30.7 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	49.9	47.1	0.0	464 (19.7)	895 (38.0)	24,024	255,277	54.8	92.8	0.0	0.0	0.0	0.0	0.0	0.0	100.0	1.4	3,125 (57.1)	3,540 (64.7)

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	28.0	41.7	0.0	2	13	74	4,555	29.4	96.2	0.0	0.0	0.0	0.0	0.0	0.0	100.0	0.2	13	25
MOT17-01-FRCNN	35.5	43.5	0.0	7	8	1,148	2,991	53.6	75.1	0.0	0.0	0.0	0.0	0.0	0.0	100.0	2.6	19	27
MOT17-01-SDP	44.5	41.2	0.0	7	5	780	2,756	57.3	82.6	0.0	0.0	0.0	0.0	0.0	0.0	100.0	1.7	43	54
MOT17-03-DPM	49.8	43.7	0.0	25	33	4,261	47,999	54.1	93.0	0.0	0.0	0.0	0.0	0.0	0.0	100.0	2.8	278	304
MOT17-03-FRCNN	60.0	52.2	0.0	45	25	3,800	37,869	63.8	94.6	0.0	0.0	0.0	0.0	0.0	0.0	100.0	2.5	220	324
MOT17-03-SDP	76.5	55.8	0.0	85	12	3,366	20,760	80.2	96.1	0.0	0.0	0.0	0.0	0.0	0.0	100.0	2.2	475	539
MOT17-06-DPM	46.0	51.3	0.0	28	102	296	5,919	49.8	95.2	0.0	0.0	0.0	0.0	0.0	0.0	100.0	0.2	151	185
MOT17-06-FRCNN	51.5	56.0	0.0	69	46	1,478	4,016	65.9	84.0	0.0	0.0	0.0	0.0	0.0	0.0	100.0	1.2	227	228
MOT17-06-SDP	56.3	57.3	0.0	78	65	942	4,030	65.8	89.2	0.0	0.0	0.0	0.0	0.0	0.0	100.0	0.8	177	165
MOT17-07-DPM	36.0	34.4	0.0	5	28	501	10,132	40.0	93.1	0.0	0.0	0.0	0.0	0.0	0.0	100.0	1.0	171	186
MOT17-07-FRCNN	33.5	40.3	0.0	4	20	688	10,441	38.2	90.4	0.0	0.0	0.0	0.0	0.0	0.0	100.0	1.4	107	168
MOT17-07-SDP	46.9	44.1	0.0	11	17	796	8,017	52.5	91.8	0.0	0.0	0.0	0.0	0.0	0.0	100.0	1.6	160	177
MOT17-08-DPM	28.1	36.0	0.0	11	40	534	14,596	30.9	92.4	0.0	0.0	0.0	0.0	0.0	0.0	100.0	0.9	56	62
MOT17-08-FRCNN	25.7	35.6	0.0	10	40	825	14,817	29.9	88.4	0.0	0.0	0.0	0.0	0.0	0.0	100.0	1.3	48	70
MOT17-08-SDP	33.7	41.7	0.0	17	33	543	13,354	36.8	93.5	0.0	0.0	0.0	0.0	0.0	0.0	100.0	0.9	100	113
MOT17-12-DPM	38.6	50.4	0.0	11	52	290	4,990	42.4	92.7	0.0	0.0	0.0	0.0	0.0	0.0	100.0	0.3	39	39
MOT17-12-FRCNN	35.9	51.1	0.0	10	50	423	5,108	41.1	89.4	0.0	0.0	0.0	0.0	0.0	0.0	100.0	0.5	26	32
MOT17-12-SDP	43.1	54.3	0.0	18	38	666	4,218	51.3	87.0	0.0	0.0	0.0	0.0	0.0	0.0	100.0	0.7	44	44
MOT17-14-DPM	21.9	31.8	0.0	6	101	533	13,760	25.6	89.9	0.0	0.0	0.0	0.0	0.0	0.0	100.0	0.7	141	142
MOT17-14-FRCNN	22.8	32.1	0.0	8	84	1,244	12,830	30.6	82.0	0.0	0.0	0.0	0.0	0.0	0.0	100.0	1.7	196	270
MOT17-14-SDP	27.6	32.5	0.0	7	83	836	12,119	34.4	88.4	0.0	0.0	0.0	0.0	0.0	0.0	100.0	1.1	434	386

Raw data:

download

RTAT

GMPHDOGM17

AFN17

GMPHDOGM17: Online Multi-Object Tracking with GMPHD Filter and Occlusion Group Management