MOT Challenge

MOT17-06-DPM

MOT17-01-DPM

MOT17-03-DPM

MOT17-06-DPM

MOT17-07-DPM

MOT17-08-DPM

MOT17-12-DPM

MOT17-14-DPM

MOT17-01-FRCNN

MOT17-03-FRCNN

MOT17-06-FRCNN

MOT17-07-FRCNN

MOT17-08-FRCNN

MOT17-12-FRCNN

MOT17-14-FRCNN

MOT17-01-SDP

MOT17-03-SDP

MOT17-06-SDP

MOT17-07-SDP

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:

EAMTT_17

Detector:

Public

Description:

Online multi-target tracking with strong and weak detections

Reference:

R. Sanchez-Matilla, F. Poiesi, A. Cavallaro. Online Multi-target Tracking with Strong and Weak Detections. In Computer Vision -- ECCV 2016 Workshops, 2016.

Last submitted:

December 20, 2017 (6 years ago)

Published:

December 20, 2017 at 13:43:27 CET

Submissions:

Project page / code:

https://www.eecs.qmul.ac.uk/~andrea/papers/2016_ECCVW_MOT_OnlineMTTwithStrongAndWeakDetections_Sanchez-Matilla_Poiesi_Cavallaro.pdf

Open source:

Hardware:

i7 3.40GHz 1 Core

Runtime:

12.0 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	42.6	41.8	0.0	300 (12.7)	1,006 (42.7)	30,711	288,474	48.9	90.0	0.0	0.0	0.0	0.0	0.0	0.0	100.0	1.7	4,488 (91.8)	5,720 (117.0)

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	22.0	23.4	0.0	2	14	112	4,885	24.3	93.3	0.0	0.0	0.0	0.0	0.0	0.0	100.0	0.2	36	43
MOT17-01-FRCNN	30.5	37.9	0.0	6	10	1,155	3,298	48.9	73.2	0.0	0.0	0.0	0.0	0.0	0.0	100.0	2.6	27	51
MOT17-01-SDP	41.8	43.9	0.0	6	5	640	3,053	52.7	84.1	0.0	0.0	0.0	0.0	0.0	0.0	100.0	1.4	60	100
MOT17-03-DPM	40.5	34.1	0.0	16	44	3,892	57,822	44.8	92.3	0.0	0.0	0.0	0.0	0.0	0.0	100.0	2.6	521	688
MOT17-03-FRCNN	56.0	47.4	0.0	35	26	2,248	43,447	58.5	96.5	0.0	0.0	0.0	0.0	0.0	0.0	100.0	1.5	357	507
MOT17-03-SDP	70.4	57.9	0.0	68	15	3,199	27,353	73.9	96.0	0.0	0.0	0.0	0.0	0.0	0.0	100.0	2.1	461	822
MOT17-06-DPM	26.7	36.0	0.0	12	126	1,357	7,054	40.1	77.7	0.0	0.0	0.0	0.0	0.0	0.0	100.0	1.1	226	251
MOT17-06-FRCNN	37.8	47.9	0.0	32	67	1,662	5,357	54.5	79.5	0.0	0.0	0.0	0.0	0.0	0.0	100.0	1.4	309	348
MOT17-06-SDP	38.6	46.1	0.0	40	74	1,825	5,089	56.8	78.6	0.0	0.0	0.0	0.0	0.0	0.0	100.0	1.5	320	351
MOT17-07-DPM	26.3	29.4	0.0	4	34	974	11,359	32.8	85.0	0.0	0.0	0.0	0.0	0.0	0.0	100.0	1.9	124	182
MOT17-07-FRCNN	30.8	37.6	0.0	3	20	1,335	10,227	39.5	83.3	0.0	0.0	0.0	0.0	0.0	0.0	100.0	2.7	136	259
MOT17-07-SDP	39.2	40.9	0.0	7	20	1,431	8,697	48.5	85.1	0.0	0.0	0.0	0.0	0.0	0.0	100.0	2.9	137	226
MOT17-08-DPM	19.1	23.5	0.0	4	44	1,201	15,765	25.4	81.7	0.0	0.0	0.0	0.0	0.0	0.0	100.0	1.9	113	134
MOT17-08-FRCNN	21.8	28.4	0.0	7	42	722	15,718	25.6	88.2	0.0	0.0	0.0	0.0	0.0	0.0	100.0	1.2	69	102
MOT17-08-SDP	28.3	29.8	0.0	8	35	821	14,154	33.0	89.5	0.0	0.0	0.0	0.0	0.0	0.0	100.0	1.3	172	225
MOT17-12-DPM	28.9	38.2	0.0	8	50	852	5,254	39.4	80.0	0.0	0.0	0.0	0.0	0.0	0.0	100.0	0.9	54	95
MOT17-12-FRCNN	28.2	43.6	0.0	10	48	819	5,370	38.0	80.1	0.0	0.0	0.0	0.0	0.0	0.0	100.0	0.9	35	93
MOT17-12-SDP	35.7	46.6	0.0	17	42	833	4,678	46.0	82.7	0.0	0.0	0.0	0.0	0.0	0.0	100.0	0.9	58	113
MOT17-14-DPM	11.9	16.6	0.0	1	131	454	15,651	15.3	86.2	0.0	0.0	0.0	0.0	0.0	0.0	100.0	0.6	170	158
MOT17-14-FRCNN	12.1	30.7	0.0	8	84	3,287	12,330	33.3	65.2	0.0	0.0	0.0	0.0	0.0	0.0	100.0	4.4	636	548
MOT17-14-SDP	22.8	33.6	0.0	6	75	1,892	11,913	35.5	77.6	0.0	0.0	0.0	0.0	0.0	0.0	100.0	2.5	467	424

Raw data:

download

MOT_FCG_plus

EAMTT_17

AFN17

EAMTT_17: EA-PHD-PF