DP_NMS_16: Dynamic Programming


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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.

Benchmark:

MOT16 |

Short name:

DP_NMS_16

Detector:

Public

Description:

A dynamic programming (DP) approximation to the successive shortest path (SSP) solution of a network flow framework.

Parameters:

Reference:

H. Pirsiavash, D. Ramanan, C. Fowlkes. Globally-Optimal Greedy Algorithms for Tracking a Variable Number of Objects. In CVPR, 2011.

Last submitted:

September 28, 2017 (5 years ago)

Published:

February 29, 2016 at 00:49:34 CET

Submissions:

2

Open source:

Yes

Hardware:

2.6 GHz, 16 Cores

Runtime:

212.6 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1626.231.224.931 (4.1)512 (67.5)3,689130,55728.493.328.721.830.970.022.573.979.30.6365 (12.9)638 (22.5)

Detailed performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT16-0120.227.322.8115195,05121.098.633.115.837.363.616.074.178.10.03138
MOT16-0337.734.426.696080963,84638.998.127.725.629.471.726.475.579.60.5490534
MOT16-0634.533.527.411131407,32636.599.134.222.141.360.023.368.477.80.0186106
MOT16-0727.228.423.64324811,74728.099.029.918.732.263.919.469.377.40.18693
MOT16-0827.523.920.663310111,95028.597.925.916.528.769.516.976.482.00.27770
MOT16-1238.832.125.9849674,97840.098.032.620.634.972.721.570.379.40.13334
MOT16-149.319.117.211374016,64710.097.929.710.031.766.010.268.876.10.17373

Raw data: