DP_NMS_16: Dynamic Programming

MOT16-14


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 (4 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:


DP_NMS_16