LINF1: Improving Multi-Frame Data Association with Sparse Representations for Robust Near-Online Multi-Object Tracking


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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.

Benchmark:

MOT15 |

Short name:

LINF1

Detector:

Public

Description:

n/a

Reference:

Last submitted:

March 05, 2016 (6 years ago)

Published:

March 16, 2016 at 15:53:31 CET

Submissions:

1

Project page / code:

n/a

Open source:

No

Hardware:

2.7 GHZ, 8 Core

Runtime:

7.5 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1524.534.826.440 (5.5)466 (64.6)5,86440,20734.678.429.723.732.866.826.159.275.51.0298 (8.6)744 (21.5)

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-114.440.330.8893,0564,87347.659.234.727.637.968.136.745.575.56.135106
ADL-Rundle-335.837.227.24119495,52245.783.023.931.326.468.034.662.876.31.55988
AVG-TownCentre11.120.718.551831066,24112.789.537.09.340.669.59.567.074.90.2534
ETH-Crossing21.430.222.7220977522.796.230.117.230.979.617.574.278.90.045
ETH-Jelmoli36.552.635.17221691,43043.686.839.631.244.668.233.767.077.30.41135
ETH-Linthescher9.215.516.53173408,0679.795.637.47.340.174.77.472.878.30.0310
KITTI-1639.147.734.3045896643.292.739.130.245.658.332.068.676.70.31226
KITTI-1927.842.429.85235923,23639.478.133.127.138.159.429.458.271.40.632186
PETS09-S2L237.734.123.91113935,49743.091.319.030.320.263.631.867.574.70.9114202
TUD-Crossing64.261.742.1521237566.098.438.046.644.859.748.973.077.30.1822
Venice-118.532.124.1084803,22529.373.629.120.030.869.122.456.177.11.11530

Raw data: