MHT_bLSTM6: MHT with Neural Gating using Bilinear LSTM


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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.

Benchmark:

MOT16 |

Short name:

MHT_bLSTM6

Detector:

Public

Description:

n/a

Reference:

C. Kim, F. Li, J. Rehg. Multi-object Tracking with Neural Gating Using Bilinear LSTM. In ECCV, 2018.

Last submitted:

July 26, 2018 (4 years ago)

Published:

July 26, 2018 at 09:04:30 CET

Submissions:

3

Project page / code:

n/a

Open source:

No

Hardware:

Titan X GPU, 3.6GHZ CPU

Runtime:

1.8 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1642.147.836.7113 (14.9)337 (44.4)11,63793,17248.988.537.935.742.372.238.669.879.02.0753 (15.4)1,156 (23.6)

Detailed performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT16-0127.536.528.3697853,81340.476.729.327.535.361.630.958.775.71.73963
MOT16-0349.453.440.232307,29945,26456.789.039.840.942.374.544.770.179.04.9300532
MOT16-0642.245.735.3391061,0675,50752.385.034.136.856.850.640.866.378.10.991132
MOT16-0734.941.132.042449710,02238.692.735.529.037.573.730.372.778.51.0113158
MOT16-0833.036.731.2112567410,44737.690.333.129.436.571.631.174.781.61.187111
MOT16-1238.849.738.813407064,34047.784.943.035.054.566.838.568.680.00.83143
MOT16-1421.731.023.4810360913,77925.588.528.819.130.375.219.969.378.40.892117

Raw data: