ReMOTSv2: Redesign MOTS (updated from ReMOTS)


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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.

Benchmark:

MOTS |

Short name:

ReMOTSv2

Description:

Reference:

F. Yan, Z. Wang, Y. Wu, S. Sakti, S. Nakamura. Tackling multiple object tracking with complicated motions — Re-designing the integration of motion and appearance. In Image and Vision Computing, 2022.

Last submitted:

August 29, 2020 (2 years ago)

Published:

April 09, 2022 at 16:05:36 CET

Submissions:

2

Project page / code:

n/a

Open source:

No

Hardware:

Titan X

Runtime:

0.3 Hz

Benchmark performance:

Sequence sMOTSA IDF1 MOTSA MOTSP MODSA MT ML TP FP FN Rcll Prcn ID Sw. Frag
MOTS70.475.884.484.085.1248 (75.6)12 (3.7)28,2708193,99987.697.2229 (261.4)579 (660.9)

Detailed performance:

Sequence sMOTSA IDF1 MOTSA MOTSP MODSA MT ML TP FP FN Rcll Prcn ID Sw. Frag
MOTS20-0169.288.884.582.584.8802,7238838387.796.9951
MOTS20-0675.573.689.485.090.615649,12924068593.097.4116225
MOTS20-0765.870.181.081.981.636410,7982942,08083.897.376219
MOTS20-1272.384.383.487.283.84845,62019785186.896.62884

Raw data: