HISP_DAL: Robust Online Multi-target Visual Tracking using a HISP Filter with Discriminative Deep Appearance Learning


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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:

HISP_DAL

Detector:

Public

Description:

n/a

Reference:

N. Baisa. Robust online multi-target visual tracking using a HISP filter with discriminative deep appearance learning. In Journal of Visual Communication and Image Representation, 2021.

Last submitted:

July 09, 2019 (3 years ago)

Published:

July 27, 2019 at 15:09:33 CET

Submissions:

2

Project page / code:

n/a

Open source:

No

Hardware:

3 GHZ, 1 Core

Runtime:

3.3 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1637.430.525.758 (7.6)386 (50.9)3,222108,86540.395.821.930.422.778.731.675.179.60.52,101 (52.1)2,151 (53.4)

Detailed performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT16-0124.125.421.0213574,74825.896.723.319.024.176.319.472.977.50.15168
MOT16-0344.232.027.117411,19056,21146.297.621.234.921.880.136.276.479.80.89251,150
MOT16-0640.142.832.6161152996,40844.594.533.232.335.374.933.871.977.70.3209183
MOT16-0732.127.422.742641710,38136.493.419.327.219.973.928.272.478.10.8279278
MOT16-0827.523.921.752948111,38532.091.818.625.419.678.426.475.882.00.8267172
MOT16-1234.233.728.19444874,77342.587.925.231.626.376.434.070.380.20.5200104
MOT16-1416.621.117.2511829114,95919.192.420.714.421.674.914.871.778.60.4170196

Raw data: