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

MOT16-08


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 (2 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:


HISP_DAL