Table 3 CAMW safety strategy thresholds for the unstable environment,

From: ClarityTrack for multi object tracking via hierarchical association and environment specific cost matching

Quality Indicator

Parameter

Symbol

Value

S1

S2

S3

S4

ReID confidence

ReID distance (strict)

\(\:\varvec{\rho\:}\)

0.35

√

√

√

 

ReID distance (moderate)

\(\:{\varvec{\rho\:}}^{\varvec{{\prime\:}}}\)

0.50

   

√

Ambiguity margin (strict)

\(\:\varvec{\delta\:}\)

0.10

√

√

√

 

Ambiguity margin (moderate)

\(\:{\varvec{\delta\:}}^{\varvec{{\prime\:}}}\)

0.05

   

√

Motion quality

Max IoU per track (strict)

\(\:\varvec{\mu\:}\)

0.20

√

√

  

Max IoU per track (moderate)

\(\:{\varvec{\mu\:}}^{\varvec{{\prime\:}}}\)

0.10

  

√

 

Spatial overlap

Pair IoU (strict)

\(\:\varvec{\sigma\:}\)

0.15

√

   

Pair IoU (moderate)

\(\:{\varvec{\sigma\:}}^{\varvec{{\prime\:}}}\)

0.08

 

√

√

√

Track length

Long-term

\(\:{\varvec{n}}_{\varvec{l}}\)

8 frames

√‡

√

  

Short-term

\(\:{\varvec{n}}_{\varvec{s}}\)

3 frames

√‡

 

√

 

Cost advantage

Large margin

\(\:{\varvec{\alpha\:}}_{\varvec{L}}\)

0.05

 

√

√

 

Moderate margin

\(\:{\varvec{\alpha\:}}_{\varvec{M}}\)

0.03

   

√

Small margin

\(\:{\varvec{\alpha\:}}_{\varvec{S}}\)

0.01

√

   
  1. DanceTrack. Each safety condition S1–S4 requires simultaneous satisfaction of all checked (✓) quality indicators.
  2. ‡S1 requires \(\:{\varvec{n}}_{\varvec{l}}\) or \(\:{\varvec{n}}_{\varvec{s}}\), with at least one satisfied.