Multi-Object Tracking (MOT) techniques have been under continuous research and increasingly applied in a diverse range of tasks. One area particular concerns its application navigation tasks assistive mobile robots, with the aim to increase mobility autonomy people suffering from decay, or severe motor impairments, due muscular, neurological, osteoarticular decay. Therefore, this work, having v...