no code implementations • 14 Jan 2020 • Devinder Kumar, Parthipan Siva, Paul Marchwica, Alexander Wong
As such, there has been a recent focus on unsupervised learning approaches to mitigate the data annotation issue; however, current approaches in literature have limited performance compared to supervised learning approaches as well as limited applicability for adoption in new environments.
no code implementations • 28 Jul 2019 • Devinder Kumar, Parthipan Siva, Paul Marchwica, Alexander Wong
There has been recent interest in tackling this challenge using cross-domain approaches, which leverages data from source domains that are different than the target domain.
no code implementations • 16 May 2018 • Paul Marchwica, Michael Jamieson, Parthipan Siva
In recent years, a variety of proposed methods based on deep convolutional neural networks (CNNs) have improved the state of the art for large-scale person re-identification (ReID).