3 papers
cs.CV2020
Unsupervised Domain Adaptation in Person re-ID via k-Reciprocal Clustering and Large-Scale Heterogeneous Environment Synthesis
Devinder Kumar, Parthipan Siva, Paul Marchwica +1
An ongoing major challenge in computer vision is the task of person re-identification, where the goal is to match individuals across different, non-overlapping camera views. While…
cs.CV2019
Fairest of Them All: Establishing a Strong Baseline for Cross-Domain Person ReID
Devinder Kumar, Parthipan Siva, Paul Marchwica +1
Person re-identification (ReID) remains a very difficult challenge in computer vision, and critical for large-scale video surveillance scenarios where an individual could appear in…
cs.CV2018
An Evaluation of Deep CNN Baselines for Scene-Independent Person Re-Identification
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)…