Survey of re-identifying people seen by multiple cameras for various problem types
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Survey of re-identifying people seen by multiple cameras for various problem types
Person Re-identification: A Retrospective on Domain Specific Open Challenges and Future Trends
arXiv paper abstract https://arxiv.org/abs/2202.13121v1
arXiv PDF paper https://arxiv.org/pdf/2202.13121v1.pdf
Person re-identification (Re-ID) … aims to automatically identify/search persons in a multi-camera network having non-overlapping field-of-views.
… there exist several vision related challenges, e.g., occlusion, pose scale & viewpoint variance, background clutter, person misalignment and cross-domain generalization across camera modalities
… In this context, a comprehensive review of current re-ID approaches in solving theses challenges is needed to analyze and focus on particular aspects for further advancements.
… presented a systematic challenge-specific literature survey of 230+ papers between the years of 2015–21.
For the first time a survey … presented where the person re-Id approaches are reviewed in such solution-oriented perspective. …
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