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Survey of re-identifying people seen by multiple cameras for various problem types

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



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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