arXiv (Cornell University) · 2017 · 65 citations · 3 references
ComputingComputer ScienceComputer VisionMachine LearningMachine VisionMotion CaptureObject DetectionVisual TrackingCamera TrackingHierarchical ClusteringMulti-camera TrackingMulti-camera VisionMulti-object TrackingMulti-target TrackingPerson Re-identification
Although many methods perform well in single camera tracking, multi-camera tracking remains a challenging problem with less attention. DukeMTMC is a large-scale, well-annotated multi-camera tracking benchmark which makes great progress in this field. This report is dedicated to briefly introduce our method on DukeMTMC and show that simple hierarchical clustering with well-trained person re-identification features can get good results on this dataset.
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Ross Girshick · arXiv (Cornell University) · 2015 · 1.8K citations · Full text
Multi-camera Multi-Object Tracking
WenQian Liu, Octavia Camps, Mario Sznaier · arXiv (Cornell University) · 2017 · 30 citations · Full text