Mean-teacher self-training with local-max pseudo-labeling adapts multi-view pedestrian detectors across camera rigs without external labeled monocular data, improving MODA from 70.0 to 85.4 on MultiviewX to Wildtrack.
Deep multi- camera people detection
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MVUDA: Unsupervised Domain Adaptation for Multi-view Pedestrian Detection
Mean-teacher self-training with local-max pseudo-labeling adapts multi-view pedestrian detectors across camera rigs without external labeled monocular data, improving MODA from 70.0 to 85.4 on MultiviewX to Wildtrack.