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DRT Tracker.pdf

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Preview of DRT Tracker
🔗 Source: bmvc2021-virtualconference.com
📊 Size: 1.43 MB
📄 Pages: 14 pages
⬇️ Downloads: 314

Summary

DRT (Detection Refinement for Tracking) is proposed to address inaccurate and missing detections in multiple object tracking, particularly in crowded scenes. It consists of an encoder-decoder convolutional network (DRT-net) with two side branches and an LSTM-based motion model. DRT-net refines detection results and recovers occluded pedestrians, while the motion model recovers lost targets at a negligible computational cost. The method achieves significant improvements on publicly available MOT datasets and generalizes well to any detector.

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Description

DRT (Detection Refinement for Tracking) is proposed to address inaccurate and missing detections in multiple object tracking, particularly in crowded scenes.

Technical Information

  • File Format: PDF
  • File Size: 1.43 MB
  • Pages: 14
  • Language: EN
  • Total Downloads: 314
  • Last Updated: 14 hours ago

Document Overview

This PDF document about DRT Tracker provides comprehensive information and guidance. Whether you're a beginner or advanced user, this resource offers valuable insights into DRT Tracker.

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