Utilization of Occluded Detections and Target Information in Multi-Person Tracking

Daniel Stadler

ISBN 10: 3731514672 / ISBN 13: 9783731514671

Published by Karlsruher Institut für Technologie, 2026

About this Item

Utilization of Occluded Detections and Target Information in Multi-Person Tracking | Daniel Stadler | Taschenbuch | Englisch | 2026 | Karlsruher Institut für Technologie | EAN 9783731514671 | Verantwortliche Person für die EU: KIT Scientific Publishing, Straße am Forum 2, 76131 Karlsruhe, info[at]ksp[dot]kit[dot]edu | Anbieter: preigu.

Seller Inventory # 134935843

Bibliographic Details

• Title: Utilization of Occluded Detections and Target Information in Multi-Person Tracking
• Publisher: Karlsruher Institut für Technologie
• Publication Date: 2026
• Language: English
• ISBN 10: 3731514672
• ISBN 13: 9783731514671
• Binding: Taschenbuch
• Condition: Neu
• Dimensions: 210W x 148H x 19D millimeters 210 millimeters width by 148 millimeters height by 19 millimeters depth
• Weight: 432 grams
• Seller catalogs:
  • Bücher

About this title

Synopsis

Multi-person tracking has many applications such as surveillance or automated driving. Existing approaches exploit available motion and appearance cues insufficiently. In contrast, this work introduces several methods to improve the usage of detections and target information, including novel association strategies, distance measures, and an occlusion-aware initialization. The proposed framework achieves state-of-the-art results on multiple benchmarks and tracks hundreds of persons in real time.