RGB-T object tracking: Benchmark and baseline

• Published in: Pattern recognition Vol. 96; p. 106977
• Main Authors: Li, Chenglong, Liang, Xinyan, Lu, Yijuan, Zhao, Nan, Tang, Jin
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 01.12.2019
• Subjects: Benchmark dataset; Graph representation; Information fusion; Sparse learning; Visual tracking; Benchmark dataset; Visual tracking; Sparse learning; Graph representation; Information fusion

•A large-scale RGB-T dataset is contributed to online RGB-T object tracking. The benchmark with a dozen of baseline trackers and 5 evaluation metrics will be open to public.•A novel graph-based learning approach is proposed to learn robust RGB-T object feature representations.•A L1-optimization base...