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Song-Wei Pei

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Conference Open access Sep 2026

MoTRa: Motion-Aware Target Representation Learning for End-to-End Multi-Object Tracking

Multi-object tracking (MOT) has long faced challenges with identity switches, especially for targets with low appearance discriminability and complex motion. Existing end-to-end trackers typically enhance robustness by modeling long-term temporal information across target-level representations, yet these representation...

Yuan-Zhou Huang, Song-Wei Pei, Shu-Huai Wang et al. · 0 citations
2026

MDCNet: A Multiscale Dual-Domain Collaborative Network for Semantic Segmentation of Remote Sensing Images

Semantic segmentation is a fundamental task in remote sensing image (RSI) analysis and plays a vital role in applications such as land-use mapping, urban planning, and environmental monitoring. However, RSIs often suffer from severe grayscale variations and unstable interclass variance, which lead to blurred category b...

Hai-Long Ma, Song-Wei Pei, Bing-Feng Liu et al. · 0 citations

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