Search Results for author: Ruopeng Gao

Found 3 papers, 2 papers with code

Multiple Object Tracking as ID Prediction

1 code implementation25 Mar 2024 Ruopeng Gao, Yijun Zhang, LiMin Wang

In Multiple Object Tracking (MOT), tracking-by-detection methods have stood the test for a long time, which split the process into two parts according to the definition: object detection and association.

 Ranked #1 on Multi-Object Tracking on DanceTrack (using extra training data)

Multi-Object Tracking Multiple Object Tracking +3

MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object Tracking

1 code implementation ICCV 2023 Ruopeng Gao, LiMin Wang

Experimental results on DanceTrack show that MeMOTR impressively surpasses the state-of-the-art method by 7. 9% and 13. 0% on HOTA and AssA metrics, respectively.

Multi-Object Tracking Multiple Object Tracking +1

Dynamic MDETR: A Dynamic Multimodal Transformer Decoder for Visual Grounding

no code implementations28 Sep 2022 Fengyuan Shi, Ruopeng Gao, Weilin Huang, LiMin Wang

The sampling module aims to select these informative patches by predicting the offsets with respect to a reference point, while the decoding module works for extracting the grounded object information by performing cross attention between image features and text features.

Decoder Visual Grounding

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