1 code implementation • ICCV 2021 • Kenan Dai, Jie Zhao, Lijun Wang, Dong Wang, Jianhua Li, Huchuan Lu, Xuesheng Qian, Xiaoyun Yang
Deep learning based visual trackers entail offline pre-training on large volumes of video datasets with accurate bounding box annotations that are labor-expensive to achieve.
2 code implementations • CVPR 2020 • Kenan Dai, Yunhua Zhang, Dong Wang, Jianhua Li, Huchuan Lu, Xiaoyun Yang
Most top-ranked long-term trackers adopt the offline-trained Siamese architectures, thus, they cannot benefit from great progress of short-term trackers with online update.
Ranked #10 on Visual Object Tracking on LaSOT-ext
1 code implementation • CVPR 2019 • Kenan Dai, Dong Wang, Huchuan Lu, Chong Sun, Jianhua Li
In this work, we propose a novel adaptive spatially-regularized correlation filters (ASRCF) model to simultaneously optimize the filter coefficients and the spatial regularization weight.
Ranked #7 on Visual Object Tracking on OTB-2015