no code implementations • 2 Jul 2023 • Meng Lan, Fu Rong, Zuchao Li, Wei Yu, Lefei Zhang
Moreover, a bidirectional vision-language interaction module is implemented before the multimodal Transformer to enhance the correlation between the visual and linguistic features, thus facilitating the language queries to decode more precise object information from visual features and ultimately improving the segmentation performance.
1 code implementation • 5 Dec 2022 • Meng Lan, Jing Zhang, Lefei Zhang, DaCheng Tao
Recently, the joint learning framework (JOINT) integrates matching based transductive reasoning and online inductive learning to achieve accurate and robust semi-supervised video object segmentation (SVOS).
1 code implementation • 28 Dec 2021 • Meng Lan, Jing Zhang, Fengxiang He, Lefei Zhang
Semi-supervised video object segmentation (VOS) refers to segmenting the target object in remaining frames given its annotation in the first frame, which has been actively studied in recent years.
1 code implementation • 28 Aug 2021 • Lefei Zhang, Meng Lan, Jing Zhang, DaCheng Tao
In this paper, we propose a novel stagewise domain adaptation model called RoadDA to address the DS issue in this field.
no code implementations • 2 Mar 2021 • Chen Wu, Sihan Zhu, Jiaqi Yang, Meiqi Hu, Bo Du, Liangpei Zhang, Lefei Zhang, Chengxi Han, Meng Lan
Considering that public transportation was mostly reduced or even forbidden, our results indicate that city lockdown policies are effective at limiting human transmission within cities.
no code implementations • 23 Nov 2018 • Meng Lan, YiPeng Zhang, Lefei Zhang, Bo Du
In this work, we study the performance of the region-based CNN for the electrical equipment defect detection by using the UAV images.