no code implementations • 25 Jan 2024 • Quang-Trung Truong, Duc Thanh Nguyen, Binh-Son Hua, Sai-Kit Yeung
This is enabled by deformable attention mechanism, where the keys and values capturing the memory of a video sequence in the attention module have flexible locations updated across frames.
Ranked #8 on Unsupervised Video Object Segmentation on DAVIS 2016 val (using extra training data)
1 code implementation • 23 Sep 2022 • Quang-Trung Truong, Tuan-Anh Vu, Tan-Sang Ha, Lokoc Jakub, Yue Him Wong Tim, Ajay Joneja, Sai-Kit Yeung
It is important to remember that domain specific data may be noisier (e. g., endoscopic or underwater videos) and often require more experienced users for effective search.
Ranked #1 on Retrieval on MVK
no code implementations • ECCV 2020 • Jing Yu Koh, Duc Thanh Nguyen, Quang-Trung Truong, Sai-Kit Yeung, Alexander Binder
Fully-automatic execution is the ultimate goal for many Computer Vision applications.
no code implementations • ECCV 2018 • Tian Feng, Quang-Trung Truong, Duc Thanh Nguyen, Jing Yu Koh, Lap-Fai Yu, Alexander Binder, Sai-Kit Yeung
Urban zoning enables various applications in land use analysis and urban planning.