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Found 4 papers, 1 papers with code
Self-supervised Video Object Segmentation with Distillation Learning of Deformable Attention
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)
Marine Video Kit: A New Marine Video Dataset for Content-based Analysis and Retrieval
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
SideInfNet: A Deep Neural Network for Semi-Automatic Semantic Segmentation with Side Information
Fully-automatic execution is the ultimate goal for many Computer Vision applications.
Urban Zoning Using Higher-Order Markov Random Fields on Multi-View Imagery Data
Urban zoning enables various applications in land use analysis and urban planning.
