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Popular pages
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Selected publications - Bowen Cheng / PhD
Bowen Cheng / PhD Follow Bowen Cheng, Ishan Misra, Alexander G. Schwing, Alexander Kirillov, Rohit Girdhar Conference on Computer Vision and Pattern Recognition ( CVPR), 2022 Conference on Computer Vi...
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Mask2Former
Abstract Image segmentation is about grouping pixels with different semantics, e.g., category or instance membership, where each choice of semantics defines a task. While only the semantics of each ...
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MaskFormer
per-pixel classification task, while instance-level segmentation is handled with an alternative mask classification. Our key insight: mask classification is sufficiently general to solve both seman...
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Boundary IoU
Abstract We present Boundary IoU (Intersection-over-Union), a new segmentation evaluation measure focused on boundary quality. We perform an extensive analysis across different error...
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PointSup
Abstract We propose point-based instance-level annotation, a new form of weak supervision for instance segmentation. It combines the standard bounding box annotation with labeled poi...
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CV - Bowen Cheng / PhD
Bowen Cheng / PhD