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06/01/2023
AGILE3D: Attention Guided Interactive Multi-object 3D Segmentation
During interactive segmentation, a model and a user work together to del...
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04/13/2023
DynaMITe: Dynamic Query Bootstrapping for Multi-object Interactive Segmentation Transformer
Most state-of-the-art instance segmentation methods rely on large amount...
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09/29/2022
4D-StOP: Panoptic Segmentation of 4D LiDAR using Spatio-temporal Object Proposal Generation and Aggregation
In this work, we present a new paradigm, called 4D-StOP, to tackle the t...
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11/15/2021
D^2Conv3D: Dynamic Dilated Convolutions for Object Segmentation in Videos
Despite receiving significant attention from the research community, the...
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08/26/2020
Making a Case for 3D Convolutions for Object Segmentation in Videos
The task of object segmentation in videos is usually accomplished by pro...
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03/18/2020
STEm-Seg: Spatio-temporal Embeddings for Instance Segmentation in Videos
Existing methods for instance segmentation in videos typically involve m...
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05/11/2018