Interactive Video Object Segmentation
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Interactive Video Object Segmentation
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Interactive Video Object Segmentation Using Global And Local Transfer
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Memory Aggregation Networks For Efficient Interactive Video Object
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Guided Interactive Video Object Segmentation Using Reliability Based
PDF Revisiting Click based Interactive Video Object Segmentation
How To Get Started With Modular Interactive Video Object Segmentation
 introduces interactive visual prompts and demonstrates impressive performance across different domains. In this paper%2C we propose a training-free prompt tracking framework for interactive video object segmentation (I-PT)%2C leveraging the powerful generalization of SAM. Although point tracking efficiently captures the pixel-wise information of objects in a video%2C points tend to be unstable when tracked over a long period%2C resulting in incorrect segmentation. Towards fast and robust interaction%2C we jointly adopt sparse points and boxes tracking%2C filtering out unstable points and capturing object-wise information. To better integrate reference information from multiple interactions%2C we introduce a cross-round space-time module (CRSTM)%2C which adaptively aggregates mask features from previous rounds and frames%2C enhancing the segmentation stability. Our framework has demonstrated robust zero-shot video segmentation results on popular VOS datasets with interaction types%2C including DAVIS 2017%2C YouTube-VOS 2018%2C and MOSE 2023%2C maintaining a good tradeoff between performance and interaction time. "Training Free Robust Interactive Video Object Segmentation AI")
Training Free Robust Interactive Video Object Segmentation AI
PDF Fast Interactive Video Object Segmentation With Graph Neural Networks
Figure 1 From Guided Interactive Video Object Segmentation Using
Figure 1 From Fast Interactive Video Object Segmentation With Graph
Figure 1 From Fast Interactive Video Object Segmentation With Graph
PDF Learning To Recommend Frame For Interactive Video Object
PDF Modular Interactive Video Object Segmentation Interaction to