Camouflaged Object Segmentation with a Single Task-generic Prompt
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Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation
2024-08-27
· Jian Hu, Jiayi Lin, Junchi Yan, Shaogang Gong
Promptable segmentation typically requires instance-specific manual prompts to guide the segmentation of each desired object. To minimize such a need, task-generic promptable segmentation has been introduced, which emplo…
Camouflaged Object SegmentationCamouflaged Object Segmentation with a Single Task-generic PromptMedical Image SegmentationSegmentationRelax Image-Specific Prompt Requirement in SAM: A Single Generic Prompt for Segmenting Camouflaged Objects
2023-12-12
· Jian Hu, Jiayi Lin, Weitong Cai, Shaogang Gong
Camouflaged object detection (COD) approaches heavily rely on pixel-level annotated datasets. Weakly-supervised COD (WSCOD) approaches use sparse annotations like scribbles or points to reduce annotation effort, but this…
Camouflaged Object Segmentation with a Single Task-generic Promptobject-detectionObject DetectionTest-time Adaptation