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雷程 (2025 TPAMI) Towards Real Zero-Shot Camouflaged Object by ruiter0511 is a document available to read on EtoBox.
What is 雷程 (2025 TPAMI) Towards Real Zero-Shot Camouflaged Object about?
This document presents a novel framework for zero-shot camouflaged object segmentation (COS) that eliminates the need for manual annotations. The framework utilizes a combination of a masked image modeling encoder, a multimodal large language model, and a multi-scale fine-grained alignment mechanism to enhance segmentation accuracy and efficiency. Experimental results demonstrate state-of-the-art performance in zero-shot COS, achieving high Fβw scores and competitive results in polyp segmentation tasks.
- Author
- ruiter0511
- Language
- EN