Chain of Visual Perception: Harnessing Multimodal Large Language Models for Zero-shot Camouflaged Object Detection

Research article (Proceedings of the 32nd ACM International Conference on Multimedia, 2024) · cited 23× · AI/ML
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Chain of Visual Perception: Harnessing Multimodal Large Language Models for Zero-shot Camouflaged Object Detection

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Chain of Visual Perception: Harnessing Multimodal Large Language Models for Zero-shot Camouflaged Object Detection is a scholarly article[1].

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  • Chain of Visual Perception: Harnessing Multimodal Large Language Models for Zero-shot Camouflaged Object Detection's instance of is recorded as scholarly article[2].

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APA 4ort.xyz Knowledge Graph. (2026). Chain of Visual Perception: Harnessing Multimodal Large Language Models for Zero-shot Camouflaged Object Detection. Retrieved May 24, 2026, from https://4ort.xyz/entity/chain-of-visual-perception-harnessing-multimodal-large-language-models-for-zero-shot-camouflaged-object-detection
MLA “Chain of Visual Perception: Harnessing Multimodal Large Language Models for Zero-shot Camouflaged Object Detection.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/chain-of-visual-perception-harnessing-multimodal-large-language-models-for-zero-shot-camouflaged-object-detection.
BibTeX @misc{4ortxyz_chain-of-visual-perception-harnessing-multimodal-large-language-models-for-zero-shot-camouflaged-object-detection_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{Chain of Visual Perception: Harnessing Multimodal Large Language Models for Zero-shot Camouflaged Object Detection}}, year = {2026}, url = {https://4ort.xyz/entity/chain-of-visual-perception-harnessing-multimodal-large-language-models-for-zero-shot-camouflaged-object-detection}, note = {Accessed: 2026-05-24}}
LLM prompt According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): Chain of Visual Perception: Harnessing Multimodal Large Language Models for Zero-shot Camouflaged Object Detection — https://4ort.xyz/entity/chain-of-visual-perception-harnessing-multimodal-large-language-models-for-zero-shot-camouflaged-object-detection (retrieved 2026-05-24)

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