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M. Mulla

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Sep 2026

Semantic bridge-guided training-free open-vocabulary segmentation for fashion visual understanding

SemBridge is introduced, ontology-guided zero-shot fashion segmentation pipeline that employs a large language model (LLM) as a semantic bridge to convert free-form user prompts into structured fashion concepts and synonym-enriched detection queries to improve detection accuracy.

Channabasappa Muttal, Chandadevi Giri, M. Mulla et al. · 0 citations

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