Abstract: Highlights•The proposed OHPKL method is the first work among online hashing methods to retrieve multi-modalities with partially known labels.•It utilizes the semantic similarity of known partial labels to train the classifiers for different modalities•Chunk similarity between new and existing data is constructed to avoid semantic forgetting.
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