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  "author": "Peng Zhang",
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  "author": "Peng Zhang",
            
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  "author_email": "",
            
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  "citation": [],
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  "doi": "10.57702/o421dk12",
            
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  "doi_date_published": "2024-12-02",
            
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  "extra_authors": [
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  "extra_authors": [
            
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    {
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    {
            
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      "extra_author": "Fuhao Zou",
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      "extra_author": "Fuhao Zou",
            
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      "orcid": ""
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      "orcid": ""
            
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    },
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    },
            
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    {
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    {
            
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      "extra_author": "Zhiwen Wu",
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      "extra_author": "Zhiwen Wu",
            
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      "orcid": ""
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      "orcid": ""
            
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    },
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    },
            
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    {
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    {
            
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      "extra_author": "Nengli Dai",
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      "extra_author": "Nengli Dai",
            
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      "orcid": ""
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      "orcid": ""
            
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    },
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    },
            
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    {
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    {
            
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      "extra_author": "Skarpness Mark",
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      "extra_author": "Skarpness Mark",
            
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      "orcid": ""
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      "orcid": ""
            
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    },
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    },
            
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    {
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    {
            
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      "extra_author": "Michael Fu",
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      "extra_author": "Michael Fu",
            
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      "orcid": ""
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      "orcid": ""
            
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    },
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    },
            
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    {
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      "extra_author": "Juan Zhao",
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      "extra_author": "Juan Zhao",
            
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      "orcid": ""
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      "orcid": ""
            
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    },
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    },
            
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    {
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    {
            
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      "extra_author": "Kai Li",
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      "extra_author": "Kai Li",
            
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      "orcid": ""
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      "orcid": ""
            
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    }
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      "description": "",
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      "description": "",
            
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      "display_name": "Multi-modal",
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      "display_name": "Multi-modal",
            
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      "name": "multi-modal",
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      "name": "multi-modal",
            
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      "title": "Multi-modal"
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      "title": "Multi-modal"
            
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  "name": "multi-modal-face-dataset--mmfd-",
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  "name": "multi-modal-face-dataset--mmfd-",
            
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  "notes": "Face Anti-spoo\ufb01ng gains increased attentions recently 
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  "notes": "Face Anti-spoo\ufb01ng gains increased attentions recently 
            
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in both academic and industrial \ufb01elds. With the emergence of 
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in both academic and industrial \ufb01elds. With the emergence of 
            
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various CNN based solutions, the multi-modal(RGB, depth and IR) 
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various CNN based solutions, the multi-modal(RGB, depth and IR) 
            
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methods based CNN showed better perfor-mance than single modal 
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methods based CNN showed better perfor-mance than single modal 
            
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classi\ufb01ers.",
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classi\ufb01ers.",
            
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      "display_name": "Multi-modal",
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      "display_name": "Multi-modal",
            
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      "id": "4e925e1d-ed01-4087-b98a-5737fc93b8c9",
            
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      "name": "Multi-modal",
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  ],
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  "title": "Multi-Modal Face Dataset (MMFD)",
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  "title": "Multi-Modal Face Dataset (MMFD)",
            
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  "type": "dataset",
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  "type": "dataset",
            
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  "version": ""
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  "version": ""
            
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}
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}