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Hierarchical Multimodal Adaptive Fusion (HMAF) Network for Prediction of RGB-D Saliency

Ying Lv, Wujie Zhou, Mario Versaci
2020 Computational Intelligence and Neuroscience  
The proposed study presents a method based on a hierarchical multimodal adaptive fusion (HMAF) network to facilitate end-to-end prediction of RGB-D saliency.  ...  Visual saliency prediction for RGB-D images is more challenging than that for their RGB counterparts. Additionally, very few investigations have been undertaken concerning RGB-D-saliency prediction.  ...  To facilitate the appropriate fusion of features obtained from the RGB image and depth map, a hierarchical multimodal adaptive fusion (HMAF) network for RGB-D saliency prediction is proposed.  ... 
doi:10.1155/2020/8841681 pmid:33293945 pmcid:PMC7700038 fatcat:ozaidkolibe6tb2nhvwyswfu3y