A Novel Image Information Mining and Saliency Modeling for Visual Communication
Wenli Huang · 2024
This research addresses the transformative landscape of visual communication design in the information age, driven by the profound impact of digital virtualization. The shortcomings of traditional media are addressed by introducing an innovative methodology for image information mining and saliency modeling. The proposed approach emphasizes the integration of multi-scale features to enhance design expressiveness and alignment with input images. The literature review explores various visual communication applications, from effective data representation to intelligent urban planning. Experimental verification demonstrates the model's commendable performance in visual saliency detection, with nuanced key performance indicators providing insights and suggesting optimization paths. This research contributes to a deeper understanding of the impact of digital virtualization on visual communication, and provides a comprehensive framework for future research in this evolving field. The proposed methodology not only addresses current challenges, but also sets the stage for continued advancements in visual communication design within the dynamic landscape of the information age.