Application and innovation of digital media technology in visual design

Yangang, Zhou; Hu, Xiao; Shabaz, Mohammad

doi:10.1007/s13198-021-01470-8

Cited by 11 publications

(7 citation statements)

References 24 publications

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“…Before training, data is preprocessed. The FSL software [ 15 ] is utilized for data preparation in this research, with neck removal, skull stripping, and linear registration to MNI152 space among the processes. Three-dimensional data with a size of 9110991 is acquired after preprocessing.…”

Section: Experimental Results and Analysismentioning

confidence: 99%

“…For example, the medical images collected by instruments with different parameters have certain deviations. Furthermore, this paper uses the Evaluation indicators RIED-Net [5] pix2pix [7] Reset GAN [11] pGAN [15] Residual U-Net GAN [17] Proposed algorithm same preprocessing steps to process all data. Therefore, the data collection method and preprocessing method will have a particular impact on the experimental results.…”

Section: Discussionmentioning

confidence: 99%

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[Retracted] CNN‐Based Cross‐Modal Residual Network for Image Synthesis

Kumar

Bhatnagar

Jain

et al. 2022

BioMed Research International

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This study attempts to address the issue that present cross-modal image synthesis algorithms do not capture the spatial and structural information of human tissues effectively. As a consequence, the resulting photos include flaws including fuzzy edges and a poor signal-to-noise ratio. The authors offer a cross-sectional technique that combines residual modules with generative adversarial networks. The approach incorporates an enhanced residual initial module and attention mechanism into the generator network, reducing the number of parameters and improving the generator’s feature learning capabilities. To boost discriminant performance, the discriminator employs a multiscale discriminator. A multilevel structural similarity loss is included in the loss function to improve picture contrast preservation. On the ADNI data set, the algorithm is compared to the mainstream algorithms. The experimental findings reveal that the synthetic PET image’s MAE index has dropped while the SSIM and PSNR indexes have improved. The experimental findings suggest that the proposed model may maintain picture structural information while improving image quality in both visual and objective measures. The residue initial module and attention mechanism are employed to increase the generator’s capacity for learning, while the multiscale discriminator is utilized to improve the model’s discriminative performance. The enhanced method in this study can maintain the structure and contrast information of the picture, according to comparative experimental findings using the ADNI dataset. The produced picture is hence more aesthetically similar to the genuine print.

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Section: Experimental Results and Analysismentioning

confidence: 99%

Section: Discussionmentioning

confidence: 99%

[Retracted] CNN‐Based Cross‐Modal Residual Network for Image Synthesis

Kumar

Bhatnagar

Jain

et al. 2022

BioMed Research International

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“…Artists in this genre leverage software, algorithms, coding, and interactive elements, transcending traditional mediums like canvas or sculpture. The essence of digital media art lies in its ability to harness the capabilities of technology to create immersive, dynamic, and often interactive experiences for the audience [23].…”

Section: Digital Media Artmentioning

confidence: 99%

Digital Public System of Urban Art: Navigating Human-Computer Interaction in Artistic Design for Innovative Urban Expressions

Yao,

Liu

2024

ijacsa

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The convergence of digital technology and urban art has given rise to novel urban art digitalization systems. This paper investigates the relationship between Human-Computer Interaction (HCI) and creative design, particularly in the age of 3D printing, Virtual Reality (VR), and digital art. We highlight the transformative potential of these technologies using examples that include interactive public installations and VR art exhibitions, thereby providing empirical evidence to ground our discussion of the evolving paradigms of technology and public art mutual constitution. We also contribute prescriptive guidance for bringing digital art into cities. We hope to offer a full guide to understanding how digital innovation could catalyze the growth and evolution of the wealth of cultural assets that characterize cities.

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“…It covers a wider range of levels. From the current situation, it includes information digital media such as advertisements, books, packaging, signs, images, and multimedia networks [19]. With the continuous development of digital technology, especially in the field of visual communication design, the visual communication design under digital technology presents the remarkable characteristics of rich and diverse means and styles, shows a very strong visual impact in the transmission of visual information, and also makes the application and development potential of digital technology in visual communication design greatly displayed.…”

Section: E Basic Connotation Of Visual Communication Designmentioning

confidence: 99%

Application Characteristics and Innovation of Digital Technology in Visual Communication Design

Cai

2022

Advances in Multimedia

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While China has made major social and economic breakthroughs, it has also raised the level of research, development, and application of science and technology, especially the application of digital technology. Combining digital technology with visual communication design to meet diversified design needs can maximize the level of innovation in visual communication design work. The effective use and continuous innovation of digital technology in visual communication design make visual information more intuitive and image . and constantly bring people a fresh and unique visual experience, and the development of visual communication design has been strongly promoted. This paper analyzes the advantages of the application of digital technology in visual communication design, focusing on the application of digital technology in visual communication design, and from different perspectives such as art space tools, it is extremely critical and important to apply and expand the theory of advanced innovation. From the aspects of artistry, diversification, and science and technology, the application of digital technology in visual communication design is discussed, and the application innovation strategy of digital technology in visual communication design is further discussed. We hope that this research can provide some useful references for the development of modern visual communication design.

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Application and innovation of digital media technology in visual design

Cited by 11 publications

References 24 publications

[Retracted] CNN‐Based Cross‐Modal Residual Network for Image Synthesis

[Retracted] CNN‐Based Cross‐Modal Residual Network for Image Synthesis

Digital Public System of Urban Art: Navigating Human-Computer Interaction in Artistic Design for Innovative Urban Expressions

Application Characteristics and Innovation of Digital Technology in Visual Communication Design

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