Computer-aided digital media art creation based on artificial intelligence

Zhao, Bozuo; Zhan, Danping; Zhang, Canlin; Su, Meng

doi:10.1007/s00521-023-08584-z

Cited by 5 publications

(1 citation statement)

References 17 publications

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“…Procedures using artificial intelligence (AI) [ 2 ] are being built into a vast number of different systems that include Internet search engines [ 3 ], cloud computing systems [ 4 ], Internet of Things [ 5 ], autonomous (self-driving) vehicles [ 6 ], AI chips in flagship smartphones [ 7 ], expert medical systems [ 8 ], robots [ 9 ], agriculture [ 10 ], architectural designs [ 11 ] and data mining [ 12 ], to quote just a tiny fragment. AI can chat with humans and even solve problems stated in the common human language [ 13 ], generate paintings and other artworks at a textual prompt [ 14 ], create music [ 15 ], translate between different languages [ 16 ], play very complex games and win them [ 17 ], etc. AI artworks have been winning art competitions (and creating controversies at that) [ 15 ].…”

Section: Introductionmentioning

confidence: 99%

A Comprehensive Review of Bio-Inspired Optimization Algorithms Including Applications in Microelectronics and Nanophotonics

Jakšić

Devi²,

Jakšić

et al. 2023

Biomimetics

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The application of artificial intelligence in everyday life is becoming all-pervasive and unavoidable. Within that vast field, a special place belongs to biomimetic/bio-inspired algorithms for multiparameter optimization, which find their use in a large number of areas. Novel methods and advances are being published at an accelerated pace. Because of that, in spite of the fact that there are a lot of surveys and reviews in the field, they quickly become dated. Thus, it is of importance to keep pace with the current developments. In this review, we first consider a possible classification of bio-inspired multiparameter optimization methods because papers dedicated to that area are relatively scarce and often contradictory. We proceed by describing in some detail some more prominent approaches, as well as those most recently published. Finally, we consider the use of biomimetic algorithms in two related wide fields, namely microelectronics (including circuit design optimization) and nanophotonics (including inverse design of structures such as photonic crystals, nanoplasmonic configurations and metamaterials). We attempted to keep this broad survey self-contained so it can be of use not only to scholars in the related fields, but also to all those interested in the latest developments in this attractive area.

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Section: Introductionmentioning

confidence: 99%

A Comprehensive Review of Bio-Inspired Optimization Algorithms Including Applications in Microelectronics and Nanophotonics

Jakšić

Devi²,

Jakšić

et al. 2023

Biomimetics

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Public Art Creation Assisted by AI: Transformation from Data to Form

Sun

2024

International Conference on Artificial Intelligence, Automation and High Performance Computing

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The Embodiment of the Elements of Thinking and Politics in Digital Art Design in the Internet Era

Song

2024

Applied Mathematics and Nonlinear Sciences

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Civic and political elements play an indispensable role in the process of national cultural development. In the context of the era of booming Internet technology, this paper proposes the extraction technology of the Civic and Political elements of digital art design and explores the effective way of disseminating the Civic and Political elements in the Internet. The mean drift clustering algorithm is introduced to the image to segment the source image into multiple independent and disconnected image sub-blocks to achieve the segmentation pre-processing of the image. Subsequently, the density peak clustering algorithm is used to design the main color extraction algorithm, separate the image from the background by Otsu threshold segmentation and hole filling algorithm, and perform color clustering on the image to achieve the feature extraction of Civic and Political elements. This algorithm’s extraction time efficiency is superior to that of Grabcut, LazySnapping, and RepSnapping algorithms, and the correct extraction rate is over 85%. Taking the digital artworks published on the Internet as of December 2023 as the main research body, the implication of ideological and political elements is analyzed. The number of occurrences and extractions of each Civic and Political element is in the interval of 400~900, and the concentration of Civic and Political embodiment has been improved, but there is still much room for improvement.

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Computer-aided digital media art creation based on artificial intelligence

Cited by 5 publications

References 17 publications

A Comprehensive Review of Bio-Inspired Optimization Algorithms Including Applications in Microelectronics and Nanophotonics

A Comprehensive Review of Bio-Inspired Optimization Algorithms Including Applications in Microelectronics and Nanophotonics

Public Art Creation Assisted by AI: Transformation from Data to Form

The Embodiment of the Elements of Thinking and Politics in Digital Art Design in the Internet Era

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