Artificial Intelligence and the Arts Computational Creativity, Artistic Behavior, and Tools for Creatives
Emotions, creativity, aesthetics, artistic behavior, divergent thoughts, and curiosity are both fundamental to the human experience and instrumental in the development of human-centered artificial intelligence systems that can relate, communicate, and understand human motivations, desires, and needs...
| Other Authors: | , , |
|---|---|
| Format: | eBook |
| Language: | English |
| Published: |
Cham
Springer International Publishing
2021, 2021
|
| Edition: | 1st ed. 2021 |
| Series: | Computational Synthesis and Creative Systems
|
| Subjects: | |
| Online Access: | |
| Collection: | Springer eBooks 2005- - Collection details see MPG.ReNa |
Table of Contents:
- Part I, Visual Arts
- Artificial Life and Artifcial Intelligence Advances in the Visual Arts
- Aesthetics, Artificial Intelligence, and Search-Based Art
- Applicability of Convolutional Neural Network Artistic Style Transfer Algorithms
- Part II, Music
- Artificial Musical Intelligence: Computational Creativity in a Closed Cognitive World
- Evolutionary Music, Deep Learning and Conceptual Blending: Enhancing User Involvement in Generative Music Systems
- Representation Learning for the Arts: A Case Study Using Variational Autoencoders for Drum Loops
- Part III, 3D
- Case Studies in Computer Graphics and AI
- Setting the Stage for 3D Compositing with Machine Learning
- Part IV, Other Art Forms
- Computational Models of Narrative Creativity
- Learning from Responses to Automated Videogame Design
- Artificial Intelligence for Designing Games
- Part V, Artistic Perspectives
- Bees Select Flowers, Humans Select Images: New Designs for Open-Ended Interactive Evolutionary Computation Inspiredby Pollination Ecology
- Breaking the Black Box: Procedural Reading, Creation of Meaning, and Closure in Computational Artworks
- Organism-Machine Hybrids