Enhancing a three-dimensional effect through Depth-based Visual Effects in the Style Transfer of generative Cartoon | IEEE Conference Publication | IEEE Xplore

Enhancing a three-dimensional effect through Depth-based Visual Effects in the Style Transfer of generative Cartoon


Abstract:

With the development of artificial intelligence, the generating AI technology is rapidly increasing, and CartoonGAN generates a specific style of cartoon image to reduce ...Show More

Abstract:

With the development of artificial intelligence, the generating AI technology is rapidly increasing, and CartoonGAN generates a specific style of cartoon image to reduce the cost incurred in the production process. However, there is a limitation in expressing the three-dimensional effect, so it is difficult to transfer the style of the actual image. This study proposes an algorithm to improve the three-dimensional effect in the cartoon image by applying a depth estimation algorithm. The three-dimensional effect was emphasized by dividing the image into three layers according to the depth and applying a visual effect to each layer. Since real-time processing is difficult due to the size and complexity of the model, we intend to find a way to reduce the size and complexity of the model through future research.
Date of Conference: 25-27 July 2024
Date Added to IEEE Xplore: 08 October 2024
ISBN Information:
Conference Location: Sydney, Australia

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