Mirroring Reality: Surreal Tourist Gaze of Chinese Landscape Painting by Artificial Neural Networks

Hung-Cheng Chen, Yi-Fang Kao
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Abstract

In 2015, Google released the "Deep-dream" algorithm based on deep learning of artificial neural networks. This method reverses the path of feature capture in artificial intelligence image recognition. Instead, the artificial neural network captures hidden image features in the reverse direction. The original image is transformed into a fantasy world with dream-like animals and strange geometric shapes by iterating, reinforcing, and deepening. This dreamlike visual encounter demonstrates more than mere filtering of contrived images. The deep-dream algorithm inspires a bionic view of how artificial neural networks view and interpret the world. With this view, the algorithm constructs a bionic vision that reassembles, collages, and even emerges with species features. We explore the world of the Deep-dream in Chinese landscape painting from the viewpoint of the tourist gaze. The possible connections between AI and creativity and imagination are explored by comparing the work with that of Midjourney, a powerful prompt-based AI-generated art platform.
镜像现实:人工神经网络对中国山水画的超现实游客凝视
2015年,谷歌发布了基于人工神经网络深度学习的“deep -dream”算法。该方法逆转了人工智能图像识别中特征捕获的路径。相反,人工神经网络以相反的方向捕获隐藏的图像特征。通过迭代、强化、深化,将原形象转化为梦幻般的动物和奇异几何形状的奇幻世界。这种梦幻般的视觉相遇展示了不仅仅是人为图像的过滤。深度梦算法激发了人工神经网络如何看待和解释世界的仿生学观点。基于这一观点,该算法构建了一个具有物种特征的重组、拼贴甚至出现的仿生视觉。我们从游客的视角来探索中国山水画的深梦世界。通过与Midjourney(一个强大的基于提示的AI生成艺术平台)的作品进行比较,探索AI与创造力和想象力之间可能存在的联系。
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