A Creativity Survey of Deep Clustering Applied to Images
Rongshan Chen · 2022
In recent years, deep clustering has shown good performance in image segmentation, image classification and other tasks. Domestic and foreign researchers have conducted in-depth research on the improved clustering model based on deep learning model and its application and proposed a large number of algorithms. However, finding the key research questions and research methods is also crucial to the research of deep clustering. This paper studies and analyses a series of image-based deep clustering algorithms. Firstly, the research status at home and abroad is summarized. Secondly, the research objects, research methods and measurement methods of the target literature are classified. Finally, the future research directions and innovation points are summarized.