控制科学与工程学科博士学位论文预答辩信息如下：

时   间： 2022年6月16日

地   点： 腾讯会议室442685502

答辩人：Zubair Khan

导   师：杨杰

论文题目

Unsupervised color image segmentation using classical and contemporary deep learning based clustering

论文内容

第一章 Introduction

第二章 Literature Review: Image Segmentation

第三章 An Efficient clustering approach for adaptive unsupervised color image segmentation

第四章 Bottom-Up optimal initialization conditions discovery to improve clustering based image segmentation

第五章 Image Segmentation via MDCT and Consensus based Region Merging

第六章 Bottom-up Unsupervised Image Segmentation using FC-Dense u-net based Deep Representation Clustering and Multidimensional Feature Fusion based Region Merging

第七章End-to-end unsupervised learning of latent-space fuzzy clustering for image s egmentation via UNet and fuzzy C-means loss

第八章 Conclusionand Future Work

关键词：无监督图像分割,新颖的集群初始化方法,低级特征聚类,区域合并,深层特征聚类,FCM损失