National Natural Science Foundation of ChinaNational Natural Science Foundation of China (NSFC) [61503128]; Science and Technology Plan Project of Hunan Province [2016TP102]; Scientific Research Fund of Hunan Provincial Education DepartmentHunan Provincial Education Department [14B025, 16C0311]; Hunan Provincial Natural Science Fundationtion [2017JJ4001]
机构署名：
本校为通讯机构
院系归属：
计算机科学与技术学院
摘要：
Image segmentation is a popular application area of machine learning. In this context, each target region drawn from an image is defined as a class towards recognition of instances that belong to this region (class). In order to train classifiers that recognize the target region to which an instance belongs, it is important to extract and select features relevant to the region. In traditional machine learning, all features extracted from different regions are simply used together to form a single feature set for training classifiers, and feature selection is usually designed to evaluate the ca...
