SS-HCNN : semi-supervised hierarchical convolutional neural network for image classification

• المؤلفون الرئيسيون: Chen, Tao, Lu, Shijian, Fan, Jiayuan
• مؤلفون آخرون: School of Computer Science and Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2020
• الموضوعات: Engineering::Computer science and engineering; SS-HCNN; Semi-supervise
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/143029
• المؤسسة: Nanyang Technological University

The availability of large-scale annotated data and uneven separability of different data categories become two major impediments of deep learning for image classification. In this paper, we present a Semi-Supervised Hierarchical Convolutional Neural Network (SS-HCNN) to address these two challenges....