Incremental learning technologies for semantic segmentation

• المؤلف الرئيسي: Yang, Yizhuo
• مؤلفون آخرون: Xie Lihua
• التنسيق: Thesis-Master by Coursework
• اللغة: English
• منشور في: Nanyang Technological University 2022
• الموضوعات: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/157338
• المؤسسة: Nanyang Technological University

Semantic segmentation models based on deep learning technologies have achieved remarkable results in recent years. However, many models encounter the problem of catastrophic forgetting, i.e. when the model is required to learn a new task without labels for old objects, its performance drops signific...