Semantic segmentation with less annotation efforts

• 主要作者: Zhang, Tianyi
• 其他作者: Lin Guosheng
• 格式: Thesis-Doctor of Philosophy
• 語言: English
• 出版: Nanyang Technological University 2020
• 主題: Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision
• 在線閱讀: https://hdl.handle.net/10356/140292

Semantic segmentation is a pixel-wise classification task, which is to predict class label to every pixel within an image. However, one of the obstacles limiting the development of semantic segmentation is that the pixel-wise segmentation annotations for the training images are quite difficult and e...