Survey on Recent Progresses of Semantic Image Segmentation with CNNs

• Published in: 2016 International Conference on Virtual Reality and Visualization (ICVRV) pp. 158 - 163
• Main Authors: Qichuan Geng, Zhong Zhou
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.09.2016
• Subjects: CNN; Computer architecture; Feature extraction; Image segmentation; Message passing; Neural networks; Pascal VOC 2012 challenge; Semantic image segmentation; Semantics; Training

Convolutional neural networks (CNNs) have been the mainstream in many computer vision tasks, such as image classification, object detection, face recognition and so on. We survey the state-of-the-art results on Pascal VOC 2012 semantic segmentation challenge which has made great progresses in 2015....