A survey on deep learning techniques for image and video semantic segmentation

• Published in: Applied soft computing Vol. 70; pp. 41 - 65
• Main Authors: Garcia-Garcia, Alberto, Orts-Escolano, Sergio, Oprea, Sergiu, Villena-Martinez, Victor, Martinez-Gonzalez, Pablo, Garcia-Rodriguez, Jose
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 01.09.2018
• Subjects: Deep learning; Scene labeling; Semantic segmentation; Deep learning; Semantic segmentation; Scene labeling

•An in-depth review of deep learning methods for semantic segmentation applied to various areas.•An overview of background concepts and formulation for newcomers.•A structured and logical review of datasets and methods, highlighting their contributions and significance.•Quantitative comparison of pe...