Materials-based 3D segmentation of unknown objects from dual-energy computed tomography imagery in baggage security screening
作者:
Highlights:
• Novel dual-energy materials-based 3D segmentation technique.
• Two novel random forest-based segmentation quality metrics.
• Novel segmentation refinement procedure.
• Comparative evaluation using dual-energy baggage screening CT data.
• Demonstrate high-quality segmentations at low processing times.
摘要
Highlights•Novel dual-energy materials-based 3D segmentation technique.•Two novel random forest-based segmentation quality metrics.•Novel segmentation refinement procedure.•Comparative evaluation using dual-energy baggage screening CT data.•Demonstrate high-quality segmentations at low processing times.
论文关键词:Segmentation,Dual-energy computed tomography,Random forests,Baggage-CT imagery
论文评审过程:Received 28 February 2014, Revised 17 September 2014, Accepted 13 January 2015, Available online 19 January 2015.
论文官网地址:https://doi.org/10.1016/j.patcog.2015.01.010