• Information extraction from large point cloud data : a deep learning approach 

      Arief, Hasan Asyari (PhD Thesis;2020:25, Doctoral thesis, 2020)
      Recent advances in Light Detection and Ranging (LiDAR) sensors have led to an increasing amount of large scale point cloud data collections. The LiDAR sensors can capture the fine spatial details of a remote environment ...
    • Land cover segmentation of airborne LiDAR data using stochastic atrous network 

      Arief, Hasan Asyari; Strand, Geir-Harald; Tveite, Håvard; Indahl, Ulf Geir (Journal article; Peer reviewed, 2018)
      Inspired by the success of deep learning techniques in dense-label prediction and the increasing availability of high precision airborne light detection and ranging (LiDAR) data, we present a research process that compares ...
    • SAnE: Smart Annotation and Evaluation Tools for Point Cloud Data 

      Arief, Hasan Asyari; Arief, Mansur Maturidi; Zhang, Guilin; Liu, Zuxin; Bhat, Manoj; Indahl, Ulf Geir; Tveite, Håvard; Zhao, Ding (Peer reviewed; Journal article, 2020)
      Addressing the need for high-quality, time efficient, and easy to use annotation tools, we propose SAnE, a semiautomatic annotation tool for labeling point cloud data. The contributions of this paper are threefold: (1) we ...