Tao Liu

Comparing fully convolutional networks, random forest, support vector machine, and patch-based deep convolutional neural networks for object-based wetland mapping using images from small unmanned aircraft system

Tao Liu, Amr Abd‐Elrahman, Jon Morton et al. · GIScience & Remote Sensing · 2018 · 266 citations

Computing, Computer Science, Geoinformatics +17

Object-based classification of wetland vegetation using very high-resolution unmanned air system imagery

Roshan Pande-Chhetri, Amr Abd‐Elrahman, Tao Liu et al. · European Journal of Remote Sensing · 2017 · 141 citations · Full text

Computing, Earth Sciences, Computer Vision +16

Deep convolutional neural network training enrichment using multi-view object-based analysis of Unmanned Aerial systems imagery for wetlands classification

Tao Liu, Amr Abd‐Elrahman · ISPRS Journal of Photogrammetry and Remote Sensing · 2018 · 106 citations

Computing, Computer Science, Earth Sciences +16

A novel transferable individual tree crown delineation model based on Fishing Net Dragging and boundary classification

Tao Liu, Jungho Im, Lindi J. Quackenbush · ISPRS Journal of Photogrammetry and Remote Sensing · 2015 · 87 citations

Natural Resources, Fisheries, Fisheries Biology +8

Improved Iterative Closest Point(ICP) 3D point cloud registration algorithm based on point cloud filtering and adaptive fireworks for coarse registration

Tao Liu, Xie Han · International Journal of Remote Sensing · 2019 · 87 citations

Computing, Computer Science, 3D Modeling +16