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 · 262 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +20

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 · 130 citations · Full text

Precision Agriculture, Wetland Vegetation, Engineering +18

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 · 105 citations

Convolutional Neural Network, Image Classification, Machine Vision +13

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 · 86 citations

Boundary Classification, Net Dragging

DeepN-JPEG

Zihao Liu, Tao Liu, Wujie Wen et al. · 2018 · 86 citations

Jpeg Compression, Deep Neural Networks, Image Analysis +14