Lingfei Ma

Toronto-3D: A Large-scale Mobile LiDAR Dataset for Semantic Segmentation of Urban Roadways

Weikai Tan, Nannan Qin, Lingfei Ma et al. · 2020 · 278 citations · Full text

Spectral–Spatial Transformer Network for Hyperspectral Image Classification: A Factorized Architecture Search Framework

Zilong Zhong, Ying Li, Lingfei Ma et al. · IEEE Transactions on Geoscience and Remote Sensing · 2021 · 217 citations

Search Optimization, Convolutional Neural Network, Engineering +16

A Machine Learning Framework to Predict Nutrient Content in Valencia-Orange Leaf Hyperspectral Measurements

Lucas Prado Osco, Ana Paula Marques Ramos, Mayara Maezano Faita Pinheiro et al. · Remote Sensing · 2020 · 136 citations · Full text

Precision Agriculture, Environmental Monitoring, Machine Learning +13

TGNet: Geometric Graph CNN on 3-D Point Cloud Segmentation

Ying Li, Lingfei Ma, Zilong Zhong et al. · IEEE Transactions on Geoscience and Remote Sensing · 2019 · 131 citations

Geometric Learning, Convolutional Neural Network, Engineering +19

Multi-Scale Point-Wise Convolutional Neural Networks for 3D Object Segmentation From LiDAR Point Clouds in Large-Scale Environments

Lingfei Ma, Ying Li, Jonathan Li et al. · IEEE Transactions on Intelligent Transportation Systems · 2019 · 126 citations

Engineering, Machine Learning, Object Segmentation +16