Browsing Waterloo Research by Author "Ma, Lingfei"

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Deep Residual Networks for Hyperspectral Image Classification

Zhong, Zilong; Li, Jonathan; Ma, Lingfei; Jiang, Han; Zhao, He (Institute of Electrical and Electronics Engineers, 2017-07-25)

Deep neural networks can learn deep feature representation for hyperspectral image (HSI) interpretation and achieve high classification accuracy in different datasets. However, counterintuitively, the classification ...
Line-based deep learning method for tree branch detection from digital images

Silva, Rodrigo; Marcato Junior, José; Almeida, Laisa; Gonçalves, Diogo; Zamboni, Pedro; Fernandes, Vanessa; Silva, Jonathan; Matsubara, Edson; Batista, Edson; Ma, Lingfei; Li, Jonathan; Gonçalves, Wesley (Elsevier, 2022-06)

Preventive maintenance of power lines, including cutting and pruning of tree branches, is essential to avoid interruptions in the energy supply. Automatic methods can support this risky task and also reduce time consuming. ...