Xiaohao Cai

Data Augmentation in Classification and Segmentation: A Survey and New Strategies

Khaled Alomar, Halil Ibrahim Aysel, Xiaohao Cai · Journal of Imaging · 2023 · 249 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +19

A Two-Stage Image Segmentation Method Using a Convex Variant of the Mumford--Shah Model and Thresholding

Xiaohao Cai, Raymond H. Chan, Tieyong Zeng · SIAM Journal on Imaging Sciences · 2013 · 208 citations

Mathematical Programming, Engineering, Image Sequence Analysis +18

Uncertainty quantification for radio interferometric imaging – I. Proximal MCMC methods

Xiaohao Cai, Marcelo Pereyra, Jason D. McEwen · Monthly Notices of the Royal Astronomical Society · 2018 · 75 citations · Full text

Individual Tree Species Classification From Airborne Multisensor Imagery Using Robust PCA

Juheon Lee, Xiaohao Cai, Jan Lellmann et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2016 · 65 citations · Full text

Engineering, Forest Biometrics, Multispectral Imaging +18

3D Segmentation of Trees Through a Flexible Multiclass Graph Cut Algorithm

Jonathan Williams, Carola‐Bibiane Schönlieb, Tom Swinfield et al. · IEEE Transactions on Geoscience and Remote Sensing · 2019 · 54 citations · Full text