Yi Liu

Publication Activity (10 Years)

Years Active: 2012-2018
Publications (10 Years): 8

Top Topics

Image Classification

Top Venues

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

IEEE Trans. Geosci. Remote. Sens.

Publications

Yi Liu, Filipe Condessa, José M. Bioucas-Dias, Jun Li, Peijun Du, Antonio Plaza
Convex Formulation for Multiband Image Classification With Superpixel-Based Spatial Regularization. IEEE Trans. Geosci. Remote. Sens. 56 (5) (2018)
Juan Mario Haut, Yi Liu, Mercedes Eugenia Paoletti, Xiong Xu, Javier Plaza, Antonio Plaza
Evaluation of Different Regularization Methods for the Extreme Learning Machine Applied to Hyperspectral Images. IGARSS (2018)
Yanli Sun, José M. Bioucas-Dias, Xia Zhang, Yi Liu, Antonio Plaza
A new classification-oriented endmember extraction and sparse unmixing approach for hyperspectral data. IGARSS (2017)
Yi Liu, José M. Bioucas-Dias, Jun Li, Antonio Plaza
Hyperspectral cloud shadow removal based on linear unmixing. IGARSS (2017)
Yi Liu, Jun Li, Peijun Du, Antonio Plaza, Xiuping Jia, Xinchang Zhang
Class-Oriented Spectral Partitioning for Remotely Sensed Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10 (2) (2017)
Yi Liu, José M. Bioucas-Dias, Jun Li, Antonio Plaza
Multi-superpixelization-based convex formulation for joint classification of hyperspectral and lidar data. IGARSS (2017)
Yi Liu, Jun Li, Antonio Plaza
Spectrometer-Driven Spectral Partitioning for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (2) (2016)
Yi Liu, Filipe Condessa, José M. Bioucas-Dias, Jun Li, Antonio J. Plaza
Convex formulation for hyperspectral image classification with superpixels. IGARSS (2016)
Yi Liu, Jun Li, Antonio Plaza, Kun Tan
Class-oriented spectral partitioning for hyperspectral image classification. IGARSS (2015)
Jun Li, Yi Liu, Antonio Plaza, Peijun Du, Mahdi Khodadadzadeh
Spectrometer-driven spectral partitioning for hyperspectral image classification. WHISPERS (2014)
Yi Liu, Jun Li, Antonio J. Plaza, José M. Bioucas-Dias, Aurora Cuartero, Pablo García Rodríguez
Spectral partitioning for hyperspectral remote sensing image classification. IGARSS (2014)
Peijun Du, Junshi Xia, Wei Zhang, Kun Tan, Yi Liu, Sicong Liu
Multiple Classifier System for Remote Sensing Image Classification: A Review. Sensors 12 (4) (2012)