Fan Zhang

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 12

Top Topics

Hyperspectral Image Classification

Geospatial Data

Weakly Supervised

Convolutional Neural Networks

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Int. J. Appl. Earth Obs. Geoinformation

Pattern Recognit.

Publications

Zhu Mao, Xianfeng Huang, Hanyu Xiang, Yiping Gong, Fan Zhang, Jie Tang
Glass façade segmentation and repair for aerial photogrammetric 3D building models with multiple constraints. Int. J. Appl. Earth Obs. Geoinformation 118 (2023)
Hanyu Xiang, Qin Zou, Muhammad Ali Nawaz, Xianfeng Huang, Fan Zhang, Hongkai Yu
Deep learning for image inpainting: A survey. Pattern Recognit. 134 (2023)
Zhu Mao, Xianfeng Huang, Wenyuan Niu, Xuan Wang, Zepeng Hou, Fan Zhang
Improved instance segmentation for slender urban road facility extraction using oblique aerial images. Int. J. Appl. Earth Obs. Geoinformation 121 (2023)
Hanyu Xiang, Xianfeng Huang, Feng Lan, Chong Yang, Yunlong Gao, Wenyu Wu, Fan Zhang
A Shape-Preserving Simplification Method for Urban Building Models. ISPRS Int. J. Geo Inf. 11 (11) (2022)
Luxi Li, Qin Zou, Fan Zhang, Hongkai Yu, Long Chen, Chengfang Song, Xianfeng Huang, Xiaoguang Wang
Line Drawing Guided Progressive Inpainting of Mural Damages. CoRR (2022)
Yonghao Xu, Liangpei Zhang, Bo Du, Fan Zhang
Spectral-Spatial Unified Networks for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 56 (10) (2018)
Yonghao Xu, Bo Du, Liangpei Zhang, Fan Zhang
A Band Grouping Based LSTM Algorithm for Hyperspectral Image Classification. CCCV (2) (2017)
Fan Zhang, Bo Du, Liangpei Zhang
A multi-task convolutional neural network for mega-city analysis using very high resolution satellite imagery and geospatial data. CoRR (2017)
Yiting Tao, Miaozhong Xu, Fan Zhang, Bo Du, Liangpei Zhang
Unsupervised-Restricted Deconvolutional Neural Network for Very High Resolution Remote-Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. 55 (12) (2017)
Fan Zhang, Bo Du, Liangpei Zhang, Miaozhong Xu
Weakly Supervised Learning Based on Coupled Convolutional Neural Networks for Aircraft Detection. IEEE Trans. Geosci. Remote. Sens. 54 (9) (2016)
Fan Zhang, Bo Du, Liangpei Zhang, Lefei Zhang
Hierarchical feature learning with dropout k-means for hyperspectral image classification. Neurocomputing 187 (2016)
Fan Zhang, Bo Du, Liangpei Zhang
Scene Classification via a Gradient Boosting Random Convolutional Network Framework. IEEE Trans. Geosci. Remote. Sens. 54 (3) (2016)
Fan Zhang, Bo Du, Liangpei Zhang
Saliency-Guided Unsupervised Feature Learning for Scene Classification. IEEE Trans. Geosci. Remote. Sens. 53 (4) (2015)