Predicting Soil Salt Content Over Partially Vegetated Surfaces Using Non-Negative Matrix Factorization. - Ya Liu; Xianzhang Pan; Rongjie Shi; Yan-Li Li; Chang-Kun Wang; Zhi-Ting Li (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

A Deep Spatial and Temporal Aggregation Framework for Video-Based Facial Expression Recognition. - Xianzhang Pan; Guoliang Ying; Guodong Chen; Hongming Li; Wenshu Li (IEEE Access, 2019)

Learning Affective Video Features for Facial Expression Recognition via Hybrid Deep Learning. - Shiqing Zhang; Xianzhang Pan; Yueli Cui; Xiaoming Zhao 002; Limei Liu (IEEE Access, 2019)

Deep Temporal-Spatial Aggregation for Video-Based Facial Expression Recognition. - Xianzhang Pan; Wenping Guo; Xiaoying Guo; Wenshu Li; Junjie Xu; Jinzhao Wu (Symmetry, 2019)

Fusing HOG and convolutional neural network spatial-temporal features for video-based facial expression recognition. - Xianzhang Pan (IET Image Process., 2020)

The Simultaneous Prediction of Soil Properties and Vegetation Coverage from Vis-NIR Hyperspectral Data with a One-Dimensional Convolutional Neural Network: A Laboratory Simulation Study. - Fangfang Zhang; Changkun Wang; Kai Pan; Zhiying Guo; Jie Liu; Aiai Xu; Haiyi Ma; Xianzhang Pan (Remote. Sens., 2022)

Learning inter-class optical flow difference using generative adversarial networks for facial expression recognition. - Wenping Guo; Xiaoming Zhao 002; Shiqing Zhang; Xianzhang Pan (Multim. Tools Appl., 2023)

A Framework for Retrieving Soil Organic Matter by Coupling Multi-Temporal Remote Sensing Images and Variable Selection in the Sanjiang Plain, China. - Haiyi Ma; Changkun Wang; Jie Liu; Xinyi Wang; Fangfang Zhang; Ziran Yuan; Chengshuo Yao; Xianzhang Pan (Remote. Sens., 2023)

UAV hyperspectral prediction of soil nutrients using the cluster-hybrid method. - Ziran Yuan; Changkun Wang; Haiyi Ma; Jie Liu; Zhiying Guo; Chengshuo Yao; Xiaopan Wang; Xianzhang Pan (Comput. Electron. Agric., 2025)