Tianxu Zhang

A CNN-Transformer Hybrid Approach for Crop Classification Using Multitemporal Multisensor Images

Zhengtao Li, Guokun Chen, Tianxu Zhang · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2020 · 147 citations · Full text

Convolutional Neural Network, Precision Agriculture, Cnn-transformer Hybrid Approach +18

Local entropy-based transition region extraction and thresholding

Chengxin Yan, Nong Sang, Tianxu Zhang · Pattern Recognition Letters · 2003 · 125 citations

Image Analysis, Machine Vision, Engineering +7

Spectral Deconvolution and Feature Extraction With Robust Adaptive Tikhonov Regularization

Hai Liu, Luxin Yan, Yi Chang et al. · IEEE Transactions on Instrumentation and Measurement · 2012 · 109 citations

Engineering, Spectral Deconvolution, Spectrochemical Analysis +18

Joint Analysis and Weighted Synthesis Sparsity Priors for Simultaneous Denoising and Destriping Optical Remote Sensing Images

Zhenghua Huang, Yaozong Zhang, Qian Li et al. · IEEE Transactions on Geoscience and Remote Sensing · 2020 · 109 citations

Engineering, Weighted Synthesis, Synthesis Sparsity Priors +19

Progressive Dual-Domain Filter for Enhancing and Denoising Optical Remote-Sensing Images

Zhenghua Huang, Yaozong Zhang, Qian Li et al. · IEEE Geoscience and Remote Sensing Letters · 2018 · 108 citations

Engineering, Enhancement Filter, Multispectral Imaging +16