Zhou Zhang

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 38

Top Topics

Image Classification

Top Venues

IEEE Geosci. Remote. Sens. Lett.

IEEE Trans. Geosci. Remote. Sens.

Publications

Jiang Chen, Tong Yu, Jerome H. Cherney, Zhou Zhang
Optimal Integration of Optical and SAR Data for Improving Alfalfa Yield and Quality Traits Prediction: New Insights into Satellite-Based Forage Crop Monitoring. Remote. Sens. 16 (5) (2024)
Syed Danish Ali, Sameen Raut, Joseph Dahlen, Laurence Schimleck, Richard Bergman, Zhou Zhang, Vahid Nasir
Utilization of Synthetic Near-Infrared Spectra via Generative Adversarial Network to Improve Wood Stiffness Prediction. Sensors 24 (6) (2024)
Zhiyong Lv, Tianyv Yang, Tao Lei, Wenming Zhou, Zhou Zhang, Zhenzhen You
Spatial-Spectral Similarity Based on Adaptive Region for Landslide Inventory Mapping With Remote-Sensed Images. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Tang Sui, Qunying Huang, Mingda Wu, Meiliu Wu, Zhou Zhang
BiAU-Net: Wildfire burnt area mapping using bi-temporal Sentinel-2 imagery and U-Net with attention mechanism. Int. J. Appl. Earth Obs. Geoinformation 132 (2024)
Jiang Chen, Zhou Zhang
Estimation of All-Sky High-Resolution Gross Primary Production Across Different Biome Types Using Active Microwave Satellite Images and Environmental Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Yuchi Ma, Zhengwei Yang, Qunying Huang, Zhou Zhang
Improving the Transferability of Deep Learning Models for Crop Yield Prediction: A Partial Domain Adaptation Approach. Remote. Sens. 15 (18) (2023)
Hamid Ebrahimy, Zhou Zhang
Per-pixel accuracy as a weighting criterion for combining ensemble of extreme learning machine classifiers for satellite image classification. Int. J. Appl. Earth Obs. Geoinformation 122 (2023)
Xiaoyu Wang, Yuchi Ma, Qunying Huang, Zhengwei Yang, Zhou Zhang
Learning county from pixels: Corn yield prediction with attention-weighted multiple instance learning. CoRR (2023)
Beibei Xu, Jiahao Fan, Jun Chao, Nikola Arsenijevic, Rodrigo Werle, Zhou Zhang
Instance segmentation method for weed detection using UAV imagery in soybean fields. Comput. Electron. Agric. 211 (2023)
Yuchi Ma, Zhengwei Yang, Zhou Zhang
Multisource Maximum Predictor Discrepancy for Unsupervised Domain Adaptation on Corn Yield Prediction. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Zhengwei Yang, Jingyi Huang, Zhou Zhang
Toward Field Level Drought and Irrigation Monitoring Using Machine Learning Based High-Resolution Soil Moisture (ML-HRSM) Data. IGARSS (2023)
Tong Yu, Jing Zhou, Jiahao Fan, Yi Wang, Zhou Zhang
Potato Leaf Area Index Estimation Using Multi-Sensor Unmanned Aerial Vehicle (UAV) Imagery and Machine Learning. Remote. Sens. 15 (16) (2023)
Jiang Chen, Zhou Zhang
An improved fusion of Landsat-7/8, Sentinel-2, and Sentinel-1 data for monitoring alfalfa: Implications for crop remote sensing. Int. J. Appl. Earth Obs. Geoinformation 124 (2023)
Meiliu Wu, Qunying Huang, Song Gao, Zhou Zhang
Mixed land use measurement and mapping with street view images and spatial context-aware prompts via zero-shot multimodal learning. Int. J. Appl. Earth Obs. Geoinformation 125 (2023)
Luwei Feng, Zhou Zhang, Yuchi Ma, Yazhou Sun, Qingyun Du, Parker Williams, Jessica L. Drewry, Brian D. Luck
Multitask Learning of Alfalfa Nutritive Value From UAV-Based Hyperspectral Images. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Wenxin Liu, Jing Zhou, Biwen Wang, Martin Costa, Shawn M. Kaeppler, Zhou Zhang
IntegrateNet: A Deep Learning Network for Maize Stand Counting From UAV Imagery by Integrating Density and Local Count Maps. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Shuo Chen, Weihang Liu, Puyu Feng, Tao Ye, Yuchi Ma, Zhou Zhang
Improving Spatial Disaggregation of Crop Yield by Incorporating Machine Learning with Multisource Data: A Case Study of Chinese Maize Yield. Remote. Sens. 14 (10) (2022)
Zeyu Cao, Yuchi Ma, Zhou Zhang
Corn Yield Prediction based on Remotely Sensed Variables Using Variational Autoencoder and Multiple Instance Regression. CoRR (2022)
Jiahao Fan, Jing Zhou, Biwen Wang, Natalia de Leon, Shawn M. Kaeppler, Dayane C. Lima, Zhou Zhang
Estimation of Maize Yield and Flowering Time Using Multi-Temporal UAV-Based Hyperspectral Data. Remote. Sens. 14 (13) (2022)
Yuchi Ma, Zhou Zhang
A Bayesian Domain Adversarial Neural Network for Corn Yield Prediction. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Yuchi Ma, Zhou Zhang, Hsiuhan Lexie Yang, Zhengwei Yang
An adaptive adversarial domain adaptation approach for corn yield prediction. Comput. Electron. Agric. 187 (2021)
Yumiao Wang, Zhou Zhang, Luwei Feng, Yuchi Ma, Qingyun Du
A new attention-based CNN approach for crop mapping using time series Sentinel-2 images. Comput. Electron. Agric. 184 (2021)
Lukui Shi, Nanying Liang, Xia Xu, Tao Li, Zhou Zhang
SA-JSTN: Self-Attention Joint Spatiotemporal Network for Temperature Forecasting. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Luwei Feng, Zhou Zhang, Yuchi Ma, Qingyun Du, Parker Williams, Jessica L. Drewry, Brian D. Luck
Alfalfa Yield Prediction Using UAV-Based Hyperspectral Imagery and Ensemble Learning. Remote. Sens. 12 (12) (2020)
Yumiao Wang, Zhou Zhang, Luwei Feng, Qingyun Du, Troy Runge
Combining Multi-Source Data and Machine Learning Approaches to Predict Winter Wheat Yield in the Conterminous United States. Remote. Sens. 12 (8) (2020)
Chen Sun, Luwei Feng, Zhou Zhang, Yuchi Ma, Trevor Crosby, Mack Naber, Yi Wang
Prediction of End-Of-Season Tuber Yield and Tuber Set in Potatoes Using In-Season UAV-Based Hyperspectral Imagery and Machine Learning. Sensors 20 (18) (2020)
Zhengxia Zou, Tianyang Shi, Wenyuan Li, Zhou Zhang, Zhenwei Shi
Do Game Data Generalize Well for Remote Sensing Image Segmentation? Remote. Sens. 12 (2) (2020)
Zhou Zhang, Edoardo Pasolli, Melba M. Crawford
An Adaptive Multiview Active Learning Approach for Spectral-Spatial Classification of Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 58 (4) (2020)
Rui Zhao, Zhenwei Shi, Zhengxia Zou, Zhou Zhang
Ensemble-Based Cascaded Constrained Energy Minimization for Hyperspectral Target Detection. Remote. Sens. 11 (11) (2019)
Zhou Zhang, Gülsen Taskin Kaya, Melba M. Crawford
Active Manifold Learning for Hyperspectral Image Classification. IGARSS (2018)
Ayman Habib, Tian Zhou, Ali Masjedi, Zhou Zhang, John Evan Flatt, Melba M. Crawford
Boresight Calibration of GNSS/INS-Assisted Push-Broom Hyperspectral Scanners on UAV Platforms. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (5) (2018)
Zhou Zhang, Melba M. Crawford
A Batch-Mode Regularized Multimetric Active Learning Framework for Classification of Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 55 (11) (2017)
Zhou Zhang, Ali Masjedi, Jieqiong Zhao, Melba M. Crawford
Prediction of sorghum biomass based on image based features derived from time series of UAV images. IGARSS (2017)
Zhou Zhang, Melba M. Crawford
A regularized multi-metric active learning framework for hyperspectral image classification. WHISPERS (2016)
Zhou Zhang, Edoardo Pasolli, Hsiuhan Lexie Yang, Melba M. Crawford
Multimetric Active Learning for Classification of Remote Sensing Data. IEEE Geosci. Remote. Sens. Lett. 13 (7) (2016)
Zhou Zhang, Edoardo Pasolli, Melba M. Crawford, James C. Tilton
An Active Learning Framework for Hyperspectral Image Classification Using Hierarchical Segmentation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (2) (2016)
Ayman Habib, Youkyung Han, Weifeng Xiong, Fangning He, Zhou Zhang, Melba M. Crawford
Automated Ortho-Rectification of UAV-Based Hyperspectral Data over an Agricultural Field Using Frame RGB Imagery. Remote. Sens. 8 (10) (2016)
Zhou Zhang, Melba M. Crawford
Semi-supervised multi-metric active learning for classification of hyperspectral images. IGARSS (2016)
Zhou Zhang, Melba M. Crawford
An ensemble active learning approach for spectral-spatial classification of hyperspectral images. IGARSS (2015)
Zhou Zhang, Zhenwei Shi
Nonnegative matrix factorization-based hyperspectral and panchromatic image fusion. Neural Comput. Appl. 23 (3-4) (2013)