Yumin Tan

28 papers C 3Journal 24Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
CogGen: Cognitive-Load-Informed Fully Unsupervised Deep Generative Modeling for Compressively Sampled MRI Reconstruction.
CoRR
Qingyong Zhu, Yumin Tan, Xiang Gu, Dong Liang
2026 J jnl
Day-Night All-Sky Scene Classification with an Attention-Enhanced EfficientNet.
ISPRS Int. J. Geo Inf.
Wuttichai Boonpook, Peerapong Torteeka, Kritanai Torsri, Daroonwan Kamthonkiat, Yumin Tan, Asamaporn Sitthi, Patcharin Kamsing, Chomchanok Arunplod, Utane Sawangwit, Thanachot Ngamcharoensuktavorn, Kijnaphat Suksod
2026 J jnl
Explainable Hybrid Physics-Guided Neural Network (HPGNN) for diverse Inland Lakes water quality inversion.
Ecol. Informatics
Aamir Ali, Guanhua Zhou, Franz Pablo Antezana Lopez, Cheng Jiang, Guifei Jing, Yumin Tan
2025 J jnl
GeoAI-Driven mapping of urban rooftop Photovoltaics: A sustainable energy framework for Karachi, Pakistan.
Int. J. Appl. Earth Obs. Geoinformation
Muhammad Kamran Lodhi, Yumin Tan, Agus Suprijanto, Shahid Naeem, Yang Li
2025 J jnl
Geoinformatics and Machine Learning for Shoreline Change Monitoring: A 35-Year Analysis of Coastal Erosion in the Upper Gulf of Thailand.
ISPRS Int. J. Geo Inf.
Chakrit Chawalit, Wuttichai Boonpook, Asamaporn Sitthi, Kritanai Torsri, Daroonwan Kamthonkiat, Yumin Tan, Apised Suwansaard, Attawut Nardkulpat
2025 J jnl
XGB-2D CNN-Based Dissolved Oxygen Inversion for Coastal Water.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Aamir Ali, Guanhua Zhou, Guifei Jing, Franz Pablo Antezana Lopez, Kang Sun, Cheng Jiang, Zhongqi Ma, Yumin Tan
2024 J jnl
A Systematic Review of Radiative Transfer Models for Crop Yield Prediction and Crop Traits Retrieval.
Remote. Sens.
Rana Ahmad Faraz Ishaq, Guanhua Zhou, Chen Tian, Yumin Tan, Guifei Jing, Hongzhi Jiang, Obaid Ur Rehman
2024 J jnl
Deep learning for water quality multivariate assessment in inland water across China.
Int. J. Appl. Earth Obs. Geoinformation
Aamir Ali, Guanhua Zhou, Franz Pablo Antezana Lopez, Chongbin Xu, Guifei Jing, Yumin Tan
2024 J jnl
Extreme water level changes in global lakes revealed by altimetry satellites since the 2000s.
Int. J. Appl. Earth Obs. Geoinformation
Bingxin Bai, Lixia Mu, Chunyong Ma, Ge Chen, Yumin Tan
2024 J jnl
WenSiM: A Relative Accuracy Assessment Method for Land Cover Products Based on Optimal Transportation Theory.
Remote. Sens.
Rui Zhu, Yumin Tan, Ziqing Luo, Yanzhe Shi, Jiale Wang, Guifei Jing, Xiaolu Wang
2023 J jnl
AD-RoadNet: An Auxiliary-Decoding Road Extraction Network Improving Connectivity While Preserving Multiscale Road Details.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Ziqing Luo, Kailei Zhou, Yumin Tan, Xiaolu Wang, Rui Zhu, Liqiang Zhang
2023 J jnl
Deep Learning Semantic Segmentation for Land Use and Land Cover Types Using Landsat 8 Imagery.
ISPRS Int. J. Geo Inf.
Wuttichai Boonpook, Yumin Tan, Attawut Nardkulpat, Kritanai Torsri, Peerapong Torteeka, Patcharin Kamsing, Utane Sawangwit, Jose Pena, Montri Jainaen
2023 J jnl
PCL-PTD Net: Parallel Cross-Learning-Based Pixel Transferred Deconvolutional Network for Building Extraction in Dense Building Areas With Shadow.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Wuttichai Boonpook, Yumin Tan, Kritanai Torsri, Patcharin Kamsing, Peerapong Torteeka, Attawut Nardkulpat
2022 J jnl
An Optimal Transport Based Global Similarity Index for Remote Sensing Products Comparison.
Remote. Sens.
Yumin Tan, Yanzhe Shi, Le Xu, Kailei Zhou, Guifei Jing, Xiaolu Wang, Bingxin Bai
2022 J jnl
Time-series surface water gap filling based on spatiotemporal neighbourhood similarity.
Int. J. Appl. Earth Obs. Geoinformation
Bingxin Bai, Yumin Tan, Kailei Zhou, Gennadii Donchyts, Arjen Haag, Albrecht H. Weerts
2022 J jnl
XCO2 and XCH4 Reconstruction Using GOSAT Satellite Data Based on EOF-Algorithm.
Remote. Sens.
Franz Pablo Antezana Lopez, Guanhua Zhou, Guifei Jing, Kai Zhang, Yumin Tan
2020 J jnl
A Simple Spatio-Temporal Data Fusion Method Based on Linear Regression Coefficient Compensation.
Remote. Sens.
Bingxin Bai, Yumin Tan, Gennadiy Donchyts, Arjen Haag, Albrecht H. Weerts
2020 J jnl
Combining Residual Neural Networks and Feature Pyramid Networks to Estimate Poverty Using Multisource Remote Sensing Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yumin Tan, Peng Wu, Guanhua Zhou, Yunxin Li, Bingxin Bai
2020 J jnl
Deep Learning for Multilabel Remote Sensing Image Annotation With Dual-Level Semantic Concepts.
IEEE Trans. Geosci. Remote. Sens.
Panpan Zhu, Yumin Tan, Liqiang Zhang, Yuebin Wang, Jie Mei, Hao Liu, Mengfan Wu
2019 J jnl
Dynamic Monitoring of Forest Land in Fuling District Based on Multi-Source Time Series Remote Sensing Images.
ISPRS Int. J. Geo Inf.
Bingxin Bai, Yumin Tan, Dong Guo, Bo Xu
2019 — conf
Estimation of Economic Indicators using Residual Neural Network ResNet50.
ICDM Workshops
Peng Wu, Yumin Tan
2019 J jnl
Near-Real-Time Flood Forecasting Based on Satellite Precipitation Products.
Remote. Sens.
Nasreddine Belabid, Feng Zhao, Luca Brocca, Yanbo Huang, Yumin Tan
2019 J jnl
UAV Photogrammetry-Based 3D Road Distress Detection.
ISPRS Int. J. Geo Inf.
Yumin Tan, Yunxin Li
2018 J jnl
A Deep Learning Approach on Building Detection from Unmanned Aerial Vehicle-Based Images in Riverbank Monitoring.
Sensors
Wuttichai Boonpook, Yumin Tan, Yinghua Ye, Peerapong Torteeka, Kritanai Torsri, Shengxian Dong
2018 J jnl
Joint Discriminative Dictionary and Classifier Learning for ALS Point Cloud Classification.
IEEE Trans. Geosci. Remote. Sens.
Zhenxin Zhang, Liqiang Zhang, Yumin Tan, Liang Zhang, Fangyu Liu, Ruofei Zhong
2004 C conf
Web-based GIS services in participatory forest management in China.
IGARSS
Yumin Tan, Tianhe Chi
2003 C conf
Application of GPS in airborne SAR image based disaster evaluation.
IGARSS
Tianhe Chi, Xin Zhang, Cai-Ying Zhu, Yumin Tan
2003 C conf
Research on information system for natural disaster monitoring and assessment.
IGARSS
Tianhe Chi, Xin Zhang, Huabin Chen, Yumin Tan