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Xiao Xiang Zhu

Technische Universität München

8H指数
45论文数
234被引数
收录论文 24
发表时间
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Enhancing Europe’s competitiveness by empowering researchers as innovators通过赋权研究者作为创新者来增强欧洲的竞争力
errScience
IF45.8
err2026-09-24
err0
PREAI
errAmanda K. A. Silva Brun; Giorgio Presidente; Mangala Srinivas; Valentina Cauda; Alberto Fernandez-Tejada; Christine L. Mummery; Rami I. Aqeilan; Thomas Thum; Mehmet C. Onbasli; Robert Colebunders; Gianni Ciofani; Davide Iannuzzi; Marios Avraamides; João T. Barata; Romana Schirhagl; Ana Cecília A. Roque; Luana Dessbesell; Chloé Dupuis; Marco Paggi; Kerstin Kinkelin; Gerard J. J. Boink; Antonella Bongiovanni; Kevin Braeckmans; Kerem Pekkan; Lorenzo Moroni; Twan Lammers; Xiao Xiang Zhu; Adriele Prina-Mello; Carlo S. Casari; Max C. Lemme; Thomas Wolbers; Achillefs N. Kapanidis; Erdem Yörk; Jan S. Kirschke; Philipp-Leo Mengel; Giulio Cerullo; Volker Hessel; Víctor A. de la Peña O’Shea; Aitziber L. Cortajarena; Frank Kirchhoff; Harald H. H. W. Schmidt; Imre Berger; Anne Houdusse; Edgar R. Gomes; Frederic Amant; Tambet Teesalu; Joan Ballester; Juan José Vilatela; Raymond M. Schiffelers; Fabrizio d’Adda di Fagagna; Roman Jerala; Cristina Canal; Sophie Demolombe; Gaetano Gargiulo; Giovanni Volpe; Andrea C. Ferrari; Daniel Gros; Clemens Fuest; Dario Polli
err分享
err收藏
RSGPNet: Geometric Prompting for Remote Sensing Open-Vocabulary Semantic SegmentationRSGPNet：面向遥感开放词汇语义分割的几何提示
errIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
IF5.3
err2026-08-20
err0
errOAAI
errShanwen Wang; Xin Sun; Sirui Wang; Xiao Xiang Zhu
err分享
err收藏
Assessing Conformal Prediction for Remote Sensing: Application to Local Climate Zone Classification评估用于遥感领域的保形预测：在局部气候区分类中的应用
errIEEE Transactions on Geoscience and Remote Sensing
IF8.6
err2026-08-04
err0
errOAAI
errChristoph Schweden; Peter Jung; Xiao Xiang Zhu
err分享
err收藏
Large-Scale Polygonal Building Mapping From 3–5 m Medium-Resolution Satellite Imagery基于3–5米中分辨率卫星影像的大规模多边形建筑制图
errIEEE Transactions on Geoscience and Remote Sensing
IF8.6
err2026-08-04
err0
errOAAI
errFahong Zhang; Xiao Xiang Zhu
err分享
err收藏
Earth Embeddings: Toward artificial intelligence-centric representations of our planet地球嵌入：迈向以人工智能为中心的地球表示
errIEEE Geoscience and Remote Sensing Magazine
IF16.4
err2026-07-31
err0
errOAAI
errKonstantin Klemmer; Esther Rolf; Marc Rußwurm; Gustau Camps-Valls; Mikolaj Czerkawski; Stefano Ermon; Alistair Francis; Nathan Jacobs; Hannah Kerner; Lester Mackey; Gengchen Mai; Oisin Mac Aodha; Markus Reichstein; Caleb Robinson; David Rolnick; Evan Shelhamer; Vincent Sitzmann; Devis Tuia; Xiaoxiang Zhu
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LandSegmenter: Towards a flexible foundation model for Land Use and Land Cover mappingLandSegmenter：面向土地使用与土地覆盖制图灵活基础模型的构建
errISPRS Journal of Photogrammetry and Remote Sensing
IF12.2
err2026-05-19
err0
errOAAI
errChenying Liu; Wei Huang; Xiao Xiang Zhu
err分享
err收藏
Quantum Machine Learning for Earth Observation: A review and future prospects量子机器学习在地球观测中的应用：综述与未来展望
errIEEE Geoscience and Remote Sensing Magazine
IF16.4
err2026-04-13
err0
PREAI
errAlessandro Sebastianelli; Francesco Mauro; Amer Delilbasic; Pietro Di Stasio; Fan Fan; Gabriele Meoni; Gabriele Cavallaro; Xiao Xiang Zhu; Paolo Gamba; Silvia Liberata Ullo
err分享
err收藏
Assessing Cocoa Landuse Change and Exposure to Artisanal and Small-Scale Gold Mining Using Satellite Imagery评估可可土地利用变化及接触小规模和 artisanal 金矿开采情况，使用卫星影像
errIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
IF5.3
err2026-03-10
err0
errOAAI
errStella Ofori-Ampofo; Antony Zappacosta; Rıdvan Salih Kuzu; Peter Schauer; Martin Willberg; Xiao Xiang Zhu
err分享
err收藏
Earth Action in Transition: Highlights From the 2025 ESA–NASA International Workshop on AI Foundation Models for EO [Space-Agencies]转型中的地球行动：2025年ESA–NASA国际研讨会关于AI基础模型用于EO [航天机构]的亮点
errIEEE Geoscience and Remote Sensing Magazine
IF16.4
err2025-12-17
err0
errOAAI
errNicolas Longépé; Hamed Alemohammad; Anca Anghelea; Thomas Brunschwiler; Gustau Camps-Valls; Gabriele Cavallaro; Jocelyn Chanussot; Jose Manuel Delgado; Begüm Demir; Nikolaos Dionelis; Paolo Fraccaro; Anna Jungbluth; Robert E. Kennedy; Valerio Marsocci; Muthukumaran Ramasubramanian; Raul Ramos-Pollan; Sujit Roy; Gencer Sümbül; Devis Tuia; Xiao Xiang Zhu; Rahul Ramachandran
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err收藏
On the strategy of exploring spatio-temporal information from Earth observation data for crop yield prediction基于地球观测数据探索时空信息以预测作物产量的策略
errSmart Agricultural Technology
IF5.7
err2025-10-16
err0
errOAAI
errStella Ofori-Ampofo; Ridvan Salih Kuzu; Peter Schauer; Martin Willberg; Adrian Höhl; Xiao Xiang Zhu
err分享
err收藏
Human-in-the-loop: Towards label embeddings for assessing classification difficulty
errStatistical Modelling
IF1
err2025-10-01
err0
PREAI
errHechinger, Katharina; Schweden, Christoph; Zhu, Xiao Xiang; Kauermann, Goran
err分享
err收藏
Machine Learning for Methane Detection and Quantification From Space: A survey基于卫星的甲烷检测与量化：机器学习应用综述
errIEEE Geoscience and Remote Sensing Magazine
IF16.4
err2025-09-25
err0
errOAAI
errEnno Tiemann; Shanyu Zhou; Alexander Kläser; Konrad Heidler; Rochelle Schneider; Xiao Xiang Zhu
err分享
err收藏
Regression in Earth Observation: Are vision–language models up to the challenge?地球观测中的回归问题：视觉-语言模型能否胜任这一挑战？
errIEEE Geoscience and Remote Sensing Magazine
IF16.4
err2025-09-18
err0
errOAAI
errXizhe Xue; Xiaoxiang Zhu
err分享
err收藏
Global Collinearity-Aware Polygonizer for Polygonal Building Mapping in Remote Sensing面向遥感中多边形建筑制图的全局共线性感知多边形化器
errIEEE Transactions on Geoscience and Remote Sensing
IF8.6
err2025-01-01
err0
errOAAI
errFahong Zhang; Yilei Shi; Xiao Xiang Zhu
err分享
err收藏
Deep Learning-Based GNSS-R Global Vegetation Water Content: Dataset, Estimation, and Uncertainty基于深度学习的GNSS-R全球植被含水量：数据集、估计与不确定性
errIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
IF5.3
err2025-01-01
err0
errOAAI
errDaixin Zhao; Milad Asgarimehr; Konrad Heidler; Jens Wickert; Xiao Xiang Zhu; Lichao Mou
err分享
err收藏
Semi-Supervised Building Footprint Extraction Using Debiased Pseudo-Labels
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2025-01-01
err0
errOAAI
errHuang, Wei; Gu, Ziqi; Shi, Yilei; Xiong, Zhitong; Zhu, Xiao Xiang
err分享
err收藏
Height-Assisted Semi-Supervised Building Footprint Extraction From Optical Remote Sensing Images
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2025-01-01
err0
PREAI
errHuang, Wei; Shi, Yilei; Xiong, Zhitong; Zhu, Xiao Xiang
err分享
err收藏
EarthNets: Empowering artificial intelligence for Earth observation
errIEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE
IF16.4
err2025-01-01
err0
PREAI
errXiong, Zhitong; Zhang, Fahong; Wang, Yi; Shi, Yilei; Zhu, Xiao Xiang
err分享
err收藏
CromSS: Cross-Modal Pretraining With Noisy Labels for Remote Sensing Image Segmentation
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2025-01-01
err0
errOAAI
errLiu, Chenying; Albrecht, Conrad M.; Wang, Yi; Zhu, Xiao Xiang
err分享
err收藏
Opening the Black Box: A systematic review on explainable artificial intelligence in remote sensing打开黑匣子: 遥感可解释人工智能的系统综述
errIEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE
IF16.4
err2024-12-01
err0
PREAI
errHoehl, Adrian; Obadic, Ivica; Fernandez-Torres, Miguel-Angel; Najjar, Hiba; Oliveira, Dario Augusto Borges; Akata, Zeynep; Dengel, Andreas; Zhu, Xiao Xiang
err分享
err收藏

研究方向

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合作学者
合作期刊
M
Markus Reichstein
H 指数: 133 · 论文数: 991
J
Jocelyn Chanussot
H 指数: 105 · 论文数: 894
H
Harald Schmidt
H 指数: 102 · 论文数: 773
G
Gustau Camps‐Valls
H 指数: 89 · 论文数: 729
P
Pedram Ghamisi
H 指数: 76 · 论文数: 425
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