Zhitong Xiong

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 63

Top Topics

Semantic Segmentation

Scene Recognition

Salient Object Detection

Top Venues

IEEE Trans. Geosci. Remote. Sens.

IEEE Trans. Image Process.

Publications

Fahong Zhang, Yilei Shi, Zhitong Xiong, Xiao Xiang Zhu
Few-Shot Object Detection in Remote Sensing: Lifting the Curse of Incompletely Annotated Novel Objects. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Yang Zhan, Zhitong Xiong, Yuan Yuan
SkyEyeGPT: Unifying Remote Sensing Vision-Language Tasks via Instruction Tuning with Large Language Model. CoRR (2024)
Shan Zhao, Zhitong Xiong, Xiao Xiang Zhu
Efficient Subseasonal Weather Forecast using Teleconnection-informed Transformers. CoRR (2024)
Shan Zhao, Ioannis Prapas, Ilektra Karasante, Zhitong Xiong, Ioannis Papoutsis, Gustau Camps-Valls, Xiao Xiang Zhu
Causal Graph Neural Networks for Wildfire Danger Prediction. CoRR (2024)
Zhitong Xiong, Sining Chen, Yilei Shi, Xiaoxiang Zhu
Self-Supervised Pretraining With Monocular Height Estimation for Semantic Segmentation. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Zhitong Xiong, Yi Wang, Fahong Zhang, Adam J. Stewart, Joëlle Hanna, Damian Borth, Ioannis Papoutsis, Bertrand Le Saux, Gustau Camps-Valls, Xiao Xiang Zhu
Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities. CoRR (2024)
Xiao Xiang Zhu, Zhitong Xiong, Yi Wang, Adam J. Stewart, Konrad Heidler, Yuanyuan Wang, Zhenghang Yuan, Thomas Dujardin, Qingsong Xu, Yilei Shi
On the Foundations of Earth and Climate Foundation Models. CoRR (2024)
Jie Zhao, Zhitong Xiong, Xiao Xiang Zhu
UrbanSARFloods: Sentinel-1 SLC-Based Benchmark Dataset for Urban and Open-Area Flood Mapping. CoRR (2024)
Zhitong Xiong, Yi Wang, Fahong Zhang, Xiao Xiang Zhu
One for All: Toward Unified Foundation Models for Earth Vision. CoRR (2024)
Zhenghang Yuan, Zhitong Xiong, Lichao Mou, Xiao Xiang Zhu
ChatEarthNet: A Global-Scale, High-Quality Image-Text Dataset for Remote Sensing. CoRR (2024)
Yang Zhan, Yuan Yuan, Zhitong Xiong
Mono3DVG: 3D Visual Grounding in Monocular Images. AAAI (2024)
Fahong Zhang, Yilei Shi, Zhitong Xiong, Xiao Xiang Zhu
Few-shot Object Detection in Remote Sensing: Lifting the Curse of Incompletely Annotated Novel Objects. CoRR (2023)
Yanfeng Liu, Zhitong Xiong, Yuan Yuan, Qi Wang
Transcending Pixels: Boosting Saliency Detection via Scene Understanding From Aerial Imagery. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Zhitong Xiong, Yanfeng Liu, Qi Wang, Xiao Xiang Zhu
RSSOD-Bench: A large-scale benchmark dataset for Salient Object Detection in Optical Remote Sensing Imagery. CoRR (2023)
Sining Chen, Yilei Shi, Zhitong Xiong, Xiao Xiang Zhu
HTC-DC Net: Monocular Height Estimation From Single Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Yanfeng Liu, Zhitong Xiong, Yuan Yuan, Qi Wang
Distilling Knowledge From Super-Resolution for Efficient Remote Sensing Salient Object Detection. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Zhaiyu Chen, Yilei Shi, Liangliang Nan, Zhitong Xiong, Xiao Xiang Zhu
PolyGNN: Polyhedron-based Graph Neural Network for 3D Building Reconstruction from Point Clouds. CoRR (2023)
Yuan Yuan, Yang Zhan, Zhitong Xiong
Parameter-Efficient Transfer Learning for Remote Sensing Image-Text Retrieval. CoRR (2023)
Shan Zhao, Sudipan Saha, Zhitong Xiong, Niklas Boers, Xiao Xiang Zhu
Exploring Geometric Deep Learning For Precipitation Nowcasting. CoRR (2023)
Yuan Yuan, Yang Zhan, Zhitong Xiong
Parameter-Efficient Transfer Learning for Remote Sensing Image-Text Retrieval. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Yi Wang, Conrad M. Albrecht, Nassim Ait Ali Braham, Chenying Liu, Zhitong Xiong, Xiao Xiang Zhu
DeCUR: decoupling common & unique representations for multimodal self-supervision. CoRR (2023)
Yang Zhan, Zhitong Xiong, Yuan Yuan
RSVG: Exploring Data and Models for Visual Grounding on Remote Sensing Data. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Wei Huang, Yilei Shi, Zhitong Xiong, Xiao Xiang Zhu
AdaptMatch: Adaptive Matching for Semisupervised Binary Segmentation of Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Fahong Zhang, Yilei Shi, Zhitong Xiong, Xiao Xiang Zhu
Pseudo Features Guided Self-training for Domain Adaptive Semantic Segmentation of Aerial Images. JURSE (2023)
Zhitong Xiong, Sining Chen, Yi Wang, Lichao Mou, Xiao Xiang Zhu
GAMUS: A Geometry-aware Multi-modal Semantic Segmentation Benchmark for Remote Sensing Data. CoRR (2023)
Qian Song, Conrad M. Albrecht, Zhitong Xiong, Xiao Xiang Zhu
Biomass Estimation and Uncertainty Quantification From Tree Height. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Xiangyu Zhao, Jingliang Hu, Lichao Mou, Zhitong Xiong, Xiao Xiang Zhu
Cross-city Landuse classification of remote sensing images via deep transfer learning. Int. J. Appl. Earth Obs. Geoinformation 122 (2023)
Zhaiyu Chen, Yilei Shi, Zhitong Xiong, Xiao Xiang Zhu
Polyhedron-Based Graph Neural Network for Compact Building Model Reconstruction. IGARSS (2023)
Zhitong Xiong, Yanfeng Liu, Qi Wang, Xiao Xiang Zhu
RSSOD-Bench: a Large-Scale Benchmark Dataset for Salient Object Detection in Optical Remote Sensing Imagery. IGARSS (2023)
Sining Chen, Yilei Shi, Zhitong Xiong, Xiao Xiang Zhu
HTC-DC Net: Monocular Height Estimation from Single Remote Sensing Images. CoRR (2023)
Yang Zhan, Yuan Yuan, Zhitong Xiong
Mono3DVG: 3D Visual Grounding in Monocular Images. CoRR (2023)
Sining Chen, Yilei Shi, Zhitong Xiong, Xiao Xiang Zhu
Adaptive Bins for Monocular Height Estimation from Single Remote Sensing Images. IGARSS (2023)
Fahong Zhang, Yilei Shi, Zhitong Xiong, Wei Huang, Xiao Xiang Zhu
Pseudo Features-Guided Self-Training for Domain Adaptive Semantic Segmentation of Satellite Images. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Shan Zhao, Sudipan Saha, Zhitong Xiong, Niklas Boers, Xiao Xiang Zhu
Exploring Geometric Deep Learning for Precipitation Nowcasting. IGARSS (2023)
Zhitong Xiong, Wei Huang, Jingtao Hu, Xiao Xiang Zhu
THE Benchmark: Transferable Representation Learning for Monocular Height Estimation. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Zhitong Xiong, Xiao Xiang Zhu
Knowledge Transfer for Label-Efficient Monocular Height Estimation. IGARSS (2022)
Zhitong Xiong, Haopeng Li, Xiao Xiang Zhu
Doubly Deformable Aggregation of Covariance Matrices for Few-shot Segmentation. CoRR (2022)
Yang Zhan, Zhitong Xiong, Yuan Yuan
RSVG: Exploring Data and Models for Visual Grounding on Remote Sensing Data. CoRR (2022)
Qi Wang, Wei Huang, Zhitong Xiong, Xuelong Li
Looking Closer at the Scene: Multiscale Representation Learning for Remote Sensing Image Scene Classification. IEEE Trans. Neural Networks Learn. Syst. 33 (4) (2022)
Qi Wang, Nianhui Guo, Zhitong Xiong, Zeping Yin, Xuelong Li
Gradient Matters: Designing Binarized Neural Networks via Enhanced Information-Flow. IEEE Trans. Pattern Anal. Mach. Intell. 44 (11) (2022)
Zhitong Xiong, Sining Chen, Yilei Shi, Xiao Xiang Zhu
Disentangled Latent Transformer for Interpretable Monocular Height Estimation. CoRR (2022)
Chuang Yang, Mulin Chen, Zhitong Xiong, Yuan Yuan, Qi Wang
CM-Net: Concentric Mask Based Arbitrary-Shaped Text Detection. IEEE Trans. Image Process. 31 (2022)
Zhitong Xiong, Fahong Zhang, Yi Wang, Yilei Shi, Xiao Xiang Zhu
EarthNets: Empowering AI in Earth Observation. CoRR (2022)
Zhitong Xiong, Haopeng Li, Xiao Xiang Zhu
Doubly Deformable Aggregation of Covariance Matrices for Few-Shot Segmentation. ECCV (20) (2022)
Zhenghang Yuan, Lichao Mou, Zhitong Xiong, Xiao Xiang Zhu
Change Detection Meets Visual Question Answering. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Qi Wang, Yanfeng Liu, Zhitong Xiong, Yuan Yuan
Hybrid Feature Aligned Network for Salient Object Detection in Optical Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Fahong Zhang, Yilei Shi, Qingsong Xu, Zhitong Xiong, Wei Yao, Xiao Xiang Zhu
On the Generalization of the Semantic Segmentation Model for Landslide Detection. CDCEO@IJCAI (2022)
Yi Wang, Nassim Ait Ali Braham, Zhitong Xiong, Chenying Liu, Conrad M. Albrecht, Xiao Xiang Zhu
SSL4EO-S12: A Large-Scale Multi-Modal, Multi-Temporal Dataset for Self-Supervised Learning in Earth Observation. CoRR (2022)
Qian Song, Conrad M. Albrecht, Zhitong Xiong, Xiao Xiang Zhu
Towards Global Forest Biomass Estimators from Tree Height Data. IGARSS (2022)
Zhenghang Yuan, Lichao Mou, Zhitong Xiong, Xiaoxiang Zhu
Change Detection Meets Visual Question Answering. CoRR (2021)
Zhitong Xiong, Yuan Yuan, Qi Wang
ASK: Adaptively Selecting Key Local Features for RGB-D Scene Recognition. IEEE Trans. Image Process. 30 (2021)
Zhitong Xiong, Wei Huang, Jingtao Hu, Yilei Shi, Qi Wang, Xiao Xiang Zhu
THE Benchmark: Transferable Representation Learning for Monocular Height Estimation. CoRR (2021)
Zhitong Xiong, Yuan Yuan, Qi Wang
ASK: Adaptively Selecting Key Local Features for RGB-D Scene Recognition. CoRR (2021)
Zhitong Xiong, Yuan Yuan, Qi Wang
MSN: Modality separation networks for RGB-D scene recognition. Neurocomputing 373 (2020)
Chuang Yang, Zhitong Xiong, Mulin Chen, Qi Wang, Xuelong Li
BOTD: Bold Outline Text Detector. CoRR (2020)
Zhitong Xiong, Yuan Yuan, Nianhui Guo, Qi Wang
Variational Context-Deformable ConvNets for Indoor Scene Parsing. CVPR (2020)
Wei Huang, Zhitong Xiong, Qi Wang, Xuelong Li
KALM: Key Area Localization Mechanism for Abnormality Detection in Musculoskeletal Radiographs. ICASSP (2020)
Yuan Yuan, Zhitong Xiong, Qi Wang
ACM: Adaptive Cross-Modal Graph Convolutional Neural Networks for RGB-D Scene Recognition. AAAI (2019)
Zhitong Xiong, Yuan Yuan, Qi Wang
RGB-D Scene Recognition via Spatial-Related Multi-Modal Feature Learning. IEEE Access 7 (2019)
Yuan Yuan, Zhitong Xiong, Qi Wang
VSSA-NET: Vertical Spatial Sequence Attention Network for Traffic Sign Detection. CoRR (2019)
Yuan Yuan, Zhitong Xiong, Qi Wang
VSSA-NET: Vertical Spatial Sequence Attention Network for Traffic Sign Detection. IEEE Trans. Image Process. 28 (7) (2019)
Zhitong Xiong, Yuan Yuan, Qi Wang
AI-NET: Attention Inception Neural Networks for Hyperspectral Image Classification. IGARSS (2018)
Yuan Yuan, Zhitong Xiong, Qi Wang
An Incremental Framework for Video-Based Traffic Sign Detection, Tracking, and Recognition. IEEE Trans. Intell. Transp. Syst. 18 (7) (2017)