💻 Selected Research Papers
My full paper list is shown at my personal homepage.
🎙 Large Vision Language Models
ISPRS JPRS 2025Multimodal Mathematical Reasoning Embedded in Aerial Vehicle Imagery: Benchmarking, Analysis, and Exploration, Yue Zhou, Litong Feng, Mengcheng Lan, et al.TGRS 2025AirSpatialBot: A Spatially-Aware Aerial Agent for Fine-Grained Vehicle Attribute Recognization and Retrieval, Yue Zhou, Ran Ding, et al.IGARSS 2025AirAgent: An assistant for zero-shot fine-grained target attribute recognition in aerial imagery, Ran Ding, Yue Zhou, et al.ICLR 2025Text4Seg: Reimagining Image Segmentation as Text Generation, Mengcheng Lan, Chaofeng Chen, Yue Zhou, et al.arXiv 2024GeoGround: A Unified Large Vision-Language Model for Remote Sensing Visual Grounding, Yue Zhou, Mengcheng Lan, Xiang Li, Litong Feng, Yiping Ke, Xue Jiang, Qingyun Li, Xue Yang, Wayne Zhang.arXiv 2024Towards Vision-Language Geo-Foundation Model: A Survey, Yue Zhou, Litong Feng, et al.
📚 Adversarial attack
TGRS 2024DGA: Direction-Guided Attack Against Optical Aerial Detection in Camera Shooting Direction-Agnostic Scenarios, Yue Zhou, Shuqi Sun, et al.RS 2023CamoNet: A Target Camouflage Network for Remote Sensing Images Based on Adversarial Attack, Yue Zhou, Wanghan Jiang, et al.IGARSS 2023Adversarial Example Generation Method for Object Detection in Remote Sensing Images, Wanghan Jiang, Yue Zhou, et al.
⚽️ Rotated Object Detection
ACM MM 2022MMRotate: A rotated object detection benchmark using pytorch, Yue Zhou, Xue Yang, et al.ICASSP 2024AlphaRotate: A Rotation Detection Benchmark using TensorFlow, Xue Yang, Yue Zhou, et al.NeurIPS 2023H2rbox-v2: Boosting hbox-supervised oriented object detection via symmetric learning, Yi Yu, Xue Yang, Qingyun Li, Yue Zhou, et al. ProjectICLR 2023The KFIoU loss for rotated object detection, Xue Yang, Yue Zhou, et al. ProjectICLR 2023H2RBox: Horizonal box annotation is all you need for oriented object detection, Xue Yang, Gefan Zhang, Wentong Li, Xuehui Wang, Yue Zhou, et al. ProjectJSTARS 2023A semi-supervised arbitrary-oriented SAR ship detection network based on interference consistency learning and pseudo label calibration, Yue Zhou, Xue Jiang, et al.TPAMI 2022Detecting rotated objects as gaussian distributions and its 3-d generalization, Xue Yang, Gefan Zhang, Xiaojiang Yang, Yue Zhou, et al.arXiv 2022Rtmdet: An empirical study of designing real-time object detectors, Chengqi Lyu, Wenwei Zhang, Haian Huang, Yue Zhou, et al. ProjectJSTARS 2022PVT-SAR: An arbitrarily oriented SAR ship detector with pyramid vision transformer, Yue Zhou, Xue Jiang, et al.IGARSS 2022Benchmark for Arbitrary-Oriented SAR Ship Detection, Yue Zhou, Xue Jiang, et al.IGARSS 2021Arbitrary-oriented SAR ship detection via frequency learning, Yue Zhou, Xue Jiang, et al.CVPR 2020Dense label encoding for boundary discontinuity free rotation detection, Xue Yang, Liping Hou, Yue Zhou, et al.
🚢 SAR Automatic Target Recognition
TIM 2025Integrating Local and Global Features via CNN and Mamba for Semi-Supervised Change Detection, Ze Zhang, Yue Zhou, et al.TGRS 2023Robust land cover classification with multimodal knowledge distillation, Guozheng Xu, Xue Jiang, Yue Zhou, et al.GRSL 2023GRD: An ultra-lightweight SAR ship detector based on global relationship distillation, Yue Zhou, Xue Jiang, et al.RS 2021SAR ship detection dataset (SSDD): Official release and comprehensive data analysis, Tianwen Zhang, Xiaoling Zhang, Jianwei Li, Xiaowo Xu, Baoyou Wang, Xu Zhan, Yanqin Xu, Xiao Ke, Tianjiao Zeng, Hao Su, Israr Ahmad, Dece Pan, Chang Liu, Yue Zhou, et al.GARSS 2020SAR Target Classification with Limited Data via Data Driven Active Learning, Yue Zhou, Xue Jiang, et al.RS 2020LS-SSDD-v1. 0: A deep learning dataset dedicated to small ship detection from large-scale Sentinel-1 SAR images, Tianwen Zhang, Xiaoling Zhang, Xiao Ke, Xu Zhan, Jun Shi, Shunjun Wei, Dece Pan, Jianwei Li, Hao Su, Yue Zhou, et al.GARSS 2020Convolutional neural network-based dictionary learning for SAR target recognition, L Tao, Yue Zhou, et al.
