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Publications (16)

Decomposition-based Unsupervised Domain Adaptation for Remote Sensing Image Semantic Segmentation

Xianping Ma, Xiaokang Zhang, Xingchen Ding +2

SAM-Assisted Remote Sensing Imagery Semantic Segmentation with Object and Boundary Constraints

Xianping Ma, Qianqian Wu, Xingyu Zhao +3

A Unified Framework with Multimodal Fine-tuning for Remote Sensing Semantic Segmentation

Xianping Ma, Xiaokang Zhang, Man-On Pun +1

GCD-DDPM: A Generative Change Detection Model Based on Difference-Feature Guided DDPM

Yihan Wen, Xianping Ma, Xiaokang Zhang +1

MPerS: Dynamic MLLM MixExperts Perception-Guided Remote Sensing Scene Segmentation

Ziyi Wang, Xianping Ma, Ziyao Wang +2

EuroMineNet: A Multitemporal Sentinel-2 Benchmark for Spatiotemporal Mining Footprint Analysis in the European Union (2015-2024)

Weikang Yu, Vincent Nwazelibe, Xianping Ma +4

Kolmogorov-Arnold Network for Remote Sensing Image Semantic Segmentation

Xianping Ma, Ziyao Wang, Yin Hu +2

RS3Mamba: Visual State Space Model for Remote Sensing Images Semantic Segmentation

Xianping Ma, Xiaokang Zhang, Man-On Pun

Text-RSIR: A Text-Guided Framework for Efficient Remote Sensing Image Transmission and Reconstruction

Hao Yang, Xianping Ma, Peifeng Ma +1

Open-Vocabulary Semantic Segmentation Network Integrating Object-Level Label and Scene-Level Semantic Features for Multimodal Remote Sensing Images

Jinkun Dai, Yuanxin Ye, Peng Tang +4

Geo2Sound: A Scalable Geo-Aligned Framework for Soundscape Generation from Satellite Imagery

Kunlin Wu, Yanning Wang, Haofeng Tan +6

Interpretation-Oriented Cloud Removal via Observation-Anchored Residual Flow with Geo-Contextual Alignment

Ziyao Wang, Maonan Wang, Yucheng He +5

Auto-Prompting SAM for Weakly Supervised Landslide Extraction

Jian Wang, Xiaokang Zhang, Xianping Ma +2

Adaptive Semantic-Enhanced Denoising Diffusion Probabilistic Model for Remote Sensing Image Super-Resolution

Jialu Sui, Xianping Ma, Xiaokang Zhang +1

DF4LCZ: A SAM-Empowered Data Fusion Framework for Scene-Level Local Climate Zone Classification

Qianqian Wu, Xianping Ma, Jialu Sui +1

PPMamba: A Pyramid Pooling Local Auxiliary SSM-Based Model for Remote Sensing Image Semantic Segmentation

Yin Hu, Xianping Ma, Jialu Sui +1