Cross-City Matters: A Multimodal Remote Sensing Benchmark Dataset for Cross-City Semantic Segmentation using High-Resolution Domain Adaptation Networks

26 September 2023

Bing Zhang

Yuxuan Li

Martin Werner

Papers citing "Cross-City Matters: A Multimodal Remote Sensing Benchmark Dataset for Cross-City Semantic Segmentation using High-Resolution Domain Adaptation Networks"

37 / 37 papers shown

Title
Joint Super-Resolution and Segmentation for 1-m Impervious Surface Area Mapping in China's Yangtze River Economic Belt Jie Deng Danfeng Hong Chenyu Li Naoto Yokoya 38 0 0 08 May 2025
Prototype-Based Information Compensation Network for Multi-Source Remote Sensing Data Classification Feng Gao Sheng Liu Chuanzheng Gong Xiaowei Zhou Jiayi Wang Junyu Dong Q. Du 26 0 0 06 May 2025
A Sensor Agnostic Domain Generalization Framework for Leveraging Geospatial Foundation Models: Enhancing Semantic Segmentation viaSynergistic Pseudo-Labeling and Generative Learning Anan Yaghmour Melba M. Crawford Saurabh Prasad 24 0 0 02 May 2025
A Diff-Attention Aware State Space Fusion Model for Remote Sensing Classification Wenping Ma Boyou Xue Mengru Ma Chuang Chen Hekai Zhang Hao Zhu 22 0 0 23 Apr 2025
UrbanSAM: Learning Invariance-Inspired Adapters for Segment Anything Models in Urban Construction Chenyu Li Danfeng Hong Bing Zhang Yuxuan Li Gustau Camps-Valls X. Zhu J. Chanussot 58 1 0 24 Feb 2025
AI-Driven HSI: Multimodality, Fusion, Challenges, and the Deep Learning Revolution David S. Bhatti Yougin Choi Rahman S M Wahidur Maleeka Bakhtawar Sumin Kim Surin Lee Yongtae Lee Heung-No Lee 68 1 0 09 Feb 2025
Semi-supervised Semantic Segmentation for Remote Sensing Images via Multi-scale Uncertainty Consistency and Cross-Teacher-Student Attention Shanwen Wang Changrui Chen Xin Sun Danfeng Hong Jungong Han 29 0 0 18 Jan 2025
RemoteDet-Mamba: A Hybrid Mamba-CNN Network for Multi-modal Object Detection in Remote Sensing Images Kejun Ren Xin Wu Lianming Xu Li Wang Mamba 36 1 0 17 Oct 2024
Open-Vocabulary Remote Sensing Image Semantic Segmentation Qinglong Cao Yuntian Chen Chao Ma Xiaokang Yang 25 3 0 12 Sep 2024
A Survey on Evaluation of Multimodal Large Language Models Jiaxing Huang Jingyi Zhang LM&MA ELM LRM 46 20 0 28 Aug 2024
SpectralEarth: Training Hyperspectral Foundation Models at Scale Nassim Ait Ali Braham C. Albrecht Julien Mairal J. Chanussot Yi Wang X. Zhu 36 10 0 15 Aug 2024
Cross-View Geolocalization and Disaster Mapping with Street-View and VHR Satellite Imagery: A Case Study of Hurricane IAN Hao Li Fabian Deuser Wenping Yina Xuanshu Luo Paul Walther Gengchen Mai Wei Huang Martin Werner 30 4 0 13 Aug 2024
Content-driven Magnitude-Derivative Spectrum Complementary Learning for Hyperspectral Image Classification Huiyan Bai Tingfa Xu Huan Chen Peifu Liu Jianan Li 29 4 0 26 Jul 2024
SynRS3D: A Synthetic Dataset for Global 3D Semantic Understanding from Monocular Remote Sensing Imagery Jian Song Hongruixuan Chen Weihao Xuan Junshi Xia Naoto Yokoya 29 4 0 26 Jun 2024
How to Learn More? Exploring Kolmogorov-Arnold Networks for Hyperspectral Image Classification Ali Jamali S. K. Roy Danfeng Hong Bing Lu Pedram Ghamisi 35 24 0 22 Jun 2024
Global High Categorical Resolution Land Cover Mapping via Weak Supervision Xin-Yi Tong Runmin Dong Xiao Xiang Zhu 34 1 0 02 Jun 2024
Multimodal Collaboration Networks for Geospatial Vehicle Detection in Dense, Occluded, and Large-Scale Events Xin Wu Zhanchao Huang Li Wang Jocelyn Chanussot Jiaojiao Tian 20 5 0 14 May 2024
Transformers Fusion across Disjoint Samples for Hyperspectral Image Classification Muhammad Ahmad Manuel Mazzara Salvatore Distifano 27 5 0 02 May 2024
A Comprehensive Survey for Hyperspectral Image Classification: The Evolution from Conventional to Transformers Muhammad Ahmad Salvatore Distifano Adil Mehmood Khan Manuel Mazzara Chenyu Li Jing Yao Hao Li Jagannath Aryal G. Vivone Danfeng Hong 38 1 0 23 Apr 2024
Importance of Disjoint Sampling in Conventional and Transformer Models for Hyperspectral Image Classification Muhammad Ahmad Manuel Mazzara Salvatore Distifano 31 2 0 23 Apr 2024
LMFNet: An Efficient Multimodal Fusion Approach for Semantic Segmentation in High-Resolution Remote Sensing Tong Wang Guanzhou Chen Xiaodong Zhang Chenxi Liu Xiaoliang Tan Jiaqi Wang Chanjuan He Wenlin Zhou 27 0 0 21 Apr 2024
SpectralMamba: Efficient Mamba for Hyperspectral Image Classification Jing Yao Danfeng Hong Chenyu Li J. Chanussot Mamba 37 43 0 12 Apr 2024
Non-negative Subspace Feature Representation for Few-shot Learning in Medical Imaging Keqiang Fan Xiaohao Cai M. Niranjan 23 0 0 03 Apr 2024
Siamese Meets Diffusion Network: SMDNet for Enhanced Change Detection in High-Resolution RS Imagery Jia Jia Geunho Lee Zhibo Wang Zhi Lyu Yuchu He DiffM 26 7 0 17 Jan 2024
PCB-Vision: A Multiscene RGB-Hyperspectral Benchmark Dataset of Printed Circuit Boards Elias Arbash Margret Fuchs Behnood Rasti S. Lorenz Pedram Ghamisi R. Gloaguen 19 5 0 12 Jan 2024
SAM-Assisted Remote Sensing Imagery Semantic Segmentation with Object and Boundary Constraints Xianping Ma Qianqian Wu Xingyu Zhao Xiaokang Zhang Man-On Pun Bo Huang 29 42 0 05 Dec 2023
HyperDID: Hyperspectral Intrinsic Image Decomposition with Deep Feature Embedding Z. Gong Xian Zhou Wen Yao Xiaohu Zheng Ping Zhong 19 6 0 25 Nov 2023
Submeter-level Land Cover Mapping of Japan Naoto Yokoya Junshi Xia Clifford Broni-Bediako 28 8 0 19 Nov 2023
A Spectral Diffusion Prior for Hyperspectral Image Super-Resolution Jianjun Liu Zebin Wu Liang Xiao 29 7 0 15 Nov 2023
SpectralGPT: Spectral Remote Sensing Foundation Model Danfeng Hong Bing Zhang Xuyang Li Yuxuan Li Chenyu Li ... Xiuping Jia Antonio J. Plaza Paolo Gamba J. Benediktsson J. Chanussot 30 383 0 13 Nov 2023
Bidirectional recurrent imputation and abundance estimation of LULC classes with MODIS multispectral time series and geo-topographic and climatic data José Rodríguez-Ortega Rohaifa Khaldi D. Alcaraz‐Segura S. Tabik 14 1 0 11 Oct 2023
SCA-PVNet: Self-and-Cross Attention Based Aggregation of Point Cloud and Multi-View for 3D Object Retrieval Dongyun Lin Yi Cheng Aiyuan Guo Shangbo Mao Yiqun Li 3DPC 22 8 0 20 Jul 2023
Reduction of Class Activation Uncertainty with Background Information H. M. D. Kabir 13 9 0 05 May 2023
Decoupled-and-Coupled Networks: Self-Supervised Hyperspectral Image Super-Resolution with Subpixel Fusion Danfeng Hong Jing Yao Deyu Meng Naoto Yokoya Jocelyn Chanussot SupR 16 131 0 07 May 2022
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 212 19,387 0 21 Nov 2016
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation Vijay Badrinarayanan Alex Kendall R. Cipolla SSeg 435 15,595 0 02 Nov 2015
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 247 9,109 0 06 Jun 2015