Title
Vision-Language Modeling Meets Remote Sensing: Models, Datasets and Perspectives Xingxing Weng Chao Pang Gui-Song Xia VLM 29 0 0 20 May 2025
Towards Efficient Benchmarking of Foundation Models in Remote Sensing: A Capabilities Encoding Approach Pierre Adorni M. Pham Stéphane May Sébastien Lefèvre 51 0 0 06 May 2025
Assessing Foundation Models for Sea Ice Type Segmentation in Sentinel-1 SAR Imagery Samira Alkaee Taleghan Morteza Karimzadeh A. Barrett Walter N. Meier F. Banaei-Kashani 66 0 0 28 Mar 2025
Transport-Related Surface Detection with Machine Learning: Analyzing Temporal Trends in Madrid and Vienna Miguel Ureña Pliego Rubén Martínez Marín Nianfang Shi Takeru Shibayama Ulrich Leth Miguel Marchamalo Sacristán 63 0 0 19 Mar 2025
Advancements in Visual Language Models for Remote Sensing: Datasets, Capabilities, and Enhancement Techniques Lijie Tao Han Zhang Haizhao Jing Yu Liu Kelu Yao Guoting Wei Xizhe Xue 44 0 0 03 Jan 2025
RS-vHeat: Heat Conduction Guided Efficient Remote Sensing Foundation Model Huiyang Hu Peijin Wang Hanbo Bi Boyuan Tong Zehua Wang ... Ziqi Zhang QiXiang Ye Kun Fu Xian Sun Xian Sun 108 0 0 27 Nov 2024
Heuristical Comparison of Vision Transformers Against Convolutional Neural Networks for Semantic Segmentation on Remote Sensing Imagery Ashim Dahal Saydul Akbar Murad Nick Rahimi ViT 39 1 0 14 Nov 2024
Fine-tuning of Geospatial Foundation Models for Aboveground Biomass Estimation Michal Muszynski Levente Klein Ademir Ferreira da Silva Anjani Prasad Atluri Carlos Gomes ... Shraddha Singh Steve Meliksetian Campbell Watson Daiki Kimura Harini Srinivasan 43 3 0 28 Jun 2024
HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model Di Wang Meiqi Hu Yao Jin Yuchun Miao Jiaqi Yang ... Lefei Zhang Chen Wu Bo Du Dacheng Tao Liangpei Zhang 69 27 0 17 Jun 2024
Spatial-frequency Dual-Domain Feature Fusion Network for Low-Light Remote Sensing Image Enhancement Zishu Yao Guodong Fan Jinfu Fan Senior Member Ieee Min Gan F. I. C. L. Philip Chen 45 14 0 26 Apr 2024
SatSynth: Augmenting Image-Mask Pairs through Diffusion Models for Aerial Semantic Segmentation Aysim Toker Marvin Eisenberger Daniel Cremers Laura Leal-Taixé DiffM 34 23 0 25 Mar 2024
SkySense: A Multi-Modal Remote Sensing Foundation Model Towards Universal Interpretation for Earth Observation Imagery Xin Guo Jiangwei Lao Bo Dang Yingying Zhang Lei Yu ... Jian Wang Jingdong Chen Ming Yang Yongjun Zhang Yansheng Li 41 119 0 15 Dec 2023
Two-Step Active Learning for Instance Segmentation with Uncertainty and Diversity Sampling Ke Yu Yuanmin Tang Giulia DeSalvo Suraj Kothawade Abdullah Rashwan S. Tavakkol Kayhan Batmanghelich Xiaoqi Yin ISeg 32 0 0 28 Sep 2023
MosaicFusion: Diffusion Models as Data Augmenters for Large Vocabulary Instance Segmentation Jiahao Xie Wei Li Xiangtai Li Ziwei Liu Yew-Soon Ong Chen Change Loy DiffM VLM 72 35 0 22 Sep 2023
DCP-Net: A Distributed Collaborative Perception Network for Remote Sensing Semantic Segmentation Zhechao Wang Peirui Cheng Shujing Duan Kaiqiang Chen Zhirui Wang Xinming Li Xian Sun 43 3 0 05 Sep 2023
MVA2023 Small Object Detection Challenge for Spotting Birds: Dataset, Methods, and Results Yuki Kondo Norimichi Ukita Takayuki Yamaguchi Haoran Hou Mu-Yi Shen ... Ichiro Ide Yosuke Shinya Xinyao Liu Guang Liang S. Yasui 33 13 0 18 Jul 2023
SegGPT: Segmenting Everything In Context Xinlong Wang Xiaosong Zhang Yue Cao Wen Wang Chunhua Shen Tiejun Huang VOS MLLM VLM 44 199 0 06 Apr 2023
CAFS: Class Adaptive Framework for Semi-Supervised Semantic Segmentation Jingi Ju Hyeoncheol Noh Yooseung Wang Min-seok Seo Dong-Geol Choi 42 4 0 21 Mar 2023
ViM: Vision Middleware for Unified Downstream Transferring Yutong Feng Biao Gong Jianwen Jiang Yiliang Lv Yujun Shen Deli Zhao Jingren Zhou 37 1 0 13 Mar 2023
GAN-Based Object Removal in High-Resolution Satellite Images Hadi Mansourifar S. Simske GAN 24 3 0 24 Jan 2023
AsyInst: Asymmetric Affinity with DepthGrad and Color for Box-Supervised Instance Segmentation Si-Jia Yang Longlong Jing Junfei Xiao Hang Zhao Alan Yuille Yingwei Li ISeg 27 2 0 07 Dec 2022
Box2Mask: Box-supervised Instance Segmentation via Level-set Evolution Wentong Li Wenyu Liu Jianke Zhu Miaomiao Cui Risheng Yu Xia Hua Lei Zhang ISeg 35 31 0 03 Dec 2022
Object Detection in Aerial Imagery Dmitry Demidov Rushali Grandhe Salem AlMarri ObjD 6 0 0 15 Nov 2022
Centerpoints Are All You Need in Overhead Imagery James Mason Inder Mark Lowell A. J. Maltenfort 3DPC 39 2 0 04 Oct 2022
Transformers in Remote Sensing: A Survey Abdulaziz Amer Aleissaee Amandeep Kumar Rao Muhammad Anwer Salman Khan Hisham Cholakkal Guisong Xia Fahad Shahbaz Khan ViT 57 177 0 02 Sep 2022
Box-supervised Instance Segmentation with Level Set Evolution Wentong Li Wenyu Liu Jianke Zhu Miaomiao Cui Xia Hua Lei Zhang ISeg 29 60 0 19 Jul 2022
A benchmark dataset for deep learning-based airplane detection: HRPlanes Tolga Bakirman Elif Sertel 22 15 0 22 Apr 2022
Learning Local and Global Temporal Contexts for Video Semantic Segmentation Guolei Sun Yun Liu Henghui Ding Min Wu Luc Van Gool 35 32 0 07 Apr 2022
An Empirical Study of Remote Sensing Pretraining Di Wang Jing Zhang Bo Du Guisong Xia Dacheng Tao EDL 41 191 0 06 Apr 2022
How stable are Transferability Metrics evaluations? A. Agostinelli Michal Pándy J. Uijlings Thomas Mensink V. Ferrari 35 23 0 04 Apr 2022
Unsupervised Change Detection Based on Image Reconstruction Loss Hyeoncheol Noh Jingi Ju Min-seok Seo Jong-chan Park Dong-Geol Choi 33 36 0 04 Apr 2022
Deep Level Set for Box-supervised Instance Segmentation in Aerial Images Wentong Li Yijie Chen Wenyu Liu Jianke Zhu 27 2 0 07 Dec 2021
Transferability Metrics for Selecting Source Model Ensembles A. Agostinelli J. Uijlings Thomas Mensink V. Ferrari 15 23 0 25 Nov 2021
Transferability Estimation using Bhattacharyya Class Separability Michal Pándy A. Agostinelli J. Uijlings V. Ferrari Thomas Mensink 26 57 0 24 Nov 2021
Open-Vocabulary Instance Segmentation via Robust Cross-Modal Pseudo-Labeling Dat T. Huynh Jason Kuen Zhe Lin Jiuxiang Gu Ehsan Elhamifar ISeg VLM 35 84 0 24 Nov 2021
Panoptic Segmentation Meets Remote Sensing O. Carvalho Osmar Abílio de Carvalho Júnior Cristiano Rosa e Silva Anesmar Olino de Albuquerque N. C. Santana D. Borges R. Gomes R. Guimarães 25 32 0 23 Nov 2021
Learning to Aggregate Multi-Scale Context for Instance Segmentation in Remote Sensing Images Ye Liu Huifang Li Chao Hu Shuang Luo Yan Luo Changrui Chen ISeg 32 37 0 22 Nov 2021
LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic Segmentation Junjue Wang Zhuo Zheng A. Ma Xiaoyan Lu Yanfei Zhong 40 328 0 17 Oct 2021
Gaussian Bounding Boxes and Probabilistic Intersection-over-Union for Object Detection Jeffri Murrugarra-Llerena Luis Felipe de Araujo Zeni Lucas N. Kirsten C. R. Jung 33 33 0 10 Jun 2021
Factors of Influence for Transfer Learning across Diverse Appearance Domains and Task Types Thomas Mensink J. Uijlings Alina Kuznetsova Michael Gygli V. Ferrari VLM 45 81 0 24 Mar 2021
PointFlow: Flowing Semantics Through Points for Aerial Image Segmentation Xiangtai Li Hao He Xia Li Duo Li Guangliang Cheng Jianping Shi Lubin Weng Yunhai Tong Zhouchen Lin 3DPC 21 88 0 11 Mar 2021
Object Detection in Aerial Images: A Large-Scale Benchmark and Challenges Jian Ding Nan Xue Guisong Xia X. Bai Wen Yang ... Serge J. Belongie Jiebo Luo Mihai Datcu Marcello Pelillo Lefei Zhang 187 389 0 24 Feb 2021
Prior to Segment: Foreground Cues for Weakly Annotated Classes in Partially Supervised Instance Segmentation David Biertimpel Sindi Shkodrani A. S. Baslamisli N. Baka ISeg 26 1 0 23 Nov 2020
Foreground-Aware Relation Network for Geospatial Object Segmentation in High Spatial Resolution Remote Sensing Imagery Zhuo Zheng Yanfei Zhong Junjue Wang A. Ma 38 234 0 19 Nov 2020
Fast Single-shot Ship Instance Segmentation Based on Polar Template Mask in Remote Sensing Images Zhenhang Huang Shihao Sun Ruirui Li 23 9 0 28 Aug 2020
MOR-UAV: A Benchmark Dataset and Baselines for Moving Object Recognition in UAV Videos Murari Mandal L. Kumar Santosh Kumar Vipparthi 36 48 0 04 Aug 2020
RarePlanes: Synthetic Data Takes Flight Jacob Shermeyer T. Hossler A. V. Etten Daniel Hogan Ryan Lewis Daeil Kim 19 105 0 04 Jun 2020
LandCover.ai: Dataset for Automatic Mapping of Buildings, Woodlands, Water and Roads from Aerial Imagery Adrian Boguszewski D. Batorski Natalia Ziemba-Jankowska T. Dziedzic Anna Zambrzycka 25 87 0 05 May 2020
Agriculture-Vision: A Large Aerial Image Database for Agricultural Pattern Analysis M. Chiu Xingqian Xu Yunchao Wei Zilong Huang Alex Schwing ... David Wilson Adrian Tudor N. Hovakimyan Thomas S. Huang Humphrey Shi 40 152 0 05 Jan 2020