Title
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
The Change You Want To Detect: Semantic Change Detection In Earth Observation With Hybrid Data Generation Benidir Yanis Gonthier Nicolas Mallet Clement 47 1 0 19 Mar 2025
AnomalyCD: A benchmark for Earth anomaly change detection with high-resolution and time-series observations Jingtao Li Qian Zhu Xinyu Wang Hengwei Zhao Yanfei Zhong AI4TS 18 0 0 09 Sep 2024
S4: Self-Supervised Sensing Across the Spectrum Jay Shenoy Xinjian Davis Zhang Shlok Mehrotra Bill Tao Rem Yang Han Zhao Deepak Vasisht AI4TS 27 2 0 02 May 2024
Evaluating the Efficacy of Cut-and-Paste Data Augmentation in Semantic Segmentation for Satellite Imagery I. M. Motoi Leonardo Saraceni Daniele Nardi Thomas Alessandro Ciarfuglia 31 1 0 08 Apr 2024
Transformer-based Multimodal Change Detection with Multitask Consistency Constraints Biyuan Liu Huaixin Chen Kun Li Michael Ying Yang 33 14 0 13 Oct 2023
Continuous Cross-resolution Remote Sensing Image Change Detection Hao Chen Haotian Zhang Keyan Chen Chenyao Zhou Songhang Chen Zhengxia Zou Z. Shi 32 22 0 24 May 2023
MapFormer: Boosting Change Detection by Using Pre-change Information Maximilian Bernhard Niklas Strauß Matthias Schubert 40 6 0 31 Mar 2023
Changer: Feature Interaction is What You Need for Change Detection Sheng Fang Kaiyu Li Zhe Li 43 169 0 17 Sep 2022
Inferring 3D change detection from bitemporal optical images V. Marsocci V. Coletta R. Ravanelli Simone Scardapane M. Crespi 3DPC 30 19 0 31 May 2022
Continual Barlow Twins: continual self-supervised learning for remote sensing semantic segmentation V. Marsocci Simone Scardapane CLL 36 25 0 23 May 2022
Spatial Context Awareness for Unsupervised Change Detection in Optical Satellite Images L. Kondmann Aysim Toker Sudipan Saha Bernhard Schölkopf Laura Leal-Taixé Xiaoxiang Zhu 26 14 0 05 Oct 2021
Panoptic Segmentation of Satellite Image Time Series with Convolutional Temporal Attention Networks Vivien Sainte Fare Garnot Loic Landrieu AI4TS 71 151 0 16 Jul 2021
EarthNet2021: A large-scale dataset and challenge for Earth surface forecasting as a guided video prediction task C. Requena-Mesa V. Benson Markus Reichstein J. Runge Joachim Denzler 68 50 0 16 Apr 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 L. Zhang 187 388 0 24 Feb 2021
Deep High-Resolution Representation Learning for Visual Recognition Jingdong Wang Ke Sun Tianheng Cheng Borui Jiang Chaorui Deng ... Yadong Mu Mingkui Tan Xinggang Wang Wenyu Liu Bin Xiao 195 3,531 0 20 Aug 2019
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation Vijay Badrinarayanan Alex Kendall R. Cipolla SSeg 446 15,639 0 02 Nov 2015