CDCEO@IJCAI

Keyphrases

Publications

2022

Pedram Ghamisi, Omid Ghorbanzadeh, Yonghao Xu, Pedro Herruzo, David P. Kreil, Michael Kopp, Sepp Hochreiter
The Landslide4Sense Competition 2022. CDCEO@IJCAI (2022)
Fahong Zhang, Yilei Shi, Qingsong Xu, Zhitong Xiong, Wei Yao, Xiao Xiang Zhu
On the Generalization of the Semantic Segmentation Model for Landslide Detection. CDCEO@IJCAI (2022)
Yifan Wang, Shuguo Jiang, Meng Xu, Shuyu Zhang, Sen Jia
A Center-Masked Convolutional Transformer for Hyperspectral Image Classification. CDCEO@IJCAI (2022)
Bryan Zhu, Nicholas Lui, Jeremy Irvin, Jimmy Le, Sahil Tadwalkar, Chenghao Wang, Zutao Ouyang, Frankie Y. Liu, Andrew Y. Ng, Robert B. Jackson
METER-ML: A Multi-Sensor Earth Observation Benchmark for Automated Methane Source Mapping. CDCEO@IJCAI (2022)
Yonghao Xu, Weikang Yu, Pedram Ghamisi
Task-Guided Denoising Network for Adversarial Defense of Remote Sensing Scene Classification. CDCEO@IJCAI (2022)
Bruno Adriano, Naoto Yokoya, Satoru Oishi
Predicting Flood Inundation Depth Based-on Machine Learning and Numerical Simulation. CDCEO@IJCAI (2022)
Hengwei Zhao, Junjue Wang, Yang Pan, Ailong Ma, Xinyu Wang, Yanfei Zhong
Progressive Label Refinement-Based Distribution Adaptation Framework for Landslide Detection. CDCEO@IJCAI (2022)
Laura Elena Cué La Rosa, Dário Augusto Borges Oliveira, Samuel T. Thiele, Pedram Ghamisi, Richard Gloaguen
Weak-Supervision Based on Label Proportions for Earth Observation Applications from Optical and Hyperspectral Imagery. CDCEO@IJCAI (2022)
Hejar Shahabi, Omid Ghorbanzadeh
Model-Centric vs Data-Centric Deep Learning Approaches for Landslide Detection. CDCEO@IJCAI (2022)
Dong Zhao, Qi Zang, Zining Wang, Dou Quan, Shuang Wang
SwinLS: Adapting Swin Transformer to Landslide Detection. CDCEO@IJCAI (2022)
Lin Bai, Weile Li, Qiang Xu, Weihang Peng, Kai Chen, Zhenzhen Duan, Huiyan Lu
Multispectral U-Net: A Semantic Segmentation Model Using Multispectral Bands Fusion Mechanism for Landslide Detection. CDCEO@IJCAI (2022)
Shizhen Chang, Michael Kopp, Pedram Ghamisi
A Deep Feature Retrieved Network for Bitemporal Remote Sensing Image Change Detection. CDCEO@IJCAI (2022)
Valentin Barrière, Martin Claverie
Multimodal Crop Type Classification Fusing Multi-Spectral Satellite Time Series with Farmers Crop Rotations and Local Crop Distribution. CDCEO@IJCAI (2022)
Agatha C. H. de Mattos, Michela Bertolotto, Gavin McArdle
Mapping Slums with Deep Learning Feature Extraction. CDCEO@IJCAI (2022)
Li Mi, Siran Li, Christel Chappuis, Devis Tuia
Knowledge-Aware Cross-Modal Text-Image Retrieval for Remote Sensing Images. CDCEO@IJCAI (2022)
Peter Pavlík, Viera Rozinajová, Anna Bou Ezzeddine
Radar-Based Volumetric Precipitation Nowcasting: A 3D Convolutional Neural Network with U-Net Architecture. CDCEO@IJCAI (2022)
Jian Song, Bruno Adriano, Naoto Yokoya
"Disaster Detection from SAR Images with Different Off-Nadir Angles Using Unsupervised Image Translation. CDCEO@IJCAI (2022)

volume 3207, 2022

Proceedings of the Second Workshop on Complex Data Challenges in Earth Observation (CDCEO 2022) co-located with 31st International Joint Conference on Artificial Intelligence and the 25th European Conference on Artificial Intelligence (IJCAI-ECAI 2022), Vienna, Austria, July 25th, 2022. CDCEO@IJCAI 3207 (2022)