Remote Sensing Image Scene Classification Meets Deep Learning:
Challenges, Methods, Benchmarks, and Opportunities

Remote Sensing Image Scene Classification Meets Deep Learning: Challenges, Methods, Benchmarks, and Opportunities

3 May 2020

Junwei Han

Lei Guo

Papers citing "Remote Sensing Image Scene Classification Meets Deep Learning: Challenges, Methods, Benchmarks, and Opportunities"

14 / 14 papers shown

Title
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 105 0 0 27 Nov 2024
A New Lightweight Hybrid Graph Convolutional Neural Network -- CNN Scheme for Scene Classification using Object Detection Inference Ayman Beghdadi Azeddine Beghdadi M. Ullah F. A. Cheikh Malik Mallem 34 1 0 19 Jul 2024
OpenForest: A data catalogue for machine learning in forest monitoring Arthur Ouaknine T. Kattenborn Etienne Laliberté David Rolnick 51 5 0 01 Nov 2023
Joint multi-modal Self-Supervised pre-training in Remote Sensing: Application to Methane Source Classification P. Berg M. Pham Nicolas Courty SSL 30 2 0 16 Jun 2023
Universal Domain Adaptation for Remote Sensing Image Scene Classification Qingsong Xu Yilei Shi X. Yuan Xiao Xiang Zhu VLM 28 30 0 26 Jan 2023
Quantum-inspired tensor network for Earth science Soronzonbold Otgonbaatar Dieter Kranzlmüller PINN AI4CE 31 4 0 15 Jan 2023
False: False Negative Samples Aware Contrastive Learning for Semantic Segmentation of High-Resolution Remote Sensing Image Zhaoyang Zhang Xuying Wang X. Mei Chao Tao Haifeng Li 29 20 0 15 Nov 2022
Unsupervised Discovery of Semantic Concepts in Satellite Imagery with Style-based Wavelet-driven Generative Models Nikos Kostagiolas M. Nicolaou Yannis Panagakis GAN 18 2 0 03 Aug 2022
Efficient High-Resolution Deep Learning: A Survey Arian Bakhtiarnia Qi Zhang Alexandros Iosifidis MedIm 21 19 0 26 Jul 2022
Continual Barlow Twins: continual self-supervised learning for remote sensing semantic segmentation V. Marsocci Simone Scardapane CLL 36 25 0 23 May 2022
An Empirical Study of Remote Sensing Pretraining Di Wang Jing Zhang Bo Du Guisong Xia Dacheng Tao EDL 36 190 0 06 Apr 2022
Aerial Scene Parsing: From Tile-level Scene Classification to Pixel-wise Semantic Labeling Yang Long Gui-Song Xia L. Zhang Gong Cheng Deren Li 16 14 0 06 Jan 2022
Data structure > labels? Unsupervised heuristics for SVM hyperparameter estimation M. Cholewa M. Romaszewski P. Głomb 26 0 0 03 Nov 2021
Aerial Scene Understanding in The Wild: Multi-Scene Recognition via Prototype-based Memory Networks Yuansheng Hua Lichao Mou Jianzhe Lin Konrad Heidler Xiaoxiang Zhu 41 19 0 22 Apr 2021