Unsupervised Domain Adaptation using Generative Adversarial Networks for
Semantic Segmentation of Aerial Images

Unsupervised Domain Adaptation using Generative Adversarial Networks for Semantic Segmentation of Aerial Images

8 May 2019

Papers citing "Unsupervised Domain Adaptation using Generative Adversarial Networks for Semantic Segmentation of Aerial Images"

18 / 18 papers shown

Title
DDF: A Novel Dual-Domain Image Fusion Strategy for Remote Sensing Image Semantic Segmentation with Unsupervised Domain Adaptation Lingyan Ran Lushuang Wang Tao Zhuo Yinghui Xing 55 5 0 05 Mar 2024
TAU: A Framework for Video-Based Traffic Analytics Leveraging Artificial Intelligence and Unmanned Aerial Systems Bilel Benjdira Anis Koubaa A. Azar Zahid Khan Adel Ammar W. Boulila 38 27 0 01 Mar 2023
Self-Training Guided Disentangled Adaptation for Cross-Domain Remote Sensing Image Semantic Segmentation Qi Zhao Shuchang Lyu Binghao Liu Lijiang Chen Hongbo Zhao 23 19 0 13 Jan 2023
AI Security for Geoscience and Remote Sensing: Challenges and Future Trends Yonghao Xu Tao Bai Weikang Yu Shizhen Chang P. M. Atkinson Pedram Ghamisi AAML 43 47 0 19 Dec 2022
Exploration of Convolutional Neural Network Architectures for Large Region Map Automation Rostyslav-Mykola Tsenov Christopher J. Henry J. Storie C. Storie Brent Murray Mikhail Sokolov 27 2 0 07 Nov 2022
Depth-Assisted ResiDualGAN for Cross-Domain Aerial Images Semantic Segmentation Yang Zhao Peng Guo Han Gao Xiuwan Chen GAN 28 6 0 21 Aug 2022
Birds of A Feather Flock Together: Category-Divergence Guidance for Domain Adaptive Segmentation Bo Yuan Danpei Zhao Shuai Shao Zehuan Yuan Changhu Wang 63 14 0 05 Apr 2022
Curriculum-style Local-to-global Adaptation for Cross-domain Remote Sensing Image Segmentation Bo Zhang Tao Chen Bin Wang 27 50 0 03 Mar 2022
ResiDualGAN: Resize-Residual DualGAN for Cross-Domain Remote Sensing Images Semantic Segmentation Yang Zhao Peng Guo Zihao Sun Xiuwan Chen Han Gao 24 33 0 27 Jan 2022
Appearance Based Deep Domain Adaptation for the Classification of Aerial Images D. Wittich Franz Rottensteiner 30 47 0 17 Aug 2021
Randomized Histogram Matching: A Simple Augmentation for Unsupervised Domain Adaptation in Overhead Imagery Can Yaris Kaleb Kassaw Bohao Huang Kyle Bradbury Jordan M. Malof 23 20 0 28 Apr 2021
A Review on Deep Learning in UAV Remote Sensing L. Osco J. M. Junior A. P. Ramos L. Jorge S. Fatholahi J. Silva E. Matsubara H. Pistori W. Gonçalves Jonathan Li AI4Cl 39 342 0 22 Jan 2021
Semantics for Robotic Mapping, Perception and Interaction: A Survey Sourav Garg Niko Sünderhauf Feras Dayoub D. Morrison Akansel Cosgun ... Tat-Jun Chin Ian Reid Stephen Gould Peter Corke Michael Milford 31 115 0 02 Jan 2021
Scale Aware Adaptation for Land-Cover Classification in Remote Sensing Imagery XueQing Deng Yi Zhu Yuxin Tian Shawn D. Newsam 21 24 0 08 Dec 2020
Cross-regional oil palm tree counting and detection via multi-level attention domain adaptation network Juepeng Zheng Haohuan Fu Weijia Li Wenzhao Wu Yi Zhao Runmin Dong Le Yu 27 66 0 26 Aug 2020
Weakly Supervised Domain Adaptation for Built-up Region Segmentation in Aerial and Satellite Imagery Javed Iqbal Mohsen Ali 17 50 0 05 Jul 2020
Cross-Sensor Adversarial Domain Adaptation of Landsat-8 and Proba-V images for Cloud Detection Gonzalo Mateo-García Valero Laparra Dan López-Puigdollers L. Gómez-Chova 28 22 0 10 Jun 2020
Fully Convolutional Adaptation Networks for Semantic Segmentation Yiheng Zhang Zhaofan Qiu Ting Yao Dong Liu Tao Mei SSeg OOD 165 350 0 23 Apr 2018