Scribble-based Weakly Supervised Deep Learning for Road Surface
Extraction from Remote Sensing Images

Scribble-based Weakly Supervised Deep Learning for Road Surface Extraction from Remote Sensing Images

25 October 2020

Shunping Ji

ArXiv (abs)PDF HTML

Papers citing "Scribble-based Weakly Supervised Deep Learning for Road Surface Extraction from Remote Sensing Images"

15 / 15 papers shown

Title
DeH4R: A Decoupled and Hybrid Method for Road Network Graph Extraction Dengxian Gong Shunping Ji 20 0 0 19 Aug 2025
From Pixels to Images: Deep Learning Advances in Remote Sensing Image Semantic Segmentation Quanwei Liu Wei Chen Yanni Dong Jiaqi Yang Wei Xiang 322 0 0 21 May 2025
Scribbles for All: Benchmarking Scribble Supervised Segmentation Across Datasets Wolfgang Boettcher Lukas Hoyer Ozan Unal J. E. Lenssen Bernt Schiele 86 0 0 22 Aug 2024
Skeleton Supervised Airway Segmentation Mingyue Zhao Han Li Li Fan Shiyuan Liu Xiaolan Qiu S.Kevin Zhou 82 1 0 11 Mar 2024
SA-MixNet: Structure-aware Mixup and Invariance Learning for Scribble-supervised Road Extraction in Remote Sensing Images Jie Feng Hao Huang Junpeng Zhang Weisheng Dong Dingwen Zhang Licheng Jiao 122 2 0 03 Mar 2024
Learning Semantic Segmentation with Query Points Supervision on Aerial Images Santiago Rivier Carlos Hinojosa Silvio Giancola Guohao Li 92 0 0 11 Sep 2023
Self-Supervised Masked Digital Elevation Models Encoding for Low-Resource Downstream Tasks Priyam Mazumdar Aiman Soliman Volodymyr V. Kindratenko Luigi Marini Kenton McHenry 88 0 0 06 Sep 2023
Semi-supervised Road Updating Network (SRUNet): A Deep Learning Method for Road Updating from Remote Sensing Imagery and Historical Vector Maps Xin Chen Anzhu Yu Qun Sun Wenyue Guo Qing Xu Bowei Wen 106 0 0 28 Apr 2023
Scribble-Supervised RGB-T Salient Object Detection Zhengyi Liu Xiao Huang Guanghui Zhang Xianyong Fang Linbo Wang Bin Tang 86 21 0 17 Mar 2023
Habitat classification from satellite observations with sparse annotations Mikko Impio Pekka. Harma A. Tammilehto S. Anttila Jenni Raitoharju 61 0 0 26 Sep 2022
Optical Remote Sensing Image Understanding with Weak Supervision: Concepts, Methods, and Perspectives Jun Yue Leyuan Fang Pedram Ghamisi Weiying Xie Jun Li Jocelyn Chanussot Antonio J. Plaza 82 48 0 18 Apr 2022
Scribble-based Boundary-aware Network for Weakly Supervised Salient Object Detection in Remote Sensing Images Zhou Huang Tianyi Xiang Huaixin Chen Hang Dai 90 38 0 07 Feb 2022
A Review of Landcover Classification with Very-High Resolution Remotely Sensed Optical Images-Analysis Unit,Model Scalability and Transferability R. Qin Tao Liu 101 68 0 07 Feb 2022
Geographical Knowledge-driven Representation Learning for Remote Sensing Images Wenyuan Li Keyan Chen Hao Chen Zhenwei Shi SSL 118 74 0 12 Jul 2021
Land Cover Mapping in Limited Labels Scenario: A Survey Rahul Ghosh X. Jia Vipin Kumar 95 6 0 03 Mar 2021