Semantic Segmentation of Remote Sensing Images with Sparse Annotations

10 January 2021

Papers citing "Semantic Segmentation of Remote Sensing Images with Sparse Annotations"

23 / 23 papers shown

Title
FOCUS on Contamination: A Geospatial Deep Learning Framework with a Noise-Aware Loss for Surface Water PFAS Prediction Jowaria Khan Alexa Friedman Sydney Evans Runzi Wang Kaley Beins David Andrews Elizabeth Bondi-Kelly AI4CE 34 0 0 17 Feb 2025
User Willingness-aware Sales Talk Dataset Asahi Hentona Jun Baba Shiki Sato Reina Akama 27 0 0 27 Dec 2024
Performance of Human Annotators in Object Detection and Segmentation of Remotely Sensed Data Roni Blushtein-Livnon T. Svoray Michael Dorman 27 1 0 16 Sep 2024
Segment Using Just One Example Pratik Vora Sudipan Saha VLM 19 1 0 14 Aug 2024
Specialized Change Detection using Segment Anything Tahir Ahmad Sudipan Saha 24 0 0 13 Aug 2024
Spannotation: Enhancing Semantic Segmentation for Autonomous Navigation with Efficient Image Annotation Samuel O. Folorunsho William R. Norris 19 0 0 28 Feb 2024
PixelDINO: Semi-Supervised Semantic Segmentation for Detecting Permafrost Disturbances Konrad Heidler Ingmar Nitze Guido Grosse Xiao Xiang Zhu 11 3 0 17 Jan 2024
The Segment Anything Model (SAM) for Remote Sensing Applications: From Zero to One Shot L. Osco Qiusheng Wu Eduardo Lopes de Lemos W. Gonçalves A. P. Ramos Jonathan Li J. M. Junior VLM 16 179 0 29 Jun 2023
Land Cover Segmentation with Sparse Annotations from Sentinel-2 Imagery Marco Galatola Edoardo Arnaudo Luca Barco Claudio Rossi F. Dominici 15 0 0 28 Jun 2023
Artificial intelligence to advance Earth observation: a perspective D. Tuia Konrad Schindler Begum Demir Gustau Camps-Valls Xiao Xiang Zhu ... Mihai Datcu Jorge-Arnulfo Quiané-Ruiz Volker Markl Bertrand Le Saux Rochelle Schneider 31 10 0 15 May 2023
Handling Image and Label Resolution Mismatch in Remote Sensing Scott Workman Armin Hadzic M. U. Rafique 30 5 0 28 Nov 2022
RAIS: Robust and Accurate Interactive Segmentation via Continual Learning Yuying Hao Yi Liu Juncai Peng Haoyi Xiong Guowei Chen Shiyu Tang Zeyu Chen Baohua Lai OOD 3DV VLM 14 3 0 20 Oct 2022
Habitat classification from satellite observations with sparse annotations Mikko Impio Pekka. Harma A. Tammilehto S. Anttila Jenni Raitoharju 15 0 0 26 Sep 2022
Self-supervised Learning in Remote Sensing: A Review Yi Wang C. Albrecht Nassim Ait Ali Braham Lichao Mou Xiao Xiang Zhu 19 218 0 27 Jun 2022
Point Label Aware Superpixels for Multi-species Segmentation of Underwater Imagery Scarlett Raine Ross Marchant Brano Kusy Frederic Maire Tobias Fischer 17 13 0 27 Feb 2022
Universal Adversarial Examples in Remote Sensing: Methodology and Benchmark Yonghao Xu Pedram Ghamisi AAML 22 71 0 14 Feb 2022
Consistency-Regularized Region-Growing Network for Semantic Segmentation of Urban Scenes with Point-Level Annotations Yonghao Xu Pedram Ghamisi 11 37 0 08 Feb 2022
Scribble-based Boundary-aware Network for Weakly Supervised Salient Object Detection in Remote Sensing Images Zhou Huang Tianyi Xiang Huaixin Chen Hang Dai 28 30 0 07 Feb 2022
DIAL: Deep Interactive and Active Learning for Semantic Segmentation in Remote Sensing Gaston Lenczner Adrien Chan-Hon-Tong Bertrand Le Saux Nicola Luminari G. L. Besnerais 10 35 0 04 Jan 2022
Weakly-supervised continual learning for class-incremental segmentation Gaston Lenczner Adrien Chan-Hon-Tong Nicola Luminari Bertrand Le Saux CLL 11 4 0 04 Jan 2022
Segmentation of VHR EO Images using Unsupervised Learning Sudipan Saha Lichao Mou Muhammad Shahzad Xiao Xiang Zhu 8 1 0 09 Jul 2021
Multi-task fully convolutional network for tree species mapping in dense forests using small training hyperspectral data L. E. L. Rosa Camile Sothe R. Feitosa C. Almeida M. B. Schimalski Dario Augusto Borges Oliveira 6 42 0 01 Jun 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 36 341 0 22 Jan 2021