Multi-Task Learning of Height and Semantics from Aerial Images

Multi-Task Learning of Height and Semantics from Aerial Images

IEEE Geoscience and Remote Sensing Letters (GRSL), 2019

18 November 2019

Marcela Carvalho

Bertrand Le Saux

Pauline Trouvé-Peloux

Andrés Almansa

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Papers citing "Multi-Task Learning of Height and Semantics from Aerial Images"

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Title
Co-Training Vision Language Models for Remote Sensing Multi-task Learning Qingyun Li Shuran Ma Junwei Luo Yi Yu Yue Zhou ... Xiaoxing Wang Xin He Yushi Chen Xue Yang Junchi Yan 156 0 0 26 Nov 2025
TSE-Net: Semi-supervised Monocular Height Estimation from Single Remote Sensing Images Sining Chen Xiao Xiang Zhu 116 0 0 17 Nov 2025
Seabed-Net: A multi-task network for joint bathymetry estimation and seabed classification from remote sensing imagery in shallow waters P. Agrafiotis Tim Siebert 88 0 0 22 Oct 2025
Virtual Accessory Try-On via Keypoint Hallucination Junhong Gou Bo Zhang Li Niu Jianfu Zhang Jianlou Si Chen Qian Liqing Zhang 198 1 0 26 Oct 2023
HTC-DC Net: Monocular Height Estimation from Single Remote Sensing ImagesIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023 Sining Chen Yilei Shi Zhitong Xiong Xiaoxiang Zhu 102 17 0 28 Sep 2023
Sub-Meter Tree Height Mapping of California using Aerial Images and LiDAR-Informed U-Net ModelRemote Sensing of Environment (RSE), 2023 F. Wagner S. Roberts Alison L. Ritz Griffin Carter Ricardo Dalagnol Samuel Favrichon Mayumi C. M. Hirye Martin Brandt Philipe Ciais Sassan Saatchi AI4CE 152 49 0 02 Jun 2023
Automatic satellite building construction monitoring Insaf Ashrapov D. Malakhov A. Marchenkov Anton Lulin Dani El-Ayyass 97 0 0 29 Sep 2022
Remote Sensing Novel View Synthesis with Implicit Multiplane RepresentationsIEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2022 Yongchang Wu Zhengxia Zou Zhenwei Shi 138 17 0 18 May 2022
Mapping Vulnerable Populations with AI B. Kellenberger John E. Vargas-Muñoz D. Tuia Rodrigo Caye Daudt Konrad Schindler Thao T-T Whelan Brenda Ayo Ferda Ofli Muhammad Imran 100 1 0 29 Jul 2021
Focusing on Shadows for Predicting Heightmaps from Single Remotely Sensed RGB Images with Deep Learning S. Karatsiolis A. Kamilaris 91 1 0 22 Apr 2021
Shadow Neural Radiance Fields for Multi-view Satellite Photogrammetry Dawa Derksen Dario Izzo 197 72 0 20 Apr 2021
Aerial Height Prediction and Refinement Neural Networks with Semantic and Geometric GuidanceIEEE Access (IEEE Access), 2020 Mahdi Elhousni Ziming Zhang Xinming Huang 165 8 0 21 Nov 2020
Semi-Supervised Semantic Segmentation in Earth Observation: The MiniFrance Suite, Dataset Analysis and Multi-task Network Study J. Castillo-Navarro Bertrand Le Saux Alexandre Boulch Nicolas Audebert Sébastien Lefèvre 108 84 0 15 Oct 2020
Geometry-Aware Segmentation of Remote Sensing Images via Implicit Height Estimation Xiang Li Lingjing Wang Yi Fang 138 6 0 10 Jun 2020