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Relation Network for Multi-label Aerial Image Classification

IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2019

16 July 2019

Papers citing "Relation Network for Multi-label Aerial Image Classification"

23 / 23 papers shown

Title
Adaptive Gradient Calibration for Single-Positive Multi-Label Learning in Remote Sensing Image Scene Classification Chenying Liu Gianmarco Perantoni Lorenzo Bruzzone Xiao Xiang Zhu 106 0 0 09 Oct 2025
MCANet: A Multi-Scale Class-Specific Attention Network for Multi-Label Post-Hurricane Damage Assessment using UAV Imagery Zhangding Liu Neda Mohammadi John E. Taylor 65 0 0 05 Sep 2025
Domain Adaptation for Multi-label Image Classification: a Discriminator-free Approach Inder Pal Singh Enjie Ghorbel Anis Kacem Djamila Aouada 390 1 0 20 May 2025
SkySenseGPT: A Fine-Grained Instruction Tuning Dataset and Model for Remote Sensing Vision-Language Understanding Junwei Luo Zhen Pang Yongjun Zhang Tingzhu Wang Linlin Wang ... Jiangwei Lao Jian Wang Jingdong Chen Yihua Tan Yansheng Li 357 66 0 14 Jun 2024
SATIN: A Multi-Task Metadataset for Classifying Satellite Imagery using Vision-Language Models Jonathan Roberts Kai Han Samuel Albanie VLM 234 18 0 23 Apr 2023
Discriminator-free Unsupervised Domain Adaptation for Multi-label Image ClassificationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Inder Pal Singh Enjie Ghorbel Anis Kacem A. Rathinam Djamila Aouada 268 4 0 25 Jan 2023
Multi-label Image Classification using Adaptive Graph Convolutional Networks: from a Single Domain to Multiple DomainsComputer Vision and Image Understanding (CVIU), 2023 Indel Pal Singh Enjie Ghorbel O. Oyedotun Djamila Aouada 439 14 0 11 Jan 2023
MUS-CDB: Mixed Uncertainty Sampling with Class Distribution Balancing for Active Annotation in Aerial Object DetectionIEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2022 Dong Liang Jingwei Zhang Ying-Peng Tang Sheng-Jun Huang 336 21 0 06 Dec 2022
Semantic Interleaving Global Channel Attention for Multilabel Remote Sensing Image ClassificationInternational Journal of Remote Sensing (IJRS), 2022 Yongkun Liu Kesong Ni Yu-he Zhang Lijian Zhou Kun Zhao 116 14 0 04 Aug 2022
Current Trends in Deep Learning for Earth Observation: An Open-source Benchmark Arena for Image ClassificationIsprs Journal of Photogrammetry and Remote Sensing (JIPRS), 2022 I. Dimitrovski Ivan Kitanovski D. Kocev Nikola Simidjievski VLM 222 92 0 14 Jul 2022
Semi-Supervised Building Footprint Generation with Feature and Output Consistency TrainingIEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2022 Qingyu Li Yilei Shi Xiao Xiang Zhu 155 27 0 17 May 2022
All Grains, One Scheme (AGOS): Learning Multi-grain Instance Representation for Aerial Scene ClassificationIEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2022 Qi Bi Beichen Zhou K. Qin Qinghao Ye Guisong Xia 191 48 0 06 May 2022
AiTLAS: Artificial Intelligence Toolbox for Earth ObservationRemote Sensing (RS), 2022 I. Dimitrovski Ivan Kitanovski P. Panov Nikola Simidjievski D. Kocev 260 14 0 21 Jan 2022
Rethinking Crowdsourcing Annotation: Partial Annotation with Salient Labels for Multi-Label Image ClassificationIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2021 Jianzhe Lin Tianze Yu Z. J. Wang 140 16 0 06 Sep 2021
SCIDA: Self-Correction Integrated Domain Adaptation from Single- to Multi-label Aerial Images Tianze Yu Ieee Jianzhe Lin Student Member Ieee Lichao Mou Student Member Yuansheng Hua Senior Member Ieee Xiaoxiang Zhu F. I. Z. Jane Wang 112 8 0 15 Aug 2021
Aerial Scene Understanding in The Wild: Multi-Scene Recognition via Prototype-based Memory NetworksIsprs Journal of Photogrammetry and Remote Sensing (ISPRS J. Photogramm. Remote Sens.), 2021 Yuansheng Hua Lichao Mou Jianzhe Lin Konrad Heidler Xiaoxiang Zhu 195 19 0 22 Apr 2021
Multi-target prediction for dummies using two-branch neural networksMachine-mediated learning (ML), 2021 Dimitrios Iliadis B. De Baets Willem Waegeman 160 13 0 19 Apr 2021
MultiScene: A Large-scale Dataset and Benchmark for Multi-scene Recognition in Single Aerial ImagesIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2021 Yuansheng Hua Lichao Mou P. Jin Xiaoxiang Zhu 178 16 0 07 Apr 2021
CG-Net: Conditional GIS-aware Network for Individual Building Segmentation in VHR SAR ImagesIEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2020 Yao Sun Yuansheng Hua Lichao Mou Xiaoxiang Zhu 179 42 0 17 Nov 2020
Identification of complex mixtures for Raman spectroscopy using a novel scheme based on a new multi-label deep neural networkIEEE Sensors Journal (IEEE Sens. J.), 2020 Liangrui Pan Pronthep Pipitsunthonsan C. Daengngam M. Chongcheawchamnan 138 15 0 29 Oct 2020
Remote Sensing Image Scene Classification Meets Deep Learning: Challenges, Methods, Benchmarks, and OpportunitiesIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (IEEE J-STARS), 2020 Gong Cheng Xingxing Xie Junwei Han Lei Guo Guisong Xia VLM 222 732 0 03 May 2020
Building Footprint Generation by IntegratingConvolution Neural Network with Feature PairwiseConditional Random Field (FPCRF)IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2020 Qingyu Li Yilei Shi Xin Huang Xiaoxiang Zhu 160 66 0 11 Feb 2020
A framework for large-scale mapping of human settlement extent from Sentinel-2 images via fully convolutional neural networksIsprs Journal of Photogrammetry and Remote Sensing (ISPRS J. Photogramm. Remote Sens.), 2020 C. Qiu M. Schmitt Christian Gei T. Chen Xiaoxiang Zhu 149 60 0 31 Jan 2020