Learning To Understand Aerial Images


Get Better 1 Pixel PCK: Ladder Scales Correspondence Flow Networks for Remote Sensing Image Matching in Higher Resolution
Weitao Chen,
Zhibin Wang,
Hao Li
[pdf]
[bibtex]
@InProceedings{Chen_2021_ICCV, author = {Chen, Weitao and Wang, Zhibin and Li, Hao}, title = {Get Better 1 Pixel PCK: Ladder Scales Correspondence Flow Networks for Remote Sensing Image Matching in Higher Resolution}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {742-751} }

Double Head Predictor Based Few-Shot Object Detection for Aerial Imagery
Stefan Wolf,
Jonas Meier,
Lars Sommer,
Jurgen Beyerer
[pdf]
[bibtex]
@InProceedings{Wolf_2021_ICCV, author = {Wolf, Stefan and Meier, Jonas and Sommer, Lars and Beyerer, Jurgen}, title = {Double Head Predictor Based Few-Shot Object Detection for Aerial Imagery}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {721-731} }

LUAI Challenge 2021 on Learning To Understand Aerial Images
Gui-Song Xia,
Jian Ding,
Ming Qian,
Nan Xue,
Jiaming Han,
Xiang Bai,
Michael Ying Yang,
Shengyang Li,
Serge Belongie,
Jiebo Luo,
Mihai Datcu,
Marcello Pelillo,
Liangpei Zhang
[pdf] [arXiv]
[bibtex]
@InProceedings{Xia_2021_ICCV, author = {Xia, Gui-Song and Ding, Jian and Qian, Ming and Xue, Nan and Han, Jiaming and Bai, Xiang and Yang, Michael Ying and Li, Shengyang and Belongie, Serge and Luo, Jiebo and Datcu, Mihai and Pelillo, Marcello and Zhang, Liangpei}, title = {LUAI Challenge 2021 on Learning To Understand Aerial Images}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {762-768} }

Convolutional Neural Networks Based Remote Sensing Scene Classification Under Clear and Cloudy Environments
Huiming Sun,
Yuewei Lin,
Qin Zou,
Shaoyue Song,
Jianwu Fang,
Hongkai Yu
[pdf]
[bibtex]
@InProceedings{Sun_2021_ICCV, author = {Sun, Huiming and Lin, Yuewei and Zou, Qin and Song, Shaoyue and Fang, Jianwu and Yu, Hongkai}, title = {Convolutional Neural Networks Based Remote Sensing Scene Classification Under Clear and Cloudy Environments}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {713-720} }

Self-Supervised Pretraining and Controlled Augmentation Improve Rare Wildlife Recognition in UAV Images
Xiaochen Zheng,
Benjamin Kellenberger,
Rui Gong,
Irena Hajnsek,
Devis Tuia
[pdf] [arXiv]
[bibtex]
@InProceedings{Zheng_2021_ICCV, author = {Zheng, Xiaochen and Kellenberger, Benjamin and Gong, Rui and Hajnsek, Irena and Tuia, Devis}, title = {Self-Supervised Pretraining and Controlled Augmentation Improve Rare Wildlife Recognition in UAV Images}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {732-741} }

Progressive Unsupervised Deep Transfer Learning for Forest Mapping in Satellite Image
Nouman Ahmed,
Sudipan Saha,
Muhammad Shahzad,
Muhammad Moazam Fraz,
Xiao Xiang Zhu
[pdf]
[bibtex]
@InProceedings{Ahmed_2021_ICCV, author = {Ahmed, Nouman and Saha, Sudipan and Shahzad, Muhammad and Fraz, Muhammad Moazam and Zhu, Xiao Xiang}, title = {Progressive Unsupervised Deep Transfer Learning for Forest Mapping in Satellite Image}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {752-761} }

A Framework for Semi-Automatic Collection of Temporal Satellite Imagery for Analysis of Dynamic Regions
Nicholas Kashani Motlagh,
Aswathnarayan Radhakrishnan,
Jim Davis,
Roman Ilin
[pdf]
[bibtex]
@InProceedings{Motlagh_2021_ICCV, author = {Motlagh, Nicholas Kashani and Radhakrishnan, Aswathnarayan and Davis, Jim and Ilin, Roman}, title = {A Framework for Semi-Automatic Collection of Temporal Satellite Imagery for Analysis of Dynamic Regions}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {704-712} }