Randomized Histogram Matching: A Simple Augmentation for Unsupervised
Domain Adaptation in Overhead Imagery

Randomized Histogram Matching: A Simple Augmentation for Unsupervised Domain Adaptation in Overhead Imagery

28 April 2021

Jordan M. Malof

Papers citing "Randomized Histogram Matching: A Simple Augmentation for Unsupervised Domain Adaptation in Overhead Imagery"

18 / 18 papers shown

Title
Recent Advances in Domain Adaptation for the Classification of Remote Sensing Data D. Tuia Claudio Persello Lorenzo Bruzzone OOD 28 448 0 15 Apr 2021
Deep Visual Domain Adaptation G. Csurka OOD 185 185 0 28 Dec 2020
StandardGAN: Multi-source Domain Adaptation for Semantic Segmentation of Very High Resolution Satellite Images by Data Standardization O. Tasar Y. Tarabalka A. Giros Pierre Alliez Sebastien Clerc 65 57 0 14 Apr 2020
The Synthinel-1 dataset: a collection of high resolution synthetic overhead imagery for building segmentation Fanjie Kong Bohao Huang Kyle Bradbury Jordan M. Malof 49 38 0 15 Jan 2020
ColorMapGAN: Unsupervised Domain Adaptation for Semantic Segmentation Using Color Mapping Generative Adversarial Networks O. Tasar S. Happy Y. Tarabalka Pierre Alliez GAN 49 112 0 30 Jul 2019
Unsupervised Domain Adaptation using Generative Adversarial Networks for Semantic Segmentation of Aerial Images Bilel Benjdira Y. Bazi Anis Koubaa K. Ouni 35 192 0 08 May 2019
Reduced Focal Loss: 1st Place Solution to xView object detection in Satellite Imagery N. Sergievskiy A. Ponamarev 41 36 0 04 Mar 2019
Progressive Feature Alignment for Unsupervised Domain Adaptation Chaoqi Chen Weiping Xie Wenbing Huang Yu Rong Xinghao Ding Yue Huang Tingyang Xu Junzhou Huang 62 413 0 21 Nov 2018
Albumentations: fast and flexible image augmentations A. Buslaev Alex Parinov Eugene Khvedchenya V. Iglovikov Alexandr A Kalinin 136 1,973 0 18 Sep 2018
SpaceNet: A Remote Sensing Dataset and Challenge Series A. V. Etten David Lindenbaum Todd M. Bacastow 54 391 0 03 Jul 2018
Unsupervised Domain Adaptation using Regularized Hyper-graph Matching Debasmit Das C. S. George Lee OOD 47 57 0 22 May 2018
Multimodal Unsupervised Image-to-Image Translation Xun Huang Ming-Yuan Liu Serge J. Belongie Jan Kautz 124 2,482 0 12 Apr 2018
Learning to Adapt Structured Output Space for Semantic Segmentation Yi-Hsuan Tsai Wei-Chih Hung S. Schulter Kihyuk Sohn Ming-Hsuan Yang Manmohan Chandraker OOD SSeg 135 1,542 0 28 Feb 2018
Deep Visual Domain Adaptation: A Survey Mei Wang Weihong Deng OOD 66 2,010 0 10 Feb 2018
CyCADA: Cycle-Consistent Adversarial Domain Adaptation Judy Hoffman Eric Tzeng Taesung Park Jun-Yan Zhu Phillip Isola Kate Saenko Alexei A. Efros Trevor Darrell 139 3,001 0 08 Nov 2017
FCNs in the Wild: Pixel-level Adversarial and Constraint-based Adaptation Judy Hoffman Dequan Wang Feng Yu Trevor Darrell OOD 84 788 0 08 Dec 2016
Least Squares Generative Adversarial Networks Xudong Mao Qing Li Haoran Xie Raymond Y. K. Lau Zhen Wang Stephen Paul Smolley GAN 325 4,572 0 13 Nov 2016
Practical Bayesian Optimization of Machine Learning Algorithms Jasper Snoek Hugo Larochelle Ryan P. Adams 342 7,934 0 13 Jun 2012