Transfer Learning from Deep Features for Remote Sensing and Poverty Mapping

1 October 2015

Papers citing "Transfer Learning from Deep Features for Remote Sensing and Poverty Mapping"

36 / 86 papers shown

Title
AutoFCL: Automatically Tuning Fully Connected Layers for Handling Small Dataset S. H. Shabbeer Basha Sravan Kumar Vinakota S. Dubey Viswanath Pulabaigari Snehasis Mukherjee 9 4 0 22 Jan 2020
BigEarthNet Dataset with A New Class-Nomenclature for Remote Sensing Image Understanding Gencer Sumbul Jian Kang Tristan Kreuziger F. Marcelino H. Costa P. Benevides M. Caetano Begüm Demir 21 34 0 17 Jan 2020
Artificial Intelligence for Social Good: A Survey Zheyuan Ryan Shi Claire Wang Fei Fang AI4TS 32 81 0 07 Jan 2020
Where Are We? Using Scopus to Map the Literature at the Intersection Between Artificial Intelligence and Research on Crime G. Campedelli 14 21 0 23 Dec 2019
Lightweight and Robust Representation of Economic Scales from Satellite Imagery Sungwon Han Donghyun Ahn Hyunji Cha Jeasurk Yang Sungwon Park M. Cha 27 28 0 18 Dec 2019
Learning Bayesian networks from demographic and health survey data N. K. Kitson Anthony C. Constantinou CML 23 23 0 02 Dec 2019
In-domain representation learning for remote sensing Maxim Neumann André Susano Pinto Xiaohua Zhai N. Houlsby SSL 29 62 0 15 Nov 2019
Effective training of deep convolutional neural networks for hyperspectral image classification through artificial labeling Wojciech Masarczyk P. Głomb B. Grabowski M. Ostaszewski 11 3 0 12 Sep 2019
A Survey of Challenges and Opportunities in Sensing and Analytics for Cardiovascular Disorders N. Hurley E. Spatz H. Krumholz R. Jafari B. Mortazavi 21 1 0 12 Aug 2019
Tiny-Inception-ResNet-v2: Using Deep Learning for Eliminating Bonded Labors of Brick Kilns in South Asia U. Nazir Numan Khurshid Muhammad Ahmed Bhimra M. Taj 13 19 0 12 Jul 2019
Predicting Economic Development using Geolocated Wikipedia Articles Evan Sheehan Chenlin Meng M. Tan Burak Uzkent Neal Jean David B. Lobell Marshall Burke Stefano Ermon 13 78 0 05 May 2019
Country-wide high-resolution vegetation height mapping with Sentinel-2 Nico Lang Konrad Schindler Jan Dirk Wegner MDE 17 155 0 30 Apr 2019
Deep Landscape Features for Improving Vector-borne Disease Prediction N. Rehman U. Saif R. Chunara 11 17 0 03 Apr 2019
ResUNet-a: a deep learning framework for semantic segmentation of remotely sensed data F. Diakogiannis F. Waldner P. Caccetta Chen Wu SSeg 24 1,282 0 01 Apr 2019
On evaluating CNN representations for low resource medical image classification Taruna Agrawal Rahul Gupta Shrikanth Narayanan 21 20 0 26 Mar 2019
Manifold Criterion Guided Transfer Learning via Intermediate Domain Generation Lei Zhang Shanshan Wang G. Huang W. Zuo Jian Yang David C. Zhang 6 95 0 25 Mar 2019
Transfer Adaptation Learning: A Decade Survey Lei Zhang Xinbo Gao OOD 58 184 0 12 Mar 2019
A Distributionally Robust Optimization Method for Adversarial Multiple Kernel Learning M. B. Khuzani Hongyi Ren V. Vasudevan Lei Xing OOD 27 2 0 27 Feb 2019
Two-Stage Transfer Learning for Heterogeneous Robot Detection and 3D Joint Position Estimation in a 2D Camera Image using CNN Justinas Mišeikis Inka Brijacak S. Yahyanejad K. Glette O. Elle J. Tørresen 19 10 0 15 Feb 2019
Mapping Informal Settlements in Developing Countries using Machine Learning and Low Resolution Multi-spectral Data Bradley Gram-Hansen P. Helber I. Varatharajan F. Azam Alejandro Coca-Castro V. Kopačková Piotr Bilinski 9 55 0 03 Jan 2019
A Dynamic Network and Representation LearningApproach for Quantifying Economic Growth fromSatellite Imagery Jiqian Dong Gopaljee Atulya Kartikeya Bhardwaj R. Marculescu 12 0 0 01 Dec 2018
Transfer Learning with Deep CNNs for Gender Recognition and Age Estimation Philip Smith Cuixian Chen CVBM 14 57 0 18 Nov 2018
Semantic Labeling in Very High Resolution Images via a Self-Cascaded Convolutional Neural Network Yongcheng Liu Bin Fan Lingfeng Wang Jun Bai Shiming Xiang Chunhong Pan 21 253 0 30 Jul 2018
State-of-the-art and gaps for deep learning on limited training data in remote sensing J. Ball Derek T. Anderson Pan Wei 6 9 0 11 Jul 2018
EnTrans:Leveraging Kinetic Energy Harvesting Signal for Transportation Mode Detection Guohao Lan Weitao Xu Dong Ma Sara Khalifa Mahbub Hassan Wen Hu 11 16 0 06 Jul 2018
Infrastructure Quality Assessment in Africa using Satellite Imagery and Deep Learning Barak Oshri A. Hu P. Adelson Xiao Chen P. Dupas Jeremy Weinstein Marshall Burke David B. Lobell Stefano Ermon 19 71 0 03 Jun 2018
Transfer Learning for Unseen Robot Detection and Joint Estimation on a Multi-Objective Convolutional Neural Network Justinas Mišeikis Inka Brijacak S. Yahyanejad K. Glette O. Elle J. Tørresen 12 13 0 30 May 2018
Semi-supervised Deep Kernel Learning: Regression with Unlabeled Data by Minimizing Predictive Variance Neal Jean Sang Michael Xie Stefano Ermon BDL SSL 15 75 0 26 May 2018
Tile2Vec: Unsupervised representation learning for spatially distributed data Neal Jean Sherrie Wang Anshul Samar G. Azzari David B. Lobell Stefano Ermon SSL 11 193 0 08 May 2018
Deep Visual Domain Adaptation: A Survey Mei Wang Weihong Deng OOD 10 1,989 0 10 Feb 2018
Adversarial Transfer Learning for Cross-domain Visual Recognition Shanshan Wang Lei Zhang Jingru Fu OOD GAN 18 19 0 24 Nov 2017
Machine Learning for the Geosciences: Challenges and Opportunities Anuj Karpatne I. Ebert‐Uphoff S. Ravela H. Babaie Vipin Kumar AI4CE 24 388 0 13 Nov 2017
A Comprehensive Survey of Deep Learning in Remote Sensing: Theories, Tools and Challenges for the Community John E. Ball Derek T. Anderson Chee Seng Chan 27 521 0 01 Sep 2017
A Deep Learning Approach for Population Estimation from Satellite Imagery Caleb Robinson Fred Hohman B. Dilkina 18 85 0 30 Aug 2017
A Unified Model for Near and Remote Sensing Scott Workman Menghua Zhai David J. Crandall Nathan Jacobs 25 59 0 09 Aug 2017
Towards Better Exploiting Convolutional Neural Networks for Remote Sensing Scene Classification Keiller Nogueira O. A. B. Penatti J. A. dos Santos 11 829 0 04 Feb 2016