Towards Better Exploiting Convolutional Neural Networks for Remote Sensing Scene Classification

4 February 2016

Papers citing "Towards Better Exploiting Convolutional Neural Networks for Remote Sensing Scene Classification"

30 / 80 papers shown

Title
A framework for remote sensing images processing using deep learning technique R. Cresson 9 35 0 17 Jul 2018
A Comparative Study on Unsupervised Domain Adaptation Approaches for Coffee Crop Mapping E. Ferreira Mário S. Alvim J. A. dos Santos 13 0 0 06 Jun 2018
Recent advances and opportunities in scene classification of aerial images with deep models Fan Hu Gui-Song Xia Wen Yang Liangpei Zhang 29 13 0 04 Jun 2018
Dynamic Multi-Context Segmentation of Remote Sensing Images based on Convolutional Networks Keiller Nogueira M. Dalla Mura Jocelyn Chanussot William R. Schwartz J. A. dos Santos SSeg 15 133 0 11 Apr 2018
Enhancement of land-use change modeling using convolutional neural networks and convolutional denoising autoencoders Guodong Du Liang Yuan K. Shin Shunsuke Managi 28 4 0 03 Mar 2018
Hydra: an Ensemble of Convolutional Neural Networks for Geospatial Land Classification Rodrigo Minetto Maurício Pamplona Segundo Sudeep Sarkar 42 132 0 10 Feb 2018
A CNN-based Spatial Feature Fusion Algorithm for Hyperspectral Imagery Classification Alan J. X. Guo Fei Zhu 16 36 0 31 Jan 2018
Prototypicality effects in global semantic description of objects Omar Vidal Pino Erickson R. Nascimento M. Campos 24 2 0 12 Jan 2018
Application of a semantic segmentation convolutional neural network for accurate automatic detection and mapping of solar photovoltaic arrays in aerial imagery Joseph A. Camilo Rui Wang L. Collins Kyle Bradbury Jordan M. Malof 19 44 0 11 Jan 2018
A trans-disciplinary review of deep learning research for water resources scientists Chaopeng Shen AI4CE 35 682 0 06 Dec 2017
Beyond RGB: Very High Resolution Urban Remote Sensing With Multimodal Deep Networks Nicolas Audebert Bertrand Le Saux Sébastien Lefèvre 38 510 0 23 Nov 2017
Spectral-Spatial Feature Extraction and Classification by ANN Supervised with Center Loss in Hyperspectral Imagery Alan J. X. Guo Fei Zhu 14 47 0 20 Nov 2017
A Genetic Algorithm Approach for ImageRepresentation Learning through Color Quantization Érico Marco D. A. Pereira Ricardo da S. Torres J. A. dos Santos MQ 20 0 0 18 Nov 2017
Exploiting ConvNet Diversity for Flooding Identification Keiller Nogueira Samuel G. Fadel Í. C. Dourado Rafael de O. Werneck Javier A. V. Muñoz O. A. B. Penatti R. Calumby Lin Tzy Li J. A. dos Santos Ricardo da S. Torres 6 67 0 09 Nov 2017
Deep learning in remote sensing: a review Xiaoxiang Zhu D. Tuia Lichao Mou Gui-Song Xia Liangpei Zhang Feng Xu Friedrich Fraundorfer 34 1,600 0 11 Oct 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
EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification P. Helber B. Bischke Andreas Dengel Damian Borth 48 1,743 0 31 Aug 2017
A Deep Learning Approach for Population Estimation from Satellite Imagery Caleb Robinson Fred Hohman B. Dilkina 26 85 0 30 Aug 2017
Learning with Rethinking: Recurrently Improving Convolutional Neural Networks through Feedback Xuzhao Li Zequn Jie Jiashi Feng Changsong Liu Shuicheng Yan SSL 30 36 0 15 Aug 2017
Sensing Urban Land-Use Patterns By Integrating Google Tensorflow And Scene-Classification Models Yao Yao Haolin Liang Xia Li Jinbao Zhang Jialv He 27 19 0 04 Aug 2017
On the Selective and Invariant Representation of DCNN for High-Resolution Remote Sensing Image Recognition Jie Chen Chao Yuan M. Deng Chao Tao Jian Peng Haifeng Li 32 1 0 04 Aug 2017
RSI-CB: A Large Scale Remote Sensing Image Classification Benchmark via Crowdsource Data Haifeng Li Xin Dou Chao Tao Zhixiang Wu Jie Chen Jianya Gong M. Deng Ling Zhao 18 60 0 30 May 2017
Remote Sensing Image Scene Classification: Benchmark and State of the Art Gong Cheng Junwei Han Xiaoqiang Lu 16 2,222 0 01 Mar 2017
MARTA GANs: Unsupervised Representation Learning for Remote Sensing Image Classification Daoyu Lin Kun Fu Yang Wang Guangluan Xu Xian Sun GAN 19 174 0 28 Dec 2016
Computationally Efficient Target Classification in Multispectral Image Data with Deep Neural Networks Lukas Cavigelli Dominic Bernath Michele Magno Luca Benini 30 21 0 09 Nov 2016
Semantic Segmentation of Earth Observation Data Using Multimodal and Multi-scale Deep Networks Nicolas Audebert Bertrand Le Saux Sébastien Lefèvre SSeg 32 384 0 22 Sep 2016
On the usability of deep networks for object-based image analysis Nicolas Audebert Bertrand Le Saux Sébastien Lefèvre 13 7 0 22 Sep 2016
AID: A Benchmark Dataset for Performance Evaluation of Aerial Scene Classification Gui-Song Xia Jingwen Hu Fan Hu Baoguang Shi X. Bai Yanfei Zhong Liangpei Zhang 10 1,701 0 18 Aug 2016
Fully Convolutional Networks for Dense Semantic Labelling of High-Resolution Aerial Imagery Jamie Sherrah SSeg 21 362 0 08 Jun 2016
Recent Advances in Convolutional Neural Networks Jiuxiang Gu Zhenhua Wang Jason Kuen Lianyang Ma Amir Shahroudy ... Xingxing Wang Li Wang Gang Wang Jianfei Cai Tsuhan Chen 37 5,150 0 22 Dec 2015