Robust deep alignment network with remote sensing knowledge graph for zero-shot and generalized zero-shot remote sensing image scene classification

Learning deep semantic segmentation network under multiple weakly-supervised constraints for cross-domain remote sensing image semantic segmentation

(2021) Yansheng Li et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Relation Network for Multilabel Aerial Image Classification

(2020) Yuansheng Hua et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

RSVQA: Visual Question Answering for Remote Sensing Data

(2020) Sylvain Lobry et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Accurate cloud detection in high-resolution remote sensing imagery by weakly supervised deep learning

(2020) Yansheng Li et al.   REMOTE SENSING OF ENVIRONMENT

Linking OpenStreetMap with knowledge graphs — Link discovery for schema-agnostic volunteered geographic information

(2020) Nicolas Tempelmeier et al.   Future Generation Computer Systems-The International Journal of eScience

Error-Tolerant Deep Learning for Remote Sensing Image Scene Classification

(2020) Yansheng Li et al.   IEEE Transactions on Cybernetics

A Survey on Deep Learning-Driven Remote Sensing Image Scene Understanding: Scene Classification, Scene Retrieval and Scene-Guided Object Detection

(2019) Yating Gu et al.   Applied Sciences-Basel

Scene Context-Driven Vehicle Detection in High-Resolution Aerial Images

(2019) Chao Tao et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Spatial information inference net: Road extraction using road-specific contextual information

(2019) Chao Tao et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Fine-Grained Object Recognition and Zero-Shot Learning in Remote Sensing Imagery

(2018) Gencer Sumbul et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Learning Source-Invariant Deep Hashing Convolutional Neural Networks for Cross-Source Remote Sensing Image Retrieval

(2018) Yansheng Li et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Zero-Shot Learning - A Comprehensive Evaluation of the Good, the Bad and the Ugly

(2018) Yongqin Xian et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

PatternNet: A benchmark dataset for performance evaluation of remote sensing image retrieval

(2018) Weixun Zhou et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Land cover mapping at very high resolution with rotation equivariant CNNs: Towards small yet accurate models

(2018) Diego Marcos et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Integrating bottom-up classification and top-down feedback for improving urban land-cover and functional-zone mapping

(2018) Xiuyuan Zhang et al.   REMOTE SENSING OF ENVIRONMENT

Zero-Shot Scene Classification for High Spatial Resolution Remote Sensing Images

(2017) Aoxue Li et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

AID: A Benchmark Data Set for Performance Evaluation of Aerial Scene Classification

(2017) Gui-Song Xia et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Remote Sensing Image Scene Classification: Benchmark and State of the Art

(2017) Gong Cheng et al.   PROCEEDINGS OF THE IEEE

A 27-Intersection Model for Representing Detailed Topological Relations between Spatial Objects in Two-Dimensional Space

(2017) Jingwei Shen et al.   ISPRS International Journal of Geo-Information

Unsupervised Multilayer Feature Learning for Satellite Image Scene Classification

(2016) Yansheng Li et al.   IEEE Geoscience and Remote Sensing Letters

Hashing-Based Scalable Remote Sensing Image Search and Retrieval in Large Archives

(2016) Begum Demir et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Scene Classification via a Gradient Boosting Random Convolutional Network Framework

(2016) Fan Zhang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

A survey on object detection in optical remote sensing images

(2016) Gong Cheng et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Big Data for Remote Sensing: Challenges and Opportunities

(2016) Mingmin Chi et al.   PROCEEDINGS OF THE IEEE

Deep learning

(2015) Yann LeCun et al.   NATURE

Fusion of airborne laserscanning point clouds and images for supervised and unsupervised scene classification

(2013) Markus Gerke et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

YAGO2: A spatially and temporally enhanced knowledge base from Wikipedia

(2012) Johannes Hoffart et al.   ARTIFICIAL INTELLIGENCE

Automatic landslide detection from remote-sensing imagery using a scene classification method based on BoVW and pLSA

(2012) Gong Cheng et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Object based image analysis for remote sensing

(2009) T. Blaschke   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING