An Efficient and Robust Integrated Geospatial Object Detection Framework for High Spatial Resolution Remote Sensing Imagery

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

(2017) Shaoqing Ren et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Semantic Annotation of High-Resolution Satellite Images via Weakly Supervised Learning

(2016) Xiwen Yao et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Dirichlet-Derived Multiple Topic Scene Classification Model for High Spatial Resolution Remote Sensing Imagery

(2016) Bei Zhao et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Learning Rotation-Invariant Convolutional Neural Networks for Object Detection in VHR Optical Remote Sensing Images

(2016) Gong Cheng et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Weakly Supervised Learning Based on Coupled Convolutional Neural Networks for Aircraft Detection

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

Region-Based Convolutional Networks for Accurate Object Detection and Segmentation

(2016) Ross Girshick et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Scene classification based on a hierarchical convolutional sparse auto-encoder for high spatial resolution imagery

(2016) Xiaobing Han et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

A survey on object detection in optical remote sensing images

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

Rotation-Invariant Object Detection in High-Resolution Satellite Imagery Using Superpixel-Based Deep Hough Forests

(2015) Yongtao Yu et al.   IEEE Geoscience and Remote Sensing Letters

Weakly Supervised Learning for Target Detection in Remote Sensing Images

(2015) Dingwen Zhang et al.   IEEE Geoscience and Remote Sensing Letters

Unsupervised Feature Learning Via Spectral Clustering of Multidimensional Patches for Remotely Sensed Scene Classification

(2015) Fan Hu et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

A Sparse Representation-Based Binary Hypothesis Model for Target Detection in Hyperspectral Images

(2015) Yuxiang Zhang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Object Detection in Optical Remote Sensing Images Based on Weakly Supervised Learning and High-Level Feature Learning

(2015) Junwei Han et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition

(2015) Kaiming He et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Deep learning

(2015) Yann LeCun et al.   NATURE

Transferring Deep Convolutional Neural Networks for the Scene Classification of High-Resolution Remote Sensing Imagery

(2015) Fan Hu et al.   Remote Sensing

VHR Object Detection Based on Structural Feature Extraction and Query Expansion

(2014) Xiao Bai et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Efficient, simultaneous detection of multi-class geospatial targets based on visual saliency modeling and discriminative learning of sparse coding

(2014) Junwei Han et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Multi-class geospatial object detection and geographic image classification based on collection of part detectors

(2014) Gong Cheng et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Airplane detection based on rotation invariant and sparse coding in remote sensing images

(2014) Liu Liu et al.   OPTIK

A New Method on Inshore Ship Detection in High-Resolution Satellite Images Using Shape and Context Information

(2013) Ge Liu et al.   IEEE Geoscience and Remote Sensing Letters

Unsupervised Feature Learning for Aerial Scene Classification

(2013) Anil M. Cheriyadat   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Selective Search for Object Recognition

(2013) J. R. R. Uijlings et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Object detection in remote sensing imagery using a discriminatively trained mixture model

(2013) Gong Cheng et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Geographic Object-Based Image Analysis – Towards a new paradigm

(2013) Thomas Blaschke et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Automatic Detection and Segmentation of Orchards Using Very High Resolution Imagery

(2012) Selim Aksoy et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Automatic Target Detection in High-Resolution Remote Sensing Images Using Spatial Sparse Coding Bag-of-Words Model

(2011) Hao Sun et al.   IEEE Geoscience and Remote Sensing Letters

Rotation-Invariant Object Detection of Remotely Sensed Images Based on Texton Forest and Hough Voting

(2011) Zhen Lei et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Automated Vehicle Extraction and Speed Determination From QuickBird Satellite Images

(2010) Wen Liu et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Object Classification of Aerial Images With Bag-of-Visual Words

(2009) Sheng Xu et al.   IEEE Geoscience and Remote Sensing Letters

Object based image analysis for remote sensing

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

On-line boosting-based car detection from aerial images

(2008) Helmut Grabner et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Classification-based vehicle detection in high-resolution satellite images

(2008) Line Eikvil et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

An object-based change detection method accounting for temporal dependences in time series with medium to coarse spatial resolution

(2008) Sophie Bontemps et al.   REMOTE SENSING OF ENVIRONMENT