Convolutional Neural Network for Remote-Sensing Scene Classification: Transfer Learning Analysis

Convolutional neural networks as aid in core lithofacies classification

(2019) Rafael Pires de Lima et al.   Interpretation-A Journal of Subsurface Characterization

Individual Tree-Crown Detection in RGB Imagery Using Semi-Supervised Deep Learning Neural Networks

(2019) Ben G. Weinstein et al.   Remote Sensing

Deep Transfer Learning for Few-Shot SAR Image Classification

(2019) Mohammad Rostami et al.   Remote Sensing

Deep Feature Fusion with Integration of Residual Connection and Attention Model for Classification of VHR Remote Sensing Images

(2019) Jicheng Wang et al.   Remote Sensing

Spectral mixture analysis in Google Earth Engine to model and delineate fire scars over a large extent and a long time-series in a rainforest-savanna transition zone

(2019) Gabriel Antunes Daldegan et al.   REMOTE SENSING OF ENVIRONMENT

Hyperspectral Image Classification With Deep Learning Models

(2018) Xiaofei Yang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

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

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

End-to-End Airplane Detection Using Transfer Learning in Remote Sensing Images

(2018) Zhong Chen et al.   Remote Sensing

Attention-Mechanism-Containing Neural Networks for High-Resolution Remote Sensing Image Classification

(2018) Rudong Xu et al.   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

Dermatologist-level classification of skin cancer with deep neural networks

(2017) Andre Esteva et al.   NATURE

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

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

Convolutional Neural Networks for Medical Image Analysis: Full Training or Fine Tuning?

(2016) Nima Tajbakhsh et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Retrieval of Remote Sensing Images with Pattern Spectra Descriptors

(2016) Petra Bosilj et al.   ISPRS International Journal of Geo-Information

ImageNet Large Scale Visual Recognition Challenge

(2015) Olga Russakovsky et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Dual-tree complex wavelet transform applied on color descriptors for remote-sensed images retrieval

(2015) Houria Sebai et al.   Journal of Applied Remote Sensing

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

Improved color texture descriptors for remote sensing image retrieval

(2014) Zhenfeng Shao et al.   Journal of Applied Remote Sensing

Entropy-Balanced Bitmap Tree for Shape-Based Object Retrieval From Large-Scale Satellite Imagery Databases

(2010) Grant J. Scott et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING