Learning to Classify Structures in ALS-Derived Visualizations of Ancient Maya Settlements with CNN

International evaluation of an AI system for breast cancer screening

(2020) Scott Mayer McKinney et al.   NATURE

Mapping the Topographic Features of Mining-Related Valley Fills Using Mask R-CNN Deep Learning and Digital Elevation Data

(2020) Aaron E. Maxwell et al.   Remote Sensing

Why Not a Single Image? Combining Visualizations to Facilitate Fieldwork and On-Screen Mapping

(2019) Žiga Kokalj et al.   Remote Sensing

VAT Method for Visualization of Mass Movement Features: An Alternative to Hillshaded DEM

(2019) Timotej Verbovšek et al.   Remote Sensing

Deep Transfer Learning for Image-Based Structural Damage Recognition

(2018) Yuqing Gao et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Vehicle Instance Segmentation From Aerial Image and Video Using a Multitask Learning Residual Fully Convolutional Network

(2018) Lichao Mou et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Using Deep Convolutional Neural Network Architectures for Object Classification and Detection Within X-Ray Baggage Security Imagery

(2018) Samet Akcay et al.   IEEE Transactions on Information Forensics and Security

A light and faster regional convolutional neural network for object detection in optical remote sensing images

(2018) Peng Ding et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Exploring geo-tagged photos for land cover validation with deep learning

(2018) Hanfa Xing et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Recent advances in convolutional neural networks

(2018) Jiuxiang Gu et al.   PATTERN RECOGNITION

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

(2018) Zhong Chen et al.   Remote Sensing

Geospatial Object Detection in Remote Sensing Imagery Based on Multiscale Single-Shot Detector with Activated Semantics

(2018) Shiqi Chen et al.   Remote Sensing

Deep Learning for Computer Vision: A Brief Review

(2018) Athanasios Voulodimos et al.   Computational Intelligence and Neuroscience

Using deep neural networks on airborne laser scanning data: Results from a case study of semi-automatic mapping of archaeological topography on Arran, Scotland

(2018) Øivind Due Trier et al.   Archaeological Prospection

An overview of deep learning in medical imaging focusing on MRI

(2018) Alexander Selvikvåg Lundervold et al.   Zeitschrift fur Medizinische Physik

Deep learning in remote sensing scene classification: a data augmentation enhanced convolutional neural network framework

(2017) Xingrui Yu et al.   GIScience & Remote Sensing

Training Deep Convolutional Neural Networks for Land–Cover Classification of High-Resolution Imagery

(2017) Grant J. Scott et al.   IEEE Geoscience and Remote Sensing Letters

Ship detection in optical remote sensing images based on deep convolutional neural networks

(2017) Yuan Yao et al.   Journal of Applied Remote Sensing

Deep Learning for Brain MRI Segmentation: State of the Art and Future Directions

(2017) Zeynettin Akkus et al.   JOURNAL OF DIGITAL IMAGING

Exploiting representations from pre-trained convolutional neural networks for high-resolution remote sensing image retrieval

(2017) Yun Ge et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Dermatologist-level classification of skin cancer with deep neural networks

(2017) Andre Esteva et al.   NATURE

Deep Convolutional Neural Networks for Image Classification: A Comprehensive Review

(2017) Waseem Rawat et al.   NEURAL COMPUTATION

Plant identification using deep neural networks via optimization of transfer learning parameters

(2017) Mostafa Mehdipour Ghazi et al.   NEUROCOMPUTING

Towards better exploiting convolutional neural networks for remote sensing scene classification

(2017) Keiller Nogueira et al.   PATTERN RECOGNITION

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

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

Archaeological Application of Airborne LiDAR with Object-Based Vegetation Classification and Visualization Techniques at the Lowland Maya Site of Ceibal, Guatemala

(2017) Takeshi Inomata et al.   Remote Sensing

Transfer Learning with Deep Convolutional Neural Network for SAR Target Classification with Limited Labeled Data

(2017) Zhongling Huang et al.   Remote Sensing

Automated feature extraction for prospection and analysis of monumental earthworks from aerial LiDAR in the Kingdom of Tonga

(2016) Travis Freeland et al.   JOURNAL OF ARCHAEOLOGICAL SCIENCE

Transfer Learning with Convolutional Neural Networks for Classification of Abdominal Ultrasound Images

(2016) Phillip M. Cheng et al.   JOURNAL OF DIGITAL IMAGING

Capability Assessment and Performance Metrics for the Titan Multispectral Mapping Lidar

(2016) Juan Fernandez-Diaz et al.   Remote Sensing

Deep Learning for Remote Sensing Data: A Technical Tutorial on the State of the Art

(2016) Liangpei Zhang et al.   IEEE Geoscience and Remote Sensing Magazine

ImageNet Large Scale Visual Recognition Challenge

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

The Pascal Visual Object Classes Challenge: A Retrospective

(2014) Mark Everingham et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Now You See It… Now You Don’t: Understanding Airborne Mapping LiDAR Collection and Data Product Generation for Archaeological Research in Mesoamerica

(2014) Juan Fernandez-Diaz et al.   Remote Sensing

Airborne LiDAR, archaeology, and the ancient Maya landscape at Caracol, Belize

(2010) Arlen F. Chase et al.   JOURNAL OF ARCHAEOLOGICAL SCIENCE