Automatic extraction of road intersection points from USGS historical map series using deep convolutional neural networks

SR-POD: Sample rotation based on principal-axis orientation distribution for data augmentation in deep object detection

(2018) Yue Xi et al.   Cognitive Systems Research

Fine-tuning Convolutional Neural Networks for Fine Art Classification

(2018) Eva Cetinic et al.   EXPERT SYSTEMS WITH APPLICATIONS

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

Scene classification of remote sensing image based on deep network and multi-scale features fusion

(2018) Zhou Yang et al.   OPTIK

The Use of Three-Dimensional Convolutional Neural Networks to Interpret LiDAR for Forest Inventory

(2018) Elias Ayrey 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

Strengths and weaknesses of deep learning models for face recognition against image degradations

(2018) Klemen Grm et al.   IET Biometrics

Residential scene classification for gridded population sampling in developing countries using deep convolutional neural networks on satellite imagery

(2018) Robert F. Chew et al.   International Journal of Health Geographics

Map Archive Mining: Visual-Analytical Approaches to Explore Large Historical Map Collections

(2018) Johannes Uhl et al.   ISPRS International Journal of Geo-Information

Vibration-based cable condition assessment: A novel application of neural networks

(2018) Seyed Ehsan Haji Agha Mohammad Zarbaf et al.   ENGINEERING STRUCTURES

Toward Fast and Accurate Vehicle Detection in Aerial Images Using Coupled Region-Based Convolutional Neural Networks

(2017) Zhipeng Deng et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Deep Convolutional Neural Networks and Data Augmentation for Environmental Sound Classification

(2017) Justin Salamon et al.   IEEE SIGNAL PROCESSING LETTERS

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

Comprehensive survey of deep learning in remote sensing: theories, tools, and challenges for the community

(2017) John E. Ball et al.   Journal of Applied Remote Sensing

Data augmentation for face recognition

(2017) Jiang-Jing Lv et al.   NEUROCOMPUTING

Deep Learning Earth Observation Classification Using ImageNet Pretrained Networks

(2016) Dimitrios Marmanis et al.   IEEE Geoscience and Remote Sensing Letters

Road network extraction: a neural-dynamic framework based on deep learning and a finite state machine

(2015) Jun Wang et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Multifractal to monofractal evolution of the London street network

(2015) Roberto Murcio et al.   PHYSICAL REVIEW E

Selective Search for Object Recognition

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

Measuring the Objectness of Image Windows

(2012) B. Alexe et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Color-to-Grayscale: Does the Method Matter in Image Recognition?

(2012) Christopher Kanan et al.   PLoS One

Automatic Feature Extraction and Text Recognition From Scanned Topographic Maps

(2011) A. Pezeshk et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

The Pascal Visual Object Classes (VOC) Challenge

(2009) Mark Everingham et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Automatic and Accurate Extraction of Road Intersections from Raster Maps

(2008) Yao-Yi Chiang et al.   GEOINFORMATICA