Knowledge-Driven GeoAI: Integrating Spatial Knowledge into Multi-Scale Deep Learning for Mars Crater Detection

Transferable instance segmentation of dwellings in a refugee camp - integrating CNN and OBIA

(2020) Omid Ghorbanzadeh et al.   European Journal of Remote Sensing

Automated crater detection with human level performance

(2020) Christopher Lee et al.   COMPUTERS & GEOSCIENCES

Bayesian network-based extraction of lunar impact craters from optical images and DEM data

(2019) Juntao Yang et al.   ADVANCES IN SPACE RESEARCH

Automated Crater Detection Algorithms from a Machine Learning Perspective in the Convolutional Neural Network Era

(2019) D.M. DeLatte et al.   ADVANCES IN SPACE RESEARCH

Automated crater detection on Mars using deep learning

(2019) Christopher Lee   PLANETARY AND SPACE SCIENCE

Crater Detection Using Unsupervised Algorithms and Convolutional Neural Networks

(2019) Ebrahim Emami et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

CraterIDNet: An End-to-End Fully Convolutional Neural Network for Crater Detection and Identification in Remotely Sensed Planetary Images

(2018) Hao Wang et al.   Remote Sensing

Lunar crater identification via deep learning

(2018) Ari Silburt et al.   ICARUS

Automated terrain feature identification from remote sensing imagery: a deep learning approach

(2018) Wenwen Li et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

Scale-aware Fast R-CNN for Pedestrian Detection

(2017) Jianan Li et al.   IEEE TRANSACTIONS ON MULTIMEDIA

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

Silica deposits on Mars with features resembling hot spring biosignatures at El Tatio in Chile

(2016) Steven W. Ruff et al.   Nature Communications

Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition

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

Transient liquid water and water activity at Gale crater on Mars

(2015) F. Javier Martín-Torres et al.   Nature Geoscience

A machine learning approach to crater detection from topographic data

(2014) Kaichang Di et al.   ADVANCES IN SPACE RESEARCH

A new approach based on crater detection and matching for visual navigation in planetary landing

(2013) Meng Yu et al.   ADVANCES IN SPACE RESEARCH

A new global database of Mars impact craters ≥1 km: 1. Database creation, properties, and parameters

(2012) Stuart J. Robbins et al.   JOURNAL OF GEOPHYSICAL RESEARCH

Recent high-latitude resurfacing by a climate-related latitude-dependent mantle: Constraining age of emplacement from counts of small craters

(2012) Samuel C. Schon et al.   PLANETARY AND SPACE SCIENCE

Mosaicking of global planetary image datasets: 1. Techniques and data processing for Thermal Emission Imaging System (THEMIS) multi-spectral data

(2011) C. S. Edwards et al.   JOURNAL OF GEOPHYSICAL RESEARCH

Fast Normalized Cross-Correlation

(2009) Jae-Chern Yoo et al.   CIRCUITS SYSTEMS AND SIGNAL PROCESSING

Machine cataloging of impact craters on Mars

(2009) Tomasz F. Stepinski et al.   ICARUS

The Pascal Visual Object Classes (VOC) Challenge

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