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GeoAI for Large-Scale Image Analysis and Machine Vision: Recent Progress of Artificial Intelligence in Geography

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

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Multilabel classification of remote sensed satellite imagery

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Tracking and Object Classification for Automated Surveillance

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Self-supervised Monocular Depth Estimation: Solving the Dynamic Object Problem by Semantic Guidance

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Arbitrary-Oriented Object Detection with Circular Smooth Label

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Task-Driven Super Resolution: Object Detection in Low-Resolution Images

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Learning a Deep Convolutional Network for Image Super-Resolution

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TECA: Petascale Pattern Recognition for Climate Science

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U-Net: Convolutional Networks for Biomedical Image Segmentation

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Deep Learning the City: Quantifying Urban Perception at a Global Scale

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Accelerating the Super-Resolution Convolutional Neural Network

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Probabilistic Earthquake Location in 3D and Layered Models

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Importance of Remote Sensing and Land Change Modeling for Urbanization Studies

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Detection and Prediction of Land Use and Land Cover Changes Using Deep Learning

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GeoAI and the Future of Spatial Analytics

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Wildland Fire Spread Modeling Using Convolutional Neural Networks

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Toward critical spatial thinking in the social sciences and humanities

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Weakly supervised target detection in remote sensing images based on transferred deep features and negative bootstrapping

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Semantic segmentation of citrus-orchard using deep neural networks and multispectral UAV-based imagery

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Putting Objects in Perspective

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Deep Feature Learning Architectures for Daily Reservoir Inflow Forecasting

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Change detection techniques for remote sensing applications: a survey

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Design and implementation of an expert system for updating thematic maps using satellite imagery (case study: changes of Lake Urmia)

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Wildfire Susceptibility Assessment in Southern China: A Comparison of Multiple Methods

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Emerging Big Data Sources for Public Transport Planning: A Systematic Review on Current State of Art and Future Research Directions

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D-SRGAN: DEM Super-Resolution with Generative Adversarial Networks

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Horizontal dispersion of floatable particles in the vicinity of velocity singularities such as convergences

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Monitoring land-cover change by principal component analysis of multitemporal landsat data

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The dynamics of enstrophy transfer in two-dimensional hydrodynamics

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Improving resolution by image registration

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Improved resolution from subpixel shifted pictures

inferredcites →https://doi.org/10.1016/b978-0-08-024059-6.50016-4openalex-snapshot

COMPUTER IMAGE CORPORATION

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Eye Tracking in Human-Computer Interaction and Usability Research

inferredcites →https://doi.org/10.1016/j.apgeog.2015.07.010openalex-snapshot

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inferredcites →https://doi.org/10.1016/j.apm.2020.11.030openalex-snapshot

Parameter estimation of fire propagation models using level set methods

inferredcites →https://doi.org/10.1016/j.buildenv.2018.02.042openalex-snapshot

Mapping sky, tree, and building view factors of street canyons in a high-density urban environment

inferredcites →https://doi.org/10.1016/j.camwa.2008.10.089openalex-snapshot

Modeling wildland fire propagation with level set methods

inferredcites →https://doi.org/10.1016/j.compenvurbsys.2018.05.005openalex-snapshot

Representing place locales using scene elements

inferredcites →https://doi.org/10.1016/j.compenvurbsys.2020.101478openalex-snapshot

Uncovering inconspicuous places using social media check-ins and street view images

inferredcites →https://doi.org/10.1016/j.compenvurbsys.2021.101715openalex-snapshot

GeoAI in terrain analysis: Enabling multi-source deep learning and data fusion for natural feature detection

inferredcites →https://doi.org/10.1016/j.cviu.2004.02.003openalex-snapshot

Temporal spatio-velocity transform and its application to tracking and interaction

inferredcites →https://doi.org/10.1016/j.cviu.2006.01.001openalex-snapshot

Multispectral image data fusion using POCS and super-resolution

inferredcites →https://doi.org/10.1016/j.dsr.2017.02.006openalex-snapshot

The influence of Gulf Stream eddies and meanders on near-surface chlorophyll

inferredcites →https://doi.org/10.1016/j.enbuild.2014.10.001openalex-snapshot

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inferredcites →https://doi.org/10.1016/j.engappai.2018.03.001openalex-snapshot

An optimum multi-level image thresholding segmentation using non-local means 2D histogram and exponential Kbest gravitational search algorithm

inferredcites →https://doi.org/10.1016/j.enpol.2006.01.032openalex-snapshot

Linking extreme climate events and economic impacts: Examples from the Swiss Alps

inferredcites →https://doi.org/10.1016/j.envint.2017.07.009openalex-snapshot

Health impact modelling of different travel patterns on physical activity, air pollution and road injuries for São Paulo, Brazil

inferredcites →https://doi.org/10.1016/j.eqrea.2021.100008openalex-snapshot

A multi-channel approach for automatic microseismic event association using RANSAC-based Arrival Time Event Clustering (RATEC)

inferredcites →https://doi.org/10.1016/j.eswa.2014.09.049openalex-snapshot

Modified artificial bee colony based computationally efficient multilevel thresholding for satellite image segmentation using Kapur’s, Otsu and Tsallis functions

inferredcites →https://doi.org/10.1016/j.eswa.2021.116087openalex-snapshot

Structural similarity index (SSIM) revisited: A data-driven approach

inferredcites →https://doi.org/10.1016/j.healthplace.2010.08.007openalex-snapshot

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inferredcites →https://doi.org/10.1016/j.inffus.2018.09.006openalex-snapshot

Deep learning with multi-scale feature fusion in remote sensing for automatic oceanic eddy detection

inferredcites →https://doi.org/10.1016/j.inffus.2021.09.005openalex-snapshot

Real-world single image super-resolution: A brief review

inferredcites →https://doi.org/10.1016/j.infrared.2016.12.010openalex-snapshot

Classification of visible and infrared hyperspectral images based on image segmentation and edge-preserving filtering

inferredcites →https://doi.org/10.1016/j.isprsjprs.2006.09.011openalex-snapshot

Theme issue: “Airborne and spaceborne traffic monitoring”

inferredcites →https://doi.org/10.1016/j.isprsjprs.2016.06.001openalex-snapshot

A methodology for near real-time change detection between Unmanned Aerial Vehicle and wide area satellite images

inferredcites →https://doi.org/10.1016/j.isprsjprs.2018.02.014openalex-snapshot

Multi-class geospatial object detection based on a position-sensitive balancing framework for high spatial resolution remote sensing imagery

inferredcites →https://doi.org/10.1016/j.isprsjprs.2019.01.013openalex-snapshot

Height estimation from single aerial images using a deep convolutional encoder-decoder network

inferredcites →https://doi.org/10.1016/j.isprsjprs.2019.04.017openalex-snapshot

Social sensing from street-level imagery: A case study in learning spatio-temporal urban mobility patterns

inferredcites →https://doi.org/10.1016/j.isprsjprs.2019.11.023openalex-snapshot

Object detection in optical remote sensing images: A survey and a new benchmark

inferredcites →https://doi.org/10.1016/j.isprsjprs.2020.01.025openalex-snapshot

Rotation-aware and multi-scale convolutional neural network for object detection in remote sensing images

inferredcites →https://doi.org/10.1016/j.jhydrol.2003.11.011openalex-snapshot

Development of a precipitation nowcasting algorithm based upon optical flow techniques

inferredcites →https://doi.org/10.1016/j.jhydrol.2015.11.011openalex-snapshot

Daily reservoir inflow forecasting using multiscale deep feature learning with hybrid models

inferredcites →https://doi.org/10.1016/j.landurbplan.2017.08.011openalex-snapshot

Quantifying the shade provision of street trees in urban landscape: A case study in Boston, USA, using Google Street View

inferredcites →https://doi.org/10.1016/j.landurbplan.2018.08.020openalex-snapshot

Measuring human perceptions of a large-scale urban region using machine learning

inferredcites →https://doi.org/10.1016/j.mcm.2009.10.031openalex-snapshot

Drought forecasting based on the remote sensing data using ARIMA models

inferredcites →https://doi.org/10.1016/j.neucom.2017.12.070openalex-snapshot

Cascade region proposal and global context for deep object detection

inferredcites →https://doi.org/10.1016/j.neucom.2019.05.024openalex-snapshot

Graph convolutional network for multi-label VHR remote sensing scene recognition

inferredcites →https://doi.org/10.1016/j.neucom.2021.01.058openalex-snapshot

Rotation adaptive correlation filter for moving object tracking in satellite videos

inferredcites →https://doi.org/10.1016/j.neunet.2021.04.006openalex-snapshot

Emulation of wildland fire spread simulation using deep learning

inferredcites →https://doi.org/10.1016/j.oceaneng.2004.12.005openalex-snapshot

Remotely sensing in detecting the water depths and bed load of shallow waters and their changes

inferredcites →https://doi.org/10.1016/j.pepi.2019.05.004openalex-snapshot

Deep learning for seismic phase detection and picking in the aftershock zone of 2008 Mw7.9 Wenchuan Earthquake

inferredcites →https://doi.org/10.1016/j.physd.2019.132306openalex-snapshot

Fundamentals of Recurrent Neural Network (RNN) and Long Short-Term Memory (LSTM) network

inferredcites →https://doi.org/10.1016/j.pocean.2008.10.013openalex-snapshot

Mesoscale eddies off Peru in altimeter records: Identification algorithms and eddy spatio-temporal patterns

inferredcites →https://doi.org/10.1016/j.pocean.2011.01.002openalex-snapshot

Global observations of nonlinear mesoscale eddies

inferredcites →https://doi.org/10.1016/j.procs.2015.05.388openalex-snapshot

An Improved Cellular Automata for Wildfire Spread

inferredcites →https://doi.org/10.1016/j.procs.2017.09.100openalex-snapshot

A Grey Wolf Optimizer Based Automatic Clustering Algorithm for Satellite Image Segmentation

inferredcites →https://doi.org/10.1016/j.proeng.2015.06.057openalex-snapshot

Refugee Situation Awareness: Camps and Beyond

inferredcites →https://doi.org/10.1016/j.rse.2016.03.024openalex-snapshot

Seasonal stability of chlorophyll fluorescence quantified from airborne hyperspectral imagery as an indicator of net photosynthesis in the context of precision agriculture

inferredcites →https://doi.org/10.1016/j.rse.2020.111795openalex-snapshot

Water-related ecosystems' mapping and assessment based on remote sensing techniques and geospatial analysis: The SWOS national service case of the Greek Ramsar sites and their catchments

inferredcites →https://doi.org/10.1016/j.scs.2020.102664openalex-snapshot

The distribution of greenspace quantity and quality and their association with neighbourhood socioeconomic conditions in Guangzhou, China: A new approach using deep learning method and street view images

inferredcites →https://doi.org/10.1016/j.scs.2022.103799openalex-snapshot

The effect of extremely low sky view factor on land surface temperatures in urban residential areas

inferredcites →https://doi.org/10.1016/j.spasta.2022.100601openalex-snapshot

On the importance of thinking locally for statistics and society

inferredcites →https://doi.org/10.1016/j.trc.2012.09.009openalex-snapshot

Understanding individual mobility patterns from urban sensing data: A mobile phone trace example

inferredcites →https://doi.org/10.1016/j.uclim.2018.05.004openalex-snapshot

Sky View Factor footprints for urban climate modeling

inferredcites →https://doi.org/10.1016/s0031-3203(96)00107-0openalex-snapshot

Automatic video indexing via object motion analysis

inferredcites →https://doi.org/10.1016/s1462-9011(00)00083-6openalex-snapshot

The potential and promise of physics-based wildfire simulation

inferredcites →https://doi.org/10.1023/a:1011139631724openalex-snapshot

Modeling the Shape of the Scene: A Holistic Representation of the Spatial Envelope

inferredcites →https://doi.org/10.1023/a:1011174803800openalex-snapshot

Contour and Texture Analysis for Image Segmentation

inferredcites →https://doi.org/10.1023/a:1014573219977openalex-snapshot

A Taxonomy and Evaluation of Dense Two-Frame Stereo Correspondence Algorithms

inferredcites →https://doi.org/10.1029/2004gl020974openalex-snapshot

Divergent pathways of cyclonic and anti‐cyclonic ocean eddies

inferredcites →https://doi.org/10.1029/2006jc003952openalex-snapshot

Tracking coherent structures in a regional ocean model with wavelet analysis: Application to Cape Basin eddies

inferredcites →https://doi.org/10.1029/2007gl030812openalex-snapshot

Global observations of large oceanic eddies

inferredcites →https://doi.org/10.1029/2017jb015251openalex-snapshot

P Wave Arrival Picking and First‐Motion Polarity Determination With Deep Learning

inferredcites →https://doi.org/10.1029/2018ea000475openalex-snapshot

Evaluation of Four Sky View Factor Algorithms Using Digital Surface and Elevation Model Data

inferredcites →https://doi.org/10.1029/2018jb016674openalex-snapshot

PhaseLink: A Deep Learning Approach to Seismic Phase Association

inferredcites →https://doi.org/10.1029/2020ms002203openalex-snapshot

WeatherBench: A Benchmark Data Set for Data‐Driven Weather Forecasting

inferredcites →https://doi.org/10.1029/2021jb023283openalex-snapshot

An End‐To‐End Earthquake Detection Method for Joint Phase Picking and Association Using Deep Learning

inferredcites →https://doi.org/10.1038/nature06958openalex-snapshot

Understanding individual human mobility patterns

inferredcites →https://doi.org/10.1038/nature14539openalex-snapshot

Deep learning

inferredcites →https://doi.org/10.1038/nature14956openalex-snapshot

The quiet revolution of numerical weather prediction

inferredcites →https://doi.org/10.1038/ngeo1863openalex-snapshot

Imprint of Southern Ocean eddies on winds, clouds and rainfall

inferredcites →https://doi.org/10.1038/s41467-020-17591-wopenalex-snapshot

Earthquake transformer—an attentive deep-learning model for simultaneous earthquake detection and phase picking

inferredcites →https://doi.org/10.1038/s41467-020-20779-9openalex-snapshot

Deep learning to infer eddy heat fluxes from sea surface height patterns of mesoscale turbulence

inferredcites →https://doi.org/10.1038/s41586-019-0912-1openalex-snapshot

Deep learning and process understanding for data-driven Earth system science

inferredcites →https://doi.org/10.1038/s41598-018-19728-wopenalex-snapshot

High-resolution seismic event detection using local similarity for Large-N arrays

inferredcites →https://doi.org/10.1038/s41598-019-47148-xopenalex-snapshot

Optimization of Molecules via Deep Reinforcement Learning

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Economic footprint of California wildfires in 2018

inferredcites →https://doi.org/10.1068/b2665openalex-snapshot

Raster Analysis of Urban Form

inferredcites →https://doi.org/10.1071/wf06147openalex-snapshot

Efficient simulation of wildfire spread on an irregular grid

inferredcites →https://doi.org/10.1073/pnas.1619003114openalex-snapshot

Computer vision uncovers predictors of physical urban change

inferredcites →https://doi.org/10.1073/pnas.1700035114openalex-snapshot

Using deep learning and Google Street View to estimate the demographic makeup of neighborhoods across the United States

inferredcites →https://doi.org/10.1073/pnas.1718942115openalex-snapshot

Solving high-dimensional partial differential equations using deep learning

inferredcites →https://doi.org/10.1073/pnas.1803294115openalex-snapshot

Deep learning improves prediction of drug–drug and drug–food interactions

inferredcites →https://doi.org/10.1073/pnas.2015759118openalex-snapshot

Replication across space and time must be weak in the social and environmental sciences

inferredcites →https://doi.org/10.1080/00045608.2015.1018773openalex-snapshot

Social Sensing: A New Approach to Understanding Our Socioeconomic Environments

inferredcites →https://doi.org/10.1080/01431160010006430openalex-snapshot

ENSO drought onset prediction in northeast Brazil using NDVI

inferredcites →https://doi.org/10.1080/0143116031000115328openalex-snapshot

Using MODIS Land Surface Temperature and Normalized Difference Vegetation Index products for monitoring drought in the southern Great Plains, USA

inferredcites →https://doi.org/10.1080/01431161.2016.1148284openalex-snapshot

A new change-detection method in high-resolution remote sensing images based on a conditional random field model

inferredcites →https://doi.org/10.1080/01431161.2017.1343512openalex-snapshot

Predicting the spectral information of future land cover using machine learning

inferredcites →https://doi.org/10.1080/01431168908903939openalex-snapshot

Review Article Digital change detection techniques using remotely-sensed data

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The Evaluative Image of the City

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Predicting default probabilities in emerging markets by new conic generalized partial linear models and their optimization

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The calculation of view factors from fisheye‐lens photographs: Research note

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Semantic segmentation of land cover from high resolution multispectral satellite images by spectral-spatial convolutional neural network

inferredcites →https://doi.org/10.1080/10824000609480624openalex-snapshot

Improved IBP for Super-resolving Remote Sensing Images

inferredcites →https://doi.org/10.1080/10962247.2017.1401017openalex-snapshot

Changes in extreme events and the potential impacts on human health

inferredcites →https://doi.org/10.1080/13574800802451155openalex-snapshot

Measuring the Unmeasurable: Urban Design Qualities Related to Walkability

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Semantic similarity measurement based on knowledge mining: an artificial neural net approach

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

inferredcites →https://doi.org/10.1080/13658816.2019.1673397openalex-snapshot

Real-time GIS for smart cities

inferredcites →https://doi.org/10.1080/13658816.2019.1684500openalex-snapshot

GeoAI: spatially explicit artificial intelligence techniques for geographic knowledge discovery and beyond

inferredcites →https://doi.org/10.1080/13658816.2021.1871618openalex-snapshot

A geographically weighted artificial neural network

inferredcites →https://doi.org/10.1080/15230406.2016.1230027openalex-snapshot

Automated extraction of hydrographically corrected contours for the conterminous United States: the US Geological Survey US Topo product

inferredcites →https://doi.org/10.1080/19475683.2020.1791954openalex-snapshot

A review of urban physical environment sensing using street view imagery in public health studies

inferredcites →https://doi.org/10.1080/20964471.2021.1886391openalex-snapshot

An Interactive platform for low-cost 3D building modeling from VGI data using convolutional neural network

inferredcites →https://doi.org/10.1080/2150704x.2018.1492172openalex-snapshot

Change detection based on Faster R-CNN for high-resolution remote sensing images

inferredcites →https://doi.org/10.1080/2150704x.2019.1601277openalex-snapshot

CNN-based estimation of pre- and post-earthquake height models from single optical images for identification of collapsed buildings

inferredcites →https://doi.org/10.1080/24694452.2021.1877527openalex-snapshot

Tobler’s First Law in GeoAI: A Spatially Explicit Deep Learning Model for Terrain Feature Detection under Weak Supervision

inferredcites →https://doi.org/10.1086/210356openalex-snapshot

Systematic Social Observation of Public Spaces: A New Look at Disorder in Urban Neighborhoods

inferredcites →https://doi.org/10.1093/comjnl/bxm075openalex-snapshot

Super-Resolution in Medical Imaging

inferredcites →https://doi.org/10.1093/gji/ggu466openalex-snapshot

An effective method for small event detection: match and locate (M&L)

inferredcites →https://doi.org/10.1093/gji/ggy423openalex-snapshot

PhaseNet: A Deep-Neural-Network-Based Seismic Arrival Time Picking Method

inferredcites →https://doi.org/10.1093/mnras/stx1665openalex-snapshot

CMU DeepLens: deep learning for automatic image-based galaxy–galaxy strong lens finding

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Resolving motion correspondence for densely moving points

inferredcites →https://doi.org/10.1109/36.7708openalex-snapshot

A statistical and geometrical edge detector for SAR images

inferredcites →https://doi.org/10.1109/5.726791openalex-snapshot

Gradient-based learning applied to document recognition

inferredcites →https://doi.org/10.1109/83.503915openalex-snapshot

Extraction of high-resolution frames from video sequences

inferredcites →https://doi.org/10.1109/83.748893openalex-snapshot

Superresolution restoration of an image sequence: adaptive filtering approach

inferredcites →https://doi.org/10.1109/83.923289openalex-snapshot

Perceptually uniform color spaces for color texture analysis: an empirical evaluation

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Adaptive Change Detection With Significance Test

inferredcites →https://doi.org/10.1109/access.2019.2917952openalex-snapshot

DenseU-Net-Based Semantic Segmentation of Small Objects in Urban Remote Sensing Images

inferredcites →https://doi.org/10.1109/access.2019.2921315openalex-snapshot

Remote Sensing Target Tracking in UAV Aerial Video Based on Saliency Enhanced MDnet

inferredcites →https://doi.org/10.1109/access.2021.3116380openalex-snapshot

D-Net: A Generalised and Optimised Deep Network for Monocular Depth Estimation

inferredcites →https://doi.org/10.1109/bigdata.2018.8621865openalex-snapshot

YOLO-LITE: A Real-Time Object Detection Algorithm Optimized for Non-GPU Computers

inferredcites →https://doi.org/10.1109/bigdata47090.2019.9005568openalex-snapshot

Application of Multi-channel 3D-cube Successive Convolution Network for Convective Storm Nowcasting

inferredcites →https://doi.org/10.1109/cvpr.1994.323833openalex-snapshot

Overcomplete steerable pyramid filters and rotation invariance

inferredcites →https://doi.org/10.1109/cvpr.2005.16openalex-snapshot

A Bayesian Hierarchical Model for Learning Natural Scene Categories

inferredcites →https://doi.org/10.1109/cvpr.2005.177openalex-snapshot

Histograms of Oriented Gradients for Human Detection

inferredcites →https://doi.org/10.1109/cvpr.2009.5206848openalex-snapshot

ImageNet: A large-scale hierarchical image database

inferredcites →https://doi.org/10.1109/cvpr.2010.5539823openalex-snapshot

Single image depth estimation from predicted semantic labels

inferredcites →https://doi.org/10.1109/cvpr.2014.19openalex-snapshot

Pulling Things out of Perspective

inferredcites →https://doi.org/10.1109/cvpr.2015.7298965openalex-snapshot

Fully convolutional networks for semantic segmentation

inferredcites →https://doi.org/10.1109/cvpr.2016.182openalex-snapshot

Accurate Image Super-Resolution Using Very Deep Convolutional Networks

inferredcites →https://doi.org/10.1109/cvpr.2016.90openalex-snapshot

Deep Residual Learning for Image Recognition

inferredcites →https://doi.org/10.1109/cvpr.2016.91openalex-snapshot

You Only Look Once: Unified, Real-Time Object Detection

inferredcites →https://doi.org/10.1109/cvpr.2017.106openalex-snapshot

Feature Pyramid Networks for Object Detection

inferredcites →https://doi.org/10.1109/cvpr.2017.19openalex-snapshot

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network

inferredcites →https://doi.org/10.1109/cvpr.2017.243openalex-snapshot

Densely Connected Convolutional Networks

inferredcites →https://doi.org/10.1109/cvpr.2017.618openalex-snapshot

Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution

inferredcites →https://doi.org/10.1109/cvpr.2017.660openalex-snapshot

Pyramid Scene Parsing Network

inferredcites →https://doi.org/10.1109/cvpr.2017.690openalex-snapshot

YOLO9000: Better, Faster, Stronger

inferredcites →https://doi.org/10.1109/cvpr.2018.00266openalex-snapshot

Unsupervised Sparse Dirichlet-Net for Hyperspectral Image Super-Resolution

inferredcites →https://doi.org/10.1109/cvpr.2018.00442openalex-snapshot

Single-Shot Refinement Neural Network for Object Detection

inferredcites →https://doi.org/10.1109/cvpr.2018.00780openalex-snapshot

Learning to Adapt Structured Output Space for Semantic Segmentation

inferredcites →https://doi.org/10.1109/cvpr.2019.00296openalex-snapshot

Learning RoI Transformer for Oriented Object Detection in Aerial Images

inferredcites →https://doi.org/10.1109/cvpr.2019.00623openalex-snapshot

Multi-Source Weak Supervision for Saliency Detection

inferredcites →https://doi.org/10.1109/cvpr.2019.00937openalex-snapshot

Memory in Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity From Spatiotemporal Dynamics

inferredcites →https://doi.org/10.1109/cvpr.2019.01193openalex-snapshot

Hyperspectral Image Super-Resolution With Optimized RGB Guidance

inferredcites →https://doi.org/10.1109/cvpr42600.2020.00939openalex-snapshot

Cars Can’t Fly Up in the Sky: Improving Urban-Scene Segmentation via Height-Driven Attention Networks

inferredcites →https://doi.org/10.1109/cvpr42600.2020.01061openalex-snapshot

Instance-Aware, Context-Focused, and Memory-Efficient Weakly Supervised Object Detection

inferredcites →https://doi.org/10.1109/cvpr42600.2020.01249openalex-snapshot

Panoptic-DeepLab: A Simple, Strong, and Fast Baseline for Bottom-Up Panoptic Segmentation

inferredcites →https://doi.org/10.1109/cvpr46437.2021.00281openalex-snapshot

ReDet: A Rotation-equivariant Detector for Aerial Object Detection

showing the first 200 of 380

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Applications of Deep Learning for European Crop-Type Classification Through Satellite Image Data

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Verfügbarkeit, Qualität und Informationsgehalt von Geodaten für eine Fließweganalyse im Kontext Starkregen im ländlich geprägten Raum

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GeoAI: Exploring Trends and Potential Applications

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Artificial Intelligence in Landscape Ecology: Recent Advances, Perspectives, and Opportunities

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Towards Responsible Urban Geospatial AI: Insights From the White and Grey Literatures

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Evolving Thematic Map Design in Chinese- and English-Language Academic Cartography: A Three-Decade Data-Driven Study

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Geo blockchain intelligence risk assessment for extreme weather prediction in the era of internet of spatial big data computing

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AI-FEED: Prototyping an AI-Powered Platform for the Food Charity Ecosystem

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Integration of Remote Sensing, Big Data, and GeoAI

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Getting Started in Big Data Remote Sensing

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Web based geospatial artificial intelligence for earth resource management toward climate change adaption

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An ensemble framework for explainable geospatial machine learning models

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Mass-Balance-Consistent Geological Stock Accounting: A New Approach toward Sustainable Management of Mineral Resources

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Artificial Intelligence in Earth Science: A GeoAI Perspective

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Predicting water quality index using stacked ensemble regression and SHAP based explainable artificial intelligence

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Responsible AI for Cities: A Case Study of GeoAI in African Informal Settlements

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Historical GeoAI: The Promise of Unlocking Analog Spatial Data

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Adopting GPU computing to support DL-based Earth science applications

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GeoAI Reproducibility and Replicability: A Computational and Spatial Perspective

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DMSE-YOLO: a directional and multi-scale feature enhancement network for remote sensing images

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StarCraftImage: A Dataset For Prototyping Spatial Reasoning Methods For Multi-Agent Environments

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Categorization and Interpretation of Satellite Image Scenes Employing AI Approaches

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A Multiscale Vision Transformer-Based Multimodal GeoAI Model for Mapping Arctic Permafrost Thaw

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When Machine Learning Meets Geospatial Data: A Comprehensive GeoAI Review

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Optimizing Search and Rescue Missions Using Artificial Intelligence for Automated Aerial Image Processing and Analysis

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Position-Aware Graph-CNN Fusion Network: An Integrated Approach Combining Geospatial Information and Graph Attention Network for Multiclass Change Detection

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Less Is More: A Lightweight Deep Learning Network for Remote Sensing Imagery Segmentation

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Adapting Video Foundation Models for Spatiotemporal Wildfire Forecasting via Cross-Modal Progressive Fine-Tuning

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The Impact of Environmental Exposure on the Health of Older Adults: A Review From the GIScience Perspective

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Real-time GeoAI for high-resolution mapping and segmentation of arctic permafrost features

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Towards GeoAI as a Containerized Microservice

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Reimagining standardization and geospatial interoperability in today's GeoAI culture

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Assessment of a new GeoAI foundation model for flood inundation mapping

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Models and modeling in human geography I: Classic or new, uncertainty and tradeoffs remain

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A horizon scan for novel and impactful areas of physical geography research in 2023 and beyond

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Urban AI for a sustainable built environment: Progress and future directions

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AI-Based Hybrid Deep Learning for Multiscale Red Tilapia Weight-Range Classification Using UAV Imagery

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Advancing Coastal Flood Risk Prediction Utilizing a GeoAI Approach by Considering Mangroves as an Eco-DRR Strategy

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Addressing GeoAI Governance: An Automated Gatekeeper for Building Outlines in OpenStreetMap

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Generative Artificial Intelligence in Geography: Structure and Evolution of an Emerging Field

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GeoAI-Based Land-Use Compliance Monitoring for Land Rights Administration Using Sentinel-2 and Orthophotos

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Innovative Hybrid UAV Design, Development, and Manufacture for Forest Preservation and Acoustic Surveillance

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GeoAI for Land Use Observations, Analysis, and Forecasting

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Towards an AI-Ready LADM Framework for GeoAI-Enhanced Land Administration: Semantic Mediation, Uncertainty Representation and Legal Validation

inferred← citeshttps://doi.org/10.3390/min15101023openalex-snapshot

Enhancing Geological Knowledge Engineering with Retrieval-Augmented Generation: A Case Study of the Qin–Hang Metallogenic Belt

inferred← citeshttps://doi.org/10.3390/rs16050797openalex-snapshot

Segment Anything Model Can Not Segment Anything: Assessing AI Foundation Model’s Generalizability in Permafrost Mapping

inferred← citeshttps://doi.org/10.3390/rs16203764openalex-snapshot

Advancing Arctic Sea Ice Remote Sensing with AI and Deep Learning: Opportunities and Challenges

inferred← citeshttps://doi.org/10.3390/rs17111856openalex-snapshot

Harnessing Geospatial Artificial Intelligence and Deep Learning for Landslide Inventory Mapping: Advances, Challenges, and Emerging Directions

inferred← citeshttps://doi.org/10.3390/su16135690openalex-snapshot

Optimization Strategy for the Spatiotemporal Layout of E-Bike Charging Piles from the Perspective of Sustainable Campus Planning: A Case Study of Zijingang Campus of Zhejiang University

inferred← citeshttps://doi.org/10.3390/su17073113openalex-snapshot

A Framework for Mapping Urban Spatial Evolution: Quantitative Insights from Historical GIS and Space Syntax in Xi’an

inferred← citeshttps://doi.org/10.3390/su18136838openalex-snapshot

Energy Geographies in the Age of GeoAI: Research Trends, Gaps, and Future Directions

inferred← citeshttps://doi.org/10.3390/vehicles7020045openalex-snapshot

Recent Trends in the Public Acceptance of Autonomous Vehicles: A Review

inferred← citeshttps://doi.org/10.35666/23038950.2025.51.93openalex-snapshot

Application of artificial intelligence in geomorphological surveys

inferred← citeshttps://doi.org/10.4018/978-1-6684-7702-1.ch005openalex-snapshot

AI-Enabled Spatial Intelligence

inferred← citeshttps://doi.org/10.4018/979-8-3373-2597-2.ch010openalex-snapshot

Ethical Imaginaries of Geospatial Artificial Intelligence

inferred← citeshttps://doi.org/10.4018/979-8-3373-4616-8.ch006openalex-snapshot

Geospatial AI Innovations for Effective Biodiversity and Ecosystem Management

inferred← citeshttps://doi.org/10.4018/979-8-3693-8054-3.ch001openalex-snapshot

Geospatial AI Concepts and Fundamentals

inferred← citeshttps://doi.org/10.4018/979-8-3693-8557-9.ch012openalex-snapshot

From Data to Insights

inferred← citeshttps://doi.org/10.4102/apsdpr.v13i1.956openalex-snapshot

Integrating machine vision for road condition assessment: A case of the City of Johannesburg

inferred← citeshttps://doi.org/10.51594/estj.v5i2.826openalex-snapshot

THE EVOLVING ROLE OF GEOSPATIAL INTELLIGENCE IN ENHANCING URBAN SECURITY: A REVIEW OF APPLICATIONS AND OUTCOMES

inferred← citeshttps://doi.org/10.52783/jes.3413openalex-snapshot

Automated Text Recognition and Segmentation for Historic Map Vectorization: A Mask R-CNN and UNet Approach

inferred← citeshttps://doi.org/10.5334/cstp.747openalex-snapshot

GLOBE Observer: A Case Study in Advancing Earth System Knowledge with AI-Powered Citizen Science

inferred← citeshttps://doi.org/10.53444/deubefd.1836872openalex-snapshot

Topografik Haritaları Yorumlamada Bilişsel Yetkinlik: İnsan ve Yapay Zekâ Karşılaştırması

inferred← citeshttps://doi.org/10.58606/jwgdp.1658552openalex-snapshot

Coğrafya Biliminde Yapay Zekânın Kullanım Alanları Üzerine Yapılan Çalışmaların Bibliyometrik Analizi

inferred← citeshttps://doi.org/10.5937/kongef24057sopenalex-snapshot

Artificial intelligence in geography: Pros or cons?

inferred← citeshttps://doi.org/10.5937/pnzpzs25143kopenalex-snapshot

Use of health information systems and artificial intelligence for environmental and public health protection

inferred← citeshttps://doi.org/10.61194/education.v1i2.71openalex-snapshot

Integration of Artificial Intelligence in Geography Learning: Challenges and Opportunities

inferred← citeshttps://doi.org/10.62486/latia202577openalex-snapshot

The Current Landscape of Early Warning Systems and Traditional Approaches to Disaster Detection

inferred← citeshttps://doi.org/10.62486/latia202580openalex-snapshot

AI-Powered Satellite Imagery Processing for Global Air Traffic Surveillance

inferred← citeshttps://doi.org/10.67609/0edfvm25openalex-snapshot

ПРИМЕНЕНИЕ ИСКУССТВЕННОГО ИНТЕЛЛЕКТА В ОТРАСЛЕВЫХ НАПРАВЛЕНИЯХ ГЕОГРАФИИ И ЕГО ЗНАЧЕНИЕ ДЛЯ РАЗВИТИЯ ТУРИСТИЧЕСКОЙ ИНДУСТРИИ

inferred← citeshttps://doi.org/10.7189/001c.155593openalex-snapshot

Characterizing effects of air quality in maternal, newborn and child health (CHEAQI–MNCH) in sub-Saharan Africa: a research protocol

Editorial review for independent work. ICSAC — the Institute for Complexity Science and Advanced Computing — runs a structured editorial panel for researchers publishing outside journals, and publishes on CiteStamp rails. Submission is free and goes through ORCID: icsacinstitute.org/submit.