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Grant J. Scott

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

28

Venues

6

Active years

2004–2024

Best venue rank

C

Where they publish

Papers

28 indexed papers, newest first.

YearVenueTitleAuthors
2024IGARSSLand Valuation Using an Innovative Model Combining Machine Learning and Spatial Context.Feride Tanrikulu, Timothy L. Haithcoat, Grant J. Scott, Matthew Foulkes, Ilker Ersoy
2024IGARSSDNN Object Detection in High-Resolution Multispectral Satellite Imagery with Varied Bit-Depth and Spectral Bands.Trevor M. Bajkowski, Curt H. Davis, Grant J. Scott
2023IGARSSSemantic Segmentation of Burned Areas in Sentinel-2 Satellite Images Using Deep Learning Models.Anes Ouadou, David Huangal, J. Alex Hurt, Grant J. Scott
2023IGARSSEvaluation of a Meta-Transfer Approach for Few-Shot Remote Sensing Scene Classification.Keli Cheng, Grant J. Scott
2023IGARSSHybrid Differential Morphological Profile Enabled Faster R-Cnn For Object Detection In High-Resolution Remote Sensing Imagery.J. Alex Hurt, Curt H. Davis, Grant J. Scott
2022AMIAA Computational Respiration Factor to Detect Abnormal Respiratory Patterns Using a Hydraulic Bed Sensor for Older Adults Aging-in-place.Pallavi Gupta, Laurel Despins, David Heise, Jamal Saied-Walker, Ruhan Yi, Marjorie Skubic, Grant J. Scott
2022IJCNNEvolutionary Learning of Differential Morphological Profile Structure for Shape Feature Enabled Faster R-CNN.J. Alex Hurt, James Keller, Grant J. Scott
2022IGARSSClassification of an 8-Band Multi-Spectral Dataset Using DCNNs with Weight Initializations Derived from Pre-Trained RGB Networks.Trevor M. Bajkowski, J. Alex Hurt, Curt H. Davis, Grant J. Scott
2022IGARSSEvaluation of Road Segmentation Techniques on Visible and Infrared Low-Altitude UAS Imagery.David Huangal, Grant J. Scott, Stanton R. Price
2021IGARSSAutomatic Maasailand Boma Mapping with Deep Neural Networks.Keli Cheng, Ilinca M. Popescu, Lincoln Sheets, Grant J. Scott
2021IGARSSImproved Classification of High Resolution Remote Sensing Imagery with Differential Morphological Profile Neural Network.J. Alex Hurt, Trevor M. Bajkowski, Grant J. Scott
2020IJCNNDifferential Morphological Profile Neural Network for Object Detection in Overhead Imagery.Grant J. Scott, J. Alex Hurt, Alex Yang, Muhammad Aminul Islam, Derek T. Anderson, Curt H. Davis
2019IGARSSImproved Search and Detection of Surface-to-Air Missile Sites Using Spatial Fusion of Component Object Detections from Deep Neural Networks.Alan B. Cannaday, Curt H. Davis, Grant J. Scott
2019IGARSSComparison of Deep Learning Model Performance between Meta-Dataset Training Versus Deep Neural Ensembles.James Alex Hurt, Grant J. Scott, Curt H. Davis
2018IGARSSAggregating Deep Convolutional Neural Network Scans of Broad-Area High-Resolution Remote Sensing Imagery.Grant J. Scott, James Alex Hurt, Richard A. Marcum, Derek T. Anderson, Curt H. Davis
2017ISMIn-Memory Distributed Indexing for Large-Scale Media Data Retrieval.Yinmiao Ma, Danlu Liu, Grant J. Scott, Jeffrey Uhlmann, Chi-Ren Shyu
2015IGARSSSoft segmentation weighted IECO descriptors for object recognition in satellite imagery.Stanton R. Price, Derek T. Anderson, Matthew R. England, Grant J. Scott
2015IGARSScvTile: Multilevel parallel geospatial data processing with OpenCV and CUDA.Grant J. Scott, Georgi A. Angelov, Michael L. Reinig, Eric C. Gaudiello, Matthew R. England
2014IGARSSA multilevel parallel and scalable single-host GPU cluster framework for large-scale geospatial data processing.Grant J. Scott, Kirk Backus, Derek T. Anderson
2014ICPRGPU-Based PostgreSQL Extensions for Scalable High-Throughput Pattern Matching.Grant J. Scott, Matthew R. England, Kevin Melkowski, Zachary Fields, Derek T. Anderson
2012IGARSSImportance-weighted multi-scale texture and shape descriptor for object recognition in satellite imagery.Grant J. Scott, Derek T. Anderson
2010IGARSSClustering of detected changes in satellite imagery using fuzzy c-means algorithm.Ozy Sjahputera, Grant J. Scott, Matthew N. Klaric, Brian C. Claywell, Nicholas J. Hudson, James M. Keller, Curt H. Davis
2010IGARSSProgressive spatial clustering of content-based satellite imagery retrieval results.Matt Klaric, Grant J. Scott, Chi-Ren Shyu
2006IGARSSKnowledge Discovery by Mining Association Rules and Temporal-Spatial Information from Large-Scale Geospatial Image Databases.Chi-Ren Shyu, Matthew N. Klaric, Grant J. Scott, Wannapa Kay Mahamaneerat
2006IGARSSMining Visual Associations from User Feedback for Weighting Multiple Indexes in Geospatial Image Retrieval.Matthew N. Klaric, Grant J. Scott, Chi-Ren Shyu
2006IGARSSA Framework for Geospatial Satellite Imagery Retrieval Systems.Matthew Klaric, Grant J. Scott, Chi-Ren Shyu, Curt H. Davis, Kannappan Palaniappan
2005IGARSSAutomated object extraction through simplification of the differential morphological profile for high-resolution satellite imagery.Matthew N. Klaric, Grant J. Scott, Chi-Ren Shyu, Curt H. Davis
2004BIBEA Fast Protein Structure Retrieval System Using Image-Based Distance Matrices and Multidimensional Index.Pin-Hao Chi, Grant J. Scott, Chi-Ren Shyu