Grant J. Scott
Orcid: 0000-0001-5870-9387
According to our database1,
Grant J. Scott
authored at least 83 papers
between 2003 and 2023.
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Bibliography
2023
A semi-supervised approach to unobtrusively predict abnormality in breathing patterns using hydraulic bed sensor data in older adults aging in place.
J. Biomed. Informatics, November, 2023
Deep Seasonal Network for Remote Sensing Imagery Classification of Multi-Temporal Sentinel-2 Data.
Remote. Sens., October, 2023
Anthropogenic Object Localization: Evaluation of Broad-Area High-Resolution Imagery Scans Using Deep Learning in Overhead Imagery.
Sensors, September, 2023
Exploring the Geospatial Relationship Between COVID-19 Positivity and Income in Mixed Urban-Rural Population.
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023
Semantic Segmentation of Burned Areas in Sentinel-2 Satellite Images Using Deep Learning Models.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Hybrid Differential Morphological Profile Enabled Faster R-Cnn For Object Detection In High-Resolution Remote Sensing Imagery.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Evaluation of a Meta-Transfer Approach for Few-Shot Remote Sensing Scene Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Human-in-the-Loop (HITL) Augmented Growing Neural Gas for Labeling Aerial Image Datasets.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2023
Proceedings of the IEEE International Conference on Fuzzy Systems, 2023
GPU-accelerated PostgreSQL for Scalable Management and Processing of Irregular Time-Series Data using SPI.
Proceedings of the IEEE International Conference on Big Data, 2023
Overhead Object Detection with Channel Attention for High-Resolution Multi-Spectral Satellite Imagery and DMP-extracted Shape Features.
Proceedings of the 52nd IEEE Applied Imagery Pattern Recognition Workshop, 2023
Proceedings of the 52nd IEEE Applied Imagery Pattern Recognition Workshop, 2023
2022
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
Evolutionary Learning of Differential Morphological Profile Structure for Shape Feature Enabled Faster R-CNN.
Proceedings of the International Joint Conference on Neural Networks, 2022
Evaluation of Road Segmentation Techniques on Visible and Infrared Low-Altitude UAS Imagery.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Classification of an 8-Band Multi-Spectral Dataset Using DCNNs with Weight Initializations Derived from Pre-Trained RGB Networks.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Proceedings of the IEEE International Conference on Fuzzy Systems, 2022
HTIDB: Hierarchical Time-Indexed Database for Efficient Storage and Access to Irregular Time-series Health Sensor Data.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Enabling Scalable Analytics of Physiological Sensor and Derived Feature Multi-Modal Time-Series with Big Data Management.
Proceedings of the IEEE International Conference on Big Data, 2022
A Computational Respiration Factor to Detect Abnormal Respiratory Patterns Using a Hydraulic Bed Sensor for Older Adults Aging-in-place.
Proceedings of the AMIA 2022, 2022
2021
IEEE Trans. Neural Networks Learn. Syst., 2021
IEEE Trans. Emerg. Top. Comput. Intell., 2021
Large-Scale, Multiple Level-of-Detail Change Detection from Remote Sensing Imagery Using Deep Visual Feature Clustering.
Remote. Sens., 2021
Improved Classification of High Resolution Remote Sensing Imagery with Differential Morphological Profile Neural Network.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Simulated Photorealistic Deep Learning Framework and Workflows to Accelerate Computer Vision and Unmanned Aerial Vehicle Research.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021
Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021
Leveraging Unsupervised Machine Learning to Discover Patterns in Linguistic Health Summaries for Eldercare.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Proceedings of the 50th IEEE Applied Imagery Pattern Recognition Workshop, 2021
Proceedings of the 50th IEEE Applied Imagery Pattern Recognition Workshop, 2021
2020
IEEE Trans. Fuzzy Syst., 2020
Broad Area Search and Detection of Surface-to-Air Missile Sites Using Spatial Fusion of Component Object Detections From Deep Neural Networks.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020
IEEE Geosci. Remote. Sens. Lett., 2020
Differential Morphological Profile Neural Network for Object Detection in Overhead Imagery.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
A geographic computational visual feature database for natural and anthropogenic phenomena analysis from multi-resolution remote sensing imagery.
Proceedings of the BIGSPATIAL '20: Proceedings of the 9th ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data, 2020
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020
Proceedings of the 10th Annual Computing and Communication Workshop and Conference, 2020
Enabling Machine-Assisted Visual Analytics for High-Resolution Remote Sensing Imagery with Enhanced Benchmark Meta-Dataset Training of NAS Neural Networks.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020
Extending Deep Convolutional Neural Networks from 3-Color to Full Multispectral Remote Sensing Imagery.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020
Detection of unknown maneuverability hazards in low-altitude UAS color imagery using linear features.
Proceedings of the 49th IEEE Applied Imagery Pattern Recognition Workshop, 2020
Proceedings of the 49th IEEE Applied Imagery Pattern Recognition Workshop, 2020
2019
Dynamically Scalable Distributed Virtual Framework Based on Agents and Pub/Sub Pattern for IoT Media Data.
IEEE Internet Things J., 2019
Recognizing Image Objects by Relational Analysis Using Heterogeneous Superpixels and Deep Convolutional Features.
CoRR, 2019
Comparison of Deep Learning Model Performance between Meta-Dataset Training Versus Deep Neural Ensembles.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Improved Search and Detection of Surface-to-Air Missile Sites Using Spatial Fusion of Component Object Detections from Deep Neural Networks.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
Decision-Level Fusion of DNN Outputs for Improving Feature Detection Performance on Large-Scale Remote Sensing Image Datasets.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
Proceedings of the 48th IEEE Applied Imagery Pattern Recognition Workshop, 2019
2018
Enhanced Fusion of Deep Neural Networks for Classification of Benchmark High-Resolution Image Data Sets.
IEEE Geosci. Remote. Sens. Lett., 2018
Aggregating Deep Convolutional Neural Network Scans of Broad-Area High-Resolution Remote Sensing Imagery.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Explainable AI for Understanding Decisions and Data-Driven Optimization of the Choquet Integral.
Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018
Exploring the Effects of Class-Specific Augmentation and Class Coalescence on Deep Neural Network Performance Using a Novel Road Feature Dataset.
Proceedings of the 47th IEEE Applied Imagery Pattern Recognition Workshop, 2018
Benchmark Meta-Dataset of High-Resolution Remote Sensing Imagery for Training Robust Deep Learning Models in Machine-Assisted Visual Analytics.
Proceedings of the 47th IEEE Applied Imagery Pattern Recognition Workshop, 2018
2017
Fusion of Deep Convolutional Neural Networks for Land Cover Classification of High-Resolution Imagery.
IEEE Geosci. Remote. Sens. Lett., 2017
Training Deep Convolutional Neural Networks for Land-Cover Classification of High-Resolution Imagery.
IEEE Geosci. Remote. Sens. Lett., 2017
Proceedings of the 19th IEEE International Symposium on Multimedia, 2017
2015
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Soft segmentation weighted IECO descriptors for object recognition in satellite imagery.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
2014
A multilevel parallel and scalable single-host GPU cluster framework for large-scale geospatial data processing.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
2013
GeoCDX: An Automated Change Detection and Exploitation System for High-Resolution Satellite Imagery.
IEEE Trans. Geosci. Remote. Sens., 2013
2012
IEEE Trans. Geosci. Remote. Sens., 2012
Importance-weighted multi-scale texture and shape descriptor for object recognition in satellite imagery.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
2011
Clustering of Detected Changes in High-Resolution Satellite Imagery Using a Stabilized Competitive Agglomeration Algorithm.
IEEE Trans. Geosci. Remote. Sens., 2011
Entropy-Balanced Bitmap Tree for Shape-Based Object Retrieval From Large-Scale Satellite Imagery Databases.
IEEE Trans. Geosci. Remote. Sens., 2011
Fusion of differential morphological profiles for multi-scale weighted feature pyramid generation in remotely sensed imagery.
Proceedings of the 2011 IEEE Applied Imagery Pattern Recognition Workshop: Imaging for Decision Making, 2011
2010
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
2007
Knowledge-Driven Multidimensional Indexing Structure for Biomedical Media Database Retrieval.
IEEE Trans. Inf. Technol. Biomed., 2007
GeoIRIS: Geospatial Information Retrieval and Indexing System - Content Mining, Semantics Modeling, and Complex Queries.
IEEE Trans. Geosci. Remote. Sens., 2007
2006
Knowledge Discovery by Mining Association Rules and Temporal-Spatial Information from Large-Scale Geospatial Image Databases.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006
Mining Visual Associations from User Feedback for Weighting Multiple Indexes in Geospatial Image Retrieval.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006
2005
A Fast Protein Structure Retrieval System Using Image-Based Distance Matrices and Multidimensional Index.
Int. J. Softw. Eng. Knowl. Eng., 2005
Automated object extraction through simplification of the differential morphological profile for high-resolution satellite imagery.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005
Modeling Multi-object Spatial Relationships for Satellite Image Database Indexing and Retrieval.
Proceedings of the Image and Video Retrieval, 4th International Conference, 2005
2004
Nucleic Acids Res., 2004
2003
Proceedings of the 12th IEEE International Conference on Fuzzy Systems, 2003
EBS k-d Tree: An Entropy Balanced Statistical k-d Tree for Image Databases with Ground-Truth Labels.
Proceedings of the Image and Video Retrieval, Second International Conference, 2003