Devon Martin

Electrl & Comp Engr Grad &Temp

Works (10)

Updated: August 16th, 2025 05:04

2025 article

Early-Stage Sensor Data Fusion Pipeline Exploration Framework for Agriculture and Animal Welfare

Martin, D., Roberts, D. L., & Bozkurt, A. (2025, July 3). AgriEngineering, Vol. 7.

By: D. Martin n, D. Roberts n & A. Bozkurt n 

author keywords: data fusion; open-source; precision agriculture; animal welfare
topics (OpenAlex): Smart Agriculture and AI; Food Supply Chain Traceability; Water Quality Monitoring Technologies
Sources: Web Of Science, ORCID, NC State University Libraries
Added: July 3, 2025

2024 article

Automated Depth Sensing-Based Computer Vision for Dog Tail Wagging Interpretation

Martin, D., Park, J., Carson, M., Gruen, M., Bozkurt, A., & Roberts, D. L. (2024, November 28). ELEVENTH INTERNATIONAL CONFERENCE ON ANIMAL-COMPUTER INTERACTION, ACI 2024.

By: D. Martin n, J. Park n, M. Carson n, M. Gruen n , A. Bozkurt n  & D. Roberts n

author keywords: Computer Vision; Animal-Computer Interaction; Interpretability
topics (OpenAlex): Image and Object Detection Techniques; Robot Manipulation and Learning; Image Processing and 3D Reconstruction
Sources: Web Of Science, ORCID, NC State University Libraries
Added: November 28, 2024

2024 journal article

Evaluating Bacterial Nanocellulose Interfaces for Recording Surface Biopotentials from Plants

Sensors, 24(7), 2335.

By: J. Reynolds n , M. Wilkins n, D. Martin n, M. Taggart n, K. Rivera*, M. Tunc-Ozdemir*, T. Rufty n, E. Lobaton n , A. Bozkurt n , M. Daniele n 

Contributors: J. Reynolds n , M. Wilkins n, D. Martin n, M. Taggart n, K. Rivera*, M. Tunc-Ozdemir*, T. Rufty n, . al.

author keywords: nanocellulose; electrophysiology; plant; electrode
MeSH headings : Graphite; Agriculture; Biological Transport; Carbon; Chlorophyll; Steam
topics (OpenAlex): Plant and Biological Electrophysiology Studies; Photoreceptor and optogenetics research; Botanical Research and Applications
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
Sources: Web Of Science, ORCID, NC State University Libraries, Crossref
Added: April 15, 2024

2024 article

Preliminary Analysis of Collar Sensors for Guide Dog Training Using Convolutional Long Short-Term Memory, Kernel Principal Component Analysis and Multi-Sensor Data Fusion

Martin, D., Roberts, D. L., & Bozkurt, A. (2024, November 26). Animals, Vol. 14.

By: D. Martin n, D. Roberts n & A. Bozkurt n 

author keywords: Conv-LSTM; KPCA; autoencoder; manifold learning; pattern recognition; guide dogs
topics (OpenAlex): Human-Animal Interaction Studies; Video Surveillance and Tracking Methods; Marine animal studies overview
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
Sources: Web Of Science, ORCID, NC State University Libraries
Added: December 23, 2024

2023 article

An Exploration of Machine Learning Methods for Gait Analysis of Potential Guide Dogs

Wu, Y., Nichols, C., Foster, M., Martin, D., Dieffenderfer, J., Enomoto, M., … Roberts, D. L. (2023, December 4). TENTH INTERNATIONAL CONFERENCE ON ANIMAL-COMPUTER INTERACTION, ACI 2023.

By: Y. Wu n, C. Nichols n, M. Foster n , D. Martin n, J. Dieffenderfer n, M. Enomoto n , B. Lascelles n , J. Russenberger ...

author keywords: Guide Dog; Canine Behavior Analysis; Canine Gait Analysis; IMU; Machine Learning
topics (OpenAlex): Human-Animal Interaction Studies; Animal Behavior and Welfare Studies; Veterinary Orthopedics and Neurology
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
Sources: Web Of Science, ORCID, NC State University Libraries
Added: February 22, 2024

2023 article

Toward In-the-Field Canine Manifold Learning: Data Fusion for Evaluation of Potential Guide Dogs

Martin, D., Roberts, D., & Bozkurt, A. (2023, December 4). TENTH INTERNATIONAL CONFERENCE ON ANIMAL-COMPUTER INTERACTION, ACI 2023.

By: D. Martin n, D. Roberts n & A. Bozkurt n 

author keywords: manifold learning; LSTM; autoencoder; KPCA; canine monitoring
topics (OpenAlex): Human-Animal Interaction Studies; Animal Behavior and Welfare Studies; Wildlife Ecology and Conservation
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
2. Zero Hunger (OpenAlex)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: March 18, 2024

2022 article

A Multimodal Sensing Platform for Interdisciplinary Research in Agrarian Environments

Reynolds, J., Williams, E., Martin, D., Readling, C., Ahmmed, P., Huseth, A., & Bozkurt, A. (2022, July 26). Sensors, Vol. 8.

By: J. Reynolds n , E. Williams  n, D. Martin n, C. Readling n, P. Ahmmed n , A. Huseth n , A. Bozkurt n 

author keywords: corn earworm; bivalve; testing platform; wireless; Internet of Things; sensor development; agriculture; aquaculture
MeSH headings : Agriculture; Electronics; Environmental Monitoring / methods; Interdisciplinary Research; Reproducibility of Results
topics (OpenAlex): Insect Pheromone Research and Control; Smart Agriculture and AI; Insect and Arachnid Ecology and Behavior
TL;DR: The design of a modular system to serve as a research platform for outdoor sensor development and deployment and the flexibility to include internal electronics and external sensors, allowing novel applications is presented. (via Semantic Scholar)
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
2. Zero Hunger (Web of Science)
13. Climate Action (Web of Science)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: July 28, 2022

2022 article

Best FACES Forward: Outcomes of an Advocacy Intervention for Black Parents Raising Autistic Youth

Pearson, J. N., Stewart-Ginsburg, J. H., Malone, K., Manns, L., Martin, D. V. M., & Sturdivant, D. (2022, July 25). Exceptionality.

By: J. Pearson n, J. Stewart-Ginsburg* , K. Malone *, L. Manns n, D. Martin n & D. Sturdivant  n

topics (OpenAlex): Family and Disability Support Research; Autism Spectrum Disorder Research; Child and Adolescent Psychosocial and Emotional Development
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
Sources: Web Of Science, ORCID
Added: August 1, 2022

2022 article

Comparing Accelerometry and Depth Sensing-Based Computer Vision for Canine Tail Wagging Interpretation

Martin, D., Holder, T., Nichols, C., Park, J., Roberts, D., & Bozkurt, A. (2022, December 5). NINTH INTERNATIONAL CONFERENCE ON ANIMAL-COMPUTER INTERACTION, ACI 2022.

By: D. Martin n, T. Holder n, C. Nichols n, J. Park n, D. Roberts n & A. Bozkurt n 

author keywords: Computer Vision; IMU; Animal-Computer Interaction; Interpretability
topics (OpenAlex): Human-Animal Interaction Studies; Rabies epidemiology and control; Veterinary Orthopedics and Neurology
TL;DR: The preliminary findings support that the higher-resolution and continuous interpretations on the dog tail movements and positions can pave the way for assessing their emotional states and designing more appropriate training and play environments. (via Semantic Scholar)
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
Sources: Web Of Science, ORCID, NC State University Libraries
Added: December 18, 2023

2021 article proceedings

Towards Continuous Plant Bioimpedance Fitting and Parameter Estimation

By: D. Martin n, J. Reynolds n , M. Daniele n , E. Lobaton n  & A. Bozkurt n 

Contributors: D. Martin n, J. Reynolds n , M. Daniele n , E. Lobaton n  & A. Bozkurt n 

Event: 2021 IEEE Sensors

author keywords: bioimpedance parameter extraction; equivalent circuit modelling; precision agriculture; cyberphysical systems
topics (OpenAlex): Smart Agriculture and AI; Microfluidic and Bio-sensing Technologies; Electrical and Bioimpedance Tomography
TL;DR: This study developed a software pipeline to support impedance sensing applications and applied this to track longitudinal consistent bioimpedance data from the V4 leaf midrib in maize plants, demonstrating that the analysis of an example longitudinal dataset was able to reveal a time series for parameter fitting. (via Semantic Scholar)
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
2. Zero Hunger (OpenAlex)
Sources: Web Of Science, ORCID, NC State University Libraries, Crossref
Added: February 28, 2022

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