Peeples, Joshua
individual record
Visiting Assistant Professor
Positions:
- Visiting Assistant Professor, Electrical and Computer Engineering, College of Engineering
education and training
- Ph.D. in Electrical and Computer Engineering, University of Florida - (Gainesville, Florida, United States) 2022
- M.S. in Electrical and Computer Engineering, University of Florida - (Gainesville, Florida, United States) 2019
- B.S. in Electrical Engineering, Minor in Mathematics, University of Alabama at Birmingham - (Birmingham, Alabama, United States) 2017
selected publications
Academic Articles5
- Peeples, J., Xu, W., Gloaguen, R., Rowland, D., Zare, A., & Brym, Z. (2023). Spatial and Texture Analysis of Root System distribution with Earth mover's Distance (STARSEED).. Plant Methods. 19(1), 2.
- Gloaguen, R. M., Brym, Z. T., Peeples, J., Xu, W., Chun, H., & Rowland, D. L. (2022). The plasticity of early root development in Sesamum indicum L. as influenced by genotype, water, and nutrient availability. Rhizosphere. 21, 100457-100457.
- Peeples, J., Walker, S., Mccurley, C., Zare, A., Keller, J., & Xu, W. (2022). Divergence Regulated Encoder Network for Joint Dimensionality Reduction and Classification. 19, 1-5.
- Peeples, J. K., Jameson, J. F., Kotta, N. M., Grasman, J. M., Stoppel, W. L., & Zare, A. (2022). Jointly Optimized Spatial Histogram UNET Architecture (JOSHUA) for Adipose Tissue Segmentation. 2022, 1-14.
Chapters1
- Starke, A., McNair, J., Trevizan, R., Bretas, A., Peeples, J., & Zare, A. (2018). Toward Resilient Smart Grid Communications Using Distributed SDN with ML-Based Anomaly Detection. Lecture Notes in Computer Science. Wired/Wireless Internet Communications. 83-94. Springer Nature.
Conference Papers5
- Peeples, J., Zare, A., Dale, J., & Keller, J. (2022). Histogram Layers for Synthetic Aperture Sonar Imagery. 2022 21st IEEE International Conference on Machine Learning and Applications (ICMLA). 00, 176-182.
- Peeples, J., McCurley, C. H., Walker, S., Stewart, D., & Zare, A. (2022). Learnable Adaptive Cosine Estimator (LACE) for Image Classification. 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). 00, 3757-3767.
- Walker, S., Peeples, J., Dale, J., Keller, J., & Zare, A. (2021). Explainable Systematic Analysis for Synthetic Aperture Sonar Imagery. 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS. 00, 2835-2838.
- Peeples, J., Cook, M., Suen, D., Zare, A., & Keller, J. (2019). Comparison of Possibilistic Fuzzy Local Information C-Means and Possibilistic K-Nearest Neighbors for Synthetic Aperture Sonar Image Segmentation. Proceedings of SPIE, Detection and Sensing of Mines, Explosive Objects, and Obscured Targets XXIV. 11012, 110120t-110120t-10.
- Peeples, J., Suen, D., Zare, A., & Keller, J. (2018). Possibilistic Fuzzy Local Information C-Means with Automated Feature Selection for Seafloor Segmentation. Proceedings of SPIE, Detection and Sensing of Mines, Explosive Objects, and Obscured Targets XXIII. 10628, 1062812.
Repository Documents / Preprints8
- Peeples, J. K., Jameson, J. F., Kotta, N. M., Grasman, J. M., Stoppel, W. L., & Zare, A. (2021). Jointly Optimized Spatial Histogram UNET Architecture (JOSHUA) for Adipose Tissue Segmentation.
- Peeples, J., Xu, W., Gloaguen, R., Rowland, D., Zare, A., & Brym, Z. (2021). Spatial and Texture Analysis of Root System Architecture with Earth Mover's Distance (STARSEED).
- Peeples, J., Xu, W., Gloaguen, R., Rowland, D., Zare, A., & Brym, Z. (2021). Spatial and Texture Analysis of Root System Distribution with Earth Movers Distance (STARSEED).
- Peeples, J., McCurley, C., Walker, S., Stewart, D., & Zare, A. (2021). Learnable Adaptive Cosine Estimator (LACE) for Image Classification.
- Peeples, J., Suen, D., Zare, A., & Keller, J. (2021). Possibilistic Fuzzy Local Information C-Means with Automated Feature Selection for Seafloor Segmentation.
recent teaching activities
- BICH491 Hnr-research Instructor
- BICH491 Research Instructor
- ECEN289 Sptp: Machine Learning Elen Instructor
- ECEN303 Random Signals & Systems Instructor
- ECEN403 Electrical Design Lab I Instructor
Email
jpeeples@tamu.edu
First Name
Joshua
Last Name
Peeples
Research Areas: