Edgar J Lobaton

A Multiple Instance Learning Approach to Study Leaf Wilt in Soybean Plants

Banerjee, S., Ramos, P., Reberg-Horton, C., Mirsky, S., Locke, A., & Lobaton, E. (2025, March 13). Agriculture, Vol. 15.

Foram3D: A pipeline for 3D synthetic data generation and rendering of foraminifera for image analysis and reconstruction

Marine Micropaleontology, 200, 102486.

Machine Learning Techniques for Nematode Microscopic Image Analysis: A Systematic Review

Jimenez, J. L., Gandhi, P., Ayyappan, D., Gorny, A., Ye, W., & Lobaton, E. (2025, October 22). AgriEngineering.

Neural network predictions of peak storm tides due to tropical cyclones

López, T. A. C., Tucker, B. J., Dietrich, J. C., Anderson, D. L., Lobaton, E., & Mariegaard, J. S. (2025, July 15). Ocean Modelling, Vol. 197.

Robust Multimodal Cough Detection with Optimized Out-of-Distribution Detection for Wearables

Chen, Y., Xiang, F., Hernandez, M. L., Carpenter, D., Bozkurt, A., & Lobaton, E. (2025, January 1). IEEE Journal of Biomedical and Health Informatics.

Sweet Potato Yield Prediction Using Machine Learning Based on Multispectral Images Acquired from a Small Unmanned Aerial Vehicle

Singh, K., Huang, Y., Young, W., Harvey, L., Hall, M., Zhang, X., … Shankle, M. (2025, February 17). Agriculture, Vol. 2.

The proportion of narrow fibers during early development predicts the diameter, fineness, and other quality traits of mature cotton fiber (Gossypium spp.)

Graham, B. P., Billings, G. T., Pierce, E. T., Zirkel, J. W., Park, J., Bourland, F., … Haigler, C. H. (2025, October 17). Industrial Crops and Products, Vol. 237, p. 122071.

Alzheimer’s Disease Classification From Speech Pause Distributions With Context Information

Khatri, G., Soleimani, R., Haley, K. L., Jacks, A., & Lobaton, E. (2024, July 15). 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Dementia Detection by In-Text Pause Encoding

Soleimani, R., Guo, S., Haley, K. L., Jacks, A., & Lobaton, E. (2024, July 15). 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Effect of sensor number and location on accelerometry-based vertical ground reaction force estimation during walking

PLOS Digital Health, 3(5), e0000343.

Evaluating Bacterial Nanocellulose Interfaces for Recording Surface Biopotentials from Plants

Sensors, 24(7), 2335.

Histones Classification Based on EGFET Signals

Barahona, J., Richardson, H., Acosta, L., Khatri, G., Miller, F., Pavlidis, S., & Lobaton, E. (2024, July 15). 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Photorealistic Arm Robot Simulation for 3D Plant Reconstruction and Automatic Annotation using Unreal Engine 5

Li, X., Park, J., Reberg-Horton, C., Mirsky, S., Lobaton, E., & Xiang, L. (2024, June 17). 2024 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION WORKSHOPS, CVPRW, pp. 5480–5488.

Quantifying Visual Differences in Drought Stressed Maize through Reflectance and Data-Driven Analysis

Banerjee, S., Reynolds, J., Taggart, M., Daniele, M. A., Bozkurt, A., & Lobaton, E. (2024, April 30). Preprints.org.

Quantifying Visual Differences in Drought-Stressed Maize through Reflectance and Data-Driven Analysis

AI, 5(2), 790–802.

Robust Multimodal Cough and Speech Detection using Wearables: A Preliminary Analysis

The Impact of Pause and Filler Word Encoding on Dementia Detection with Contrastive Learning

Soleimani, R., Guo, S., Haley, K. L., Jacks, A., & Lobaton, E. (2024, October 2). Applied Sciences, Vol. 14.

Towards monitoring of critical illness via the detection of histones with extended gate field-effect transistor sensors

Biosensors and Bioelectronics: X, 19, 100501.

A Wearable System for Continuous Monitoring and Assessment of Speech, Gait, and Cognitive Decline for Early Diagnosis of ADRD

Dieffenderfer, J., Brewer, A., Noonan, M. A., Smith, M., Eichenlaub, E., Haley, K. L., … Bozkurt, A. (2023, July 24). 2023 45TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE & BIOLOGY SOCIETY, EMBC.

Adolescent Asthma Monitoring: A Preliminary Study of Audio and Spirometry Modalities

Barahona, J. A., Mills, K., Hernandez, M., Bozkurt, A., Carpenter, D., & Lobaton, E. J. (2023, July 24). 2023 45TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE & BIOLOGY SOCIETY, EMBC.

Advances in Modeling and Interpretability of Deep Neural Sleep Staging: A Systematic Review

Physiologia, 4(1), 1–42.

Conformal Micropatterned Organic-Metal Electrodes for Physiological Recording

Rapid Drought Stress Detection in Plants Using Bioimpedance Measurements and Analysis

IEEE Transactions on AgriFood Electronics, 1(2), 135–144.

Robust Cough Detection With Out-of-Distribution Detection

Chen, Y., Attri, P., Barahona, J., Hernandez, M. L., Carpenter, D., Bozkurt, A., & Lobaton, E. (2023, April 5). IEEE Journal of Biomedical and Health Informatics.

Towards rapid weight assessment of finishing pigs using a handheld, mobile RGB-D camera

Nguyen, A. H., Holt, J. P., Knauer, M. T., Abner, V. A., Lobaton, E. J., & Young, S. N. (2023, January 21). Biosystems Engineering, Vol. 226, pp. 155–168.

Efficient imaging and computer vision detection of two cell shapes in young cotton fibers

Graham, B. P., Park, J., Billings, G. T., Hulse‐Kemp, A. M., Haigler, C. H., & Lobaton, E. (2022, November 1). Applications in Plant Sciences, Vol. 11.

Enhancing Inference on Physiological and Kinematic Periodic Signals via Phase-Based Interpretability and Multi-Task Learning

Soleimani, R., & Lobaton, E. (2022, July 7). Information, Vol. 13.

Forabot: Automated Planktic Foraminifera Isolation and Imaging

Geochemistry, Geophysics, Geosystems, 23(12).

Fusion of Human Gaze and Machine Vision for Predicting Intended Locomotion Mode

Li, M., Zhong, B., Lobaton, E., & Huang, H. (2022, January 1). IEEE Transactions on Neural Systems and Rehabilitation Engineering, Vol. 30, pp. 1103–1112.

Improving Performance and Quantifying Uncertainty of Body-Rocking Detection Using Bayesian Neural Networks

Information, 13(7), 338.

Real-Time Monitoring of Plant Stalk Growth Using a Flexible Printed Circuit Board Sensor

Static posturography as a novel measure of the effects of aging on postural control in dogs

Mondino, A., Wagner, G., Russell, K., Lobaton, E., Griffith, E., Gruen, M., … Olby, N. J. (2022, July 8). (R. Evans, Ed.). PLoS ONE, Vol. 7, p. e0268390.

Wearable Cyberphysical Systems for Biomedicine

Computer vision approach to characterize size and shape phenotypes of horticultural crops using high-throughput imagery

Computers and Electronics in Agriculture, 182, 106011.

Efficient Environmental Context Prediction for Lower Limb Prostheses

Zhong, B., Silva, R. L., Tran, M., Huang, H., & Lobaton, E. (2021, June 9). IEEE Transactions on Systems Man and Cybernetics Systems, Vol. 6, pp. 1–15.

Fashion Recommendation Systems, Models and Methods: A Review

Chakraborty, S., Hoque, M. S., Jeem, N. R., Biswas, M. C., Bardhan, D., & Lobaton, E. (2021, July 26). Informatics, Vol. 8, p. 49.

Investigating the Relationship between Cough Detection and Sampling Frequency for Wearable Devices

Abdelkhalek, M., Qiu, J., Hernandez, M., Bozkurt, A., & Lobaton, E. (2021, November 1). 2021 43rd Annual International Conference of the IEEE Engineering in Medicine &Amp; Biology Society (EMBC), pp. 7103–7107.

Simultaneous Localization of Biobotic Insects using Inertial Data and Encounter Information

Cole, J., Bozkurt, A., & Lobaton, E. (2021, November 1). 2021 43rd Annual International Conference of the IEEE Engineering in Medicine &Amp; Biology Society (EMBC), pp. 4649–4653.

Toward Automated Analysis of Fetal Phonocardiograms: Comparing Heartbeat Detection from Fetal Doppler and Digital Stethoscope Signals

2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 975–979.

Towards Continuous Plant Bioimpedance Fitting and Parameter Estimation

A Pipeline for Adaptive Filtering and Transformation of Noisy Left-Arm ECG to Its Surrogate Chest Signal

Mohaddes, F., Silva, R., Akbulut, F., Zhou, Y., Tanneeru, A., Lobaton, E., … Misra, V. (2020, May 23). Electronics, Vol. 9, p. 866.

An integrated UGV-UAV system for construction site data collection

Asadi, K., Suresh, A. K., Ender, A., Gotad, S., Maniyar, S., Anand, S., … Wu, T. (2020, February 12). Automation in Construction, Vol. 112, p. 103068.

Drought Stress Detection Using Low-Cost Computer Vision Systems and Machine Learning Techniques

IT Professional, 22(3), 27–29.

Enhancing the morphological segmentation of microscopic fossils through Localized Topology-Aware Edge Detection

Ge, Q., Richmond, T., Zhong, B., Marchitto, T. M., & Lobaton, E. J. (2020, November 11). Autonomous Robots, Vol. 11.

Environmental Context Prediction for Lower Limb Prostheses With Uncertainty Quantification

Zhong, B., Silva, R. L., Li, M., Huang, H., & Lobaton, E. (2020, May 22). IEEE Transactions on Automation Science and Engineering.

Feasibility Study of Water Stress Detection in Plants using a High-Throughput Low-Cost System

Localization of Biobotic Insects Using Low-Cost Inertial Measurement Units

Cole, J., Bozkurt, A., & Lobaton, E. (2020, August 11). Sensors, Vol. 20, p. 4486.

Low-cost Smart Camera System for Water Stress Detection in Crops

Presented at the 2020 IEEE SENSORS.

Preliminary Assessment of Human Biological Responses to Low-level Ozone

Reliable Vision-Based Grasping Target Recognition for Upper Limb Prostheses

Zhong, B., Huang, H., & Lobaton, E. (2020, June 10). IEEE Transactions on Cybernetics, Vol. 52, pp. 1750–1762.

A Feasibility Study of a Wearable Real-Time Notification System for Self-Awareness of Body-Rocking Behavior

Silva, R. L., Stone, E., & Lobaton, E. (2019, July 1). 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Activity-Aware Wearable System for Power-Efficient Prediction of Physiological Responses

Starliper, N., Mohammadzadeh, F., Songkakul, T., Hernandez, M., Bozkurt, A., & Lobaton, E. (2019, January 22). Sensors, Vol. 19.

Automated species-level identification of planktic foraminifera using convolutional neural networks, with comparison to human performance

Mitra, R., Marchitto, T. M., Ge, Q., Zhong, B., Kanakiya, B., Cook, M. S., … Lobaton, E. (2019, January 26). Marine Micropaleontology, Vol. 147, pp. 16–24.

Gaze Fixation Comparisons Between Amputees and Able-bodied Individuals in Approaching Stairs and Level-ground Transitions: A Pilot Study

2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 3163–3166.

LNSNet: Lightweight Navigable Space Segmentation for Autonomous Robots on Construction Sites

Data, 4(1), 40.

Real-Time Scene Segmentation Using a Light Deep Neural Network Architecture for Autonomous Robot Navigation on Construction Sites

Asadi, K., Chen, P., Han, K., Wu, T., & Lobaton, E. (2019, June 13). Computing in Civil Engineering 2019.

Signal Quality for RR Interval Prediction on Wearable Sensors

Gonzalez, L., Paniagua, T., Starliper, N., & Lobaton, E. (2019, July 1). 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Vision-Based Obstacle Removal System for Autonomous Ground Vehicles Using a Robotic Arm

Asadi, K., Jain, R., Qin, Z., Sun, M., Noghabaei, M., Cole, J., … Lobaton, E. (2019, June 13). Computing in Civil Engineering 2019.

A Framework for Physiological Response Prediction with Joint Activity State optimization

Gonzalez, L., Zhong, B., & Lobaton, E. (2018, July 1). 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Building an Integrated Mobile Robotic System for Real-Time Applications in Construction

Asadi, K., Ramshankar, H., Pullagurla, H., Bhandare, A., Shanbhag, S., Mehta, P., … Wu, T. (2018, July 22). Proceedings of the ... ISARC.

Prediction of Physiological Response over Varying Forecast Lengths with a Wearable Health Monitoring Platform

Mohammadzadeh, F., Nam, C. S., & Lobaton, E. (2018, July 1). 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Vision-based integrated mobile robotic system for real-time applications in construction

Automation in Construction, 96, 470–482.

Visual Terrain Identification and Surface Inclination Estimation for Improving Human Locomotion with a Lower-Limb Prosthetic

2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2018-July, 1817–1820.

A comparative study of image classification algorithms for Foraminifera identification

Zhong, B., Ge, Q., Kanakiya, B., Mitra, R., Marchitto, T., & Lobaton, E. (2017, November 1). 2017 IEEE Symposium Series on Computational Intelligence (SSCI), pp. 3199–3206.

A study on motion mode identification for cyborg roaches

Cole, J., Mohammadzadeh, F., Bollinger, C., Latif, T., Bozkurt, A., & Lobaton, E. (2017, March 1). 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Activity-Aware Physiological Response Prediction Using Wearable Sensors

Inventions, 2(4), 32.

Biobotic motion and behavior analysis in response to directional neurostimulation

Dirafzoon, A., Latif, T., Gong, F., Sichitiu, M., Bozkurt, A., & Lobaton, E. (2017, March 1). 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Coarse-to-fine foraminifera image segmentation through 3D and deep features

Ge, Q., Zhong, B., Kanakiya, B., Mitra, R., Marchitto, T., & Lobaton, E. (2017, November 1). 2017 IEEE Symposium Series on Computational Intelligence (SSCI).

Emotion recognition with facial expressions and physiological signals

Zhong, B., Qin, Z., Yang, S., Chen, J., Mudrick, N., Taub, M., … Lobaton, E. (2017, November 1). 2017 IEEE Symposium Series on Computational Intelligence (SSCI), pp. 1170–1177.

Energy-efficient activity recognition via multiple time-scale analysis

Lokare, N., Samadi, S., Zhong, B., Gonzalez, L., Mohammadzadeh, F., & Lobaton, E. (2017, November 1). 2017 IEEE Symposium Series on Computational Intelligence (SSCI), pp. 1466–1472.

Obstacle detection in outdoor scenes based on multi-valued stereo disparity maps

Ge, Q., & Lobaton, E. (2017, November 1). 2017 IEEE Symposium Series on Computational Intelligence (SSCI).

Robust trajectory-based density estimation for geometric structure recovery

Richmond, T., Lokare, N., & Lobaton, E. (2017, August 1). 2017 25th European Signal Processing Conference (EUSIPCO), pp. 1210–1214.

Speed estimation based on gait analysis for biobotic agents

Cole, J., Agcayazi, T., Latif, T., Bozkurt, A., & Lobaton, E. (2017, October 1). 2017 IEEE SENSORS.

A Biobotic Distributed Sensor Network for Under-Rubble Search and Rescue

Bozkurt, A., Lobaton, E., & Sichitiu, M. (2016, May 1). Computer, Vol. 49, pp. 38–46.

A framework for mapping with biobotic insect networks: From local to global maps

Dirafzoon, A., Bozkurt, A., & Lobaton, E. (2016, November 11). Robotics and Autonomous Systems, Vol. 88, pp. 79–96.

A lag functional linear model for prediction of magnetization transfer ratio in multiple sclerosis lesions

Pomann, G.-M., Staicu, A.-M., Lobaton, E. J., Mejia, A. F., Dewey, B. E., Reich, D. S., … Shinohara, R. T. (2016, December 1). The Annals of Applied Statistics, Vol. 10, pp. 2325–2348.

Action classification from motion capture data using topological data analysis

Dirafzoon, A., Lokare, N., & Lobaton, E. (2016, December 1). 2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP).

Characterization of RSS variability for biobot localization using 802.15.4 Radios

Xiong, H., Latif, T., Lobaton, E., Bozkurt, A., & Sichitiu, M. L. (2016, January 1). 2016 Ieee Topical Conference on Wireless Sensors and Sensor Networks (Wisnet), pp. 1–3.

Comparing wearable devices with wet and textile electrodes for activity recognition

Lokare, N., Gonzalez, L., & Lobaton, E. (2016, August 1). 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pp. 3539–3542.

Consensus-Based Image Segmentation via Topological Persistence

Ge, Q., & Lobaton, E. (2016, June 1). 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), pp. 1050–1057.

Geometric Learning and Topological Inference With Biobotic Networks

Dirafzoon, A., Bozkurt, A., & Lobaton, E. (2016, October 28). IEEE Transactions on Signal and Information Processing over Networks, Vol. 3, pp. 200–215.

Hierarchical activity clustering analysis for robust graphical structure recovery

Lokare, N., Benavides, D., Juneja, S., & Lobaton, E. (2016, December 1). 2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP).