Publications

Duan, L., T. Scargill, Y. Chen, and M. Gorlatova. “3D Object Detection with VI-SLAM Point Clouds: The Impact of Object and Environment Characteristics on Model Performance.” In Proceedings IEEE International Conference on Robotics and Automation, 14014–20, 2024. https://doi.org/10.1109/ICRA57147.2024.10610778.

Eom, S., T. Mat, T. Hu, N. Vutakuri, J. Jackson, and M. Gorlatova. “Did I Do Well? Personalized Assessment of Trainees' Performance in Augmented Reality-Assisted Neurosurgical Training.” In Proceedings 2024 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops Vrw 2024, 117–24, 2024. https://doi.org/10.1109/VRW62533.2024.00026.

Hu, T., T. Scargill, Y. Chen, G. Lan, and M. Gorlatova. “DNN-based SLAM Tracking Error Online Estimation.” In Proceedings of the Annual International Conference on Mobile Computing and Networking MOBICOM, 1469–71, 2023. https://doi.org/10.1145/3570361.3614082.

Dasari, M., J. Jiang, and M. Gorlatova. “Message from the Program Chairs.” In Proceedings of the 2023 Workshop on Emerging Multimedia Systems EMS 2023, II, 2023.

Zhang, X., S. Chen, Y. Zhang, Y. Im, M. Gorlatova, S. Ha, and C. Joe-Wong. “Optimal Network Protocol Selection for Competing Flows via Online Learning.” IEEE Transactions on Mobile Computing 22, no. 8 (August 1, 2023): 4822–36. https://doi.org/10.1109/TMC.2022.3162880.

Han, B., T. Braud, M. Di Francesco, M. Gorlatova, L. Liu, G. Soros, and P. Zhou. “Guest Editorial: Networking Challenges and Opportunities for Multi-UserXR and the Metaverse.” IEEE Network 37, no. 4 (July 1, 2023): 10–11. https://doi.org/10.1109/MNET.2023.10293246.

Wang, S., S. Hosseinalipour, M. Gorlatova, C. G. Brinton, and M. Chiang. “UAV-Assisted Online Machine Learning Over Multi-Tiered Networks: A Hierarchical Nested Personalized Federated Learning Approach.” IEEE Transactions on Network and Service Management 20, no. 2 (June 1, 2023): 1847–65. https://doi.org/10.1109/TNSM.2022.3216326.

Eom, S., R. Janamsetty, M. Hadziahmetovic, M. Pajic, and M. Gorlatova. “Demo Abstract: Edge-based Augmented Reality Guidance System for Retinal Laser Therapy via Feature Matching.” In IPSN 2023 Proceedings of the 2023 22nd International Conference on Information Processing in Sensor Networks, 366–67, 2023. https://doi.org/10.1145/3583120.3589814.

Jiang, X., M. Gorlatova, and W. Hu. “Message from General and Technical Program Chairs.” In IPSN 2023 Proceedings of the 2023 22nd International Conference on Information Processing in Sensor Networks, III, 2023. https://doi.org/10.1145/3583120.

Duan, L., Y. Chen, and M. Gorlatova. “Demo Abstract: BiGuide: A Bi-level Data Acquisition Guidance for Object Detection on Mobile Devices.” In IPSN 2023 Proceedings of the 2023 22nd International Conference on Information Processing in Sensor Networks, 368–69, 2023. https://doi.org/10.1145/3583120.3589809.

Scargill, T., A. Dabrowski, A. Xu, and M. Gorlatova. “IoT-Enabled Environment Illuminance Optimization for Augmented Reality.” In Ubicomp Iswc 2022 Adjunct Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2022 ACM International Symposium on Wearable Computers, 112–14, 2023. https://doi.org/10.1145/3544793.3560357.

Scargill, T., Y. Chen, T. Hu, and M. Gorlatova. “SiTAR: Situated Trajectory Analysis for In-the-Wild Pose Error Estimation.” In Proceedings 2023 IEEE International Symposium on Mixed and Augmented Reality Ismar 2023, 283–92, 2023. https://doi.org/10.1109/ISMAR59233.2023.00043.

Eom, S., S. Kim, Y. Jiang, R. J. Chen, A. R. Roghanizad, M. Z. Rosenthal, J. Dunn, and M. Gorlatova. “Investigation of Thermal Perception and Emotional Response in Augmented Reality using Digital Biomarkers: A Pilot Study.” In Proceedings 2023 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops Vrw 2023, 170–73, 2023. https://doi.org/10.1109/VRW58643.2023.00042.

Chen, Y., J. Sarik, H. Inaltekin, and M. Gorlatova. “Demo Abstract: Demonstrating Resource-Efficient SLAM in Virtual Spacecraft Environments.” In IEEE INFOCOM 2023 Conference on Computer Communications Workshops INFOCOM Wkshps 2023, 2023. https://doi.org/10.1109/INFOCOMWKSHPS57453.2023.10226078.

Chen, Y., H. Inaltekin, and M. Gorlatova. “AdaptSLAM: Edge-Assisted Adaptive SLAM with Resource Constraints via Uncertainty Minimization.” In Proceedings IEEE INFOCOM, Vol. 2023-May, 2023. https://doi.org/10.1109/INFOCOM53939.2023.10229009.

Sun, J., A. Li, L. Duan, S. Alam, X. Deng, X. Guo, H. Wang, et al. “FedSEA: A Semi-Asynchronous Federated Learning Framework for Extremely Heterogeneous Devices.” In Sensys 2022 Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems, 106–19, 2022. https://doi.org/10.1145/3560905.3568538.

Eom, S., M. Hadziahmetovic, M. Pajic, and M. Gorlatova. “Demo Abstract: Through an AR Lens: Augmented Reality Magnification through Feature Detection and Matching.” In Sensys 2022 Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems, 784–85, 2022. https://doi.org/10.1145/3560905.3568067.

Han, Y., Y. Chen, R. Wang, J. Wu, and M. Gorlatova. “Intelli-AR Preloading: A Learning Approach to Proactive Hologram Transmissions in Mobile AR.” IEEE Internet of Things Journal 9, no. 18 (September 15, 2022): 17714–27. https://doi.org/10.1109/JIOT.2022.3159554.

Jiang, Y., W. Wang, T. Scargill, M. Rothman, J. Dunn, and M. Gorlatova. “Digital biomarkers reflect stress reduction after Augmented Reality guided meditation: A feasibility study.” In Digibiom 2022 Proceedings of the 2022 Emerging Devices for Digital Biomarkers, 29–34, 2022. https://doi.org/10.1145/3539494.3542754.

Manjarres, J., G. Lan, M. Gorlatova, M. Hassan, and M. Pardo. “Deep Learning for Detecting Human Activities from Piezoelectric-Based Kinetic Energy Signals.” IEEE Internet of Things Journal 9, no. 10 (May 15, 2022): 7545–58. https://doi.org/10.1109/JIOT.2021.3093245.

Zhang, Y., T. Scargill, A. Vaishnav, G. Premsankar, M. Di Francesco, and M. Gorlatova. “InDepth: Real-time Depth Inpainting for Mobile Augmented Reality.” Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies 6, no. 1 (March 1, 2022). https://doi.org/10.1145/3517260.

Scargill, T., Y. Chen, S. Eom, J. Dunn, and M. Gorlatova. “Environmental, User, and Social Context-Aware Augmented Reality for Supporting Personal Development and Change.” In Proceedings 2022 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops Vrw 2022, 155–62, 2022. https://doi.org/10.1109/VRW55335.2022.00042.

Eom, S., D. Sykes, S. Rahimpour, and M. Gorlatova. “NeuroLens: Augmented Reality-based Contextual Guidance through Surgical Tool Tracking in Neurosurgery.” In Proceedings 2022 IEEE International Symposium on Mixed and Augmented Reality Ismar 2022, 355–64, 2022. https://doi.org/10.1109/ISMAR55827.2022.00051.

Chen, Y., H. Kwon, H. Inaltekin, and M. Gorlatova. “VR Viewport Pose Model for Quantifying and Exploiting Frame Correlations.” In Proceedings IEEE INFOCOM, 2022-May:1269–78, 2022. https://doi.org/10.1109/INFOCOM48880.2022.9796904.

Scargill, T., G. Premsankar, J. Chen, and M. Gorlatova. “Here to Stay: A Quantitative Comparison of Virtual Object Stability in Markerless Mobile AR.” In Proceedings 2nd International Workshop on Cyber Physical Human System Design and Implementation Cphs 2022, 24–29, 2022. https://doi.org/10.1109/CPHS56133.2022.9804545.