Lifelong Direct Error-Driven Learning for UAV Altitude Estimation in Different Weather Conditions

Shirin Nasr-Esfahani; Jagannathan Sarangapani

doi:10.1109/MMSP61759.2024.10743603

Lifelong Direct Error-Driven Learning for UAV Altitude Estimation in Different Weather Conditions

Shirin Nasr-Esfahani
, Jagannathan Sarangapani

Electrical and Computer Engineering

Missouri University of Science and Technology

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	2024 IEEE 26th International Workshop on Multimedia Signal Processing, MMSP 2024
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9798350387254
DOIs	https://doi.org/10.1109/MMSP61759.2024.10743603
State	Published - 2024
Event	26th IEEE International Workshop on Multimedia Signal Processing, MMSP 2024 - West Lafayette, United States Duration: Oct 2 2024 → Oct 4 2024

Publication series

Name	2024 IEEE 26th International Workshop on Multimedia Signal Processing, MMSP 2024

Conference

Conference	26th IEEE International Workshop on Multimedia Signal Processing, MMSP 2024
Country/Territory	United States
City	West Lafayette
Period	10/2/24 → 10/4/24

ASJC Scopus Subject Areas

Signal Processing
Media Technology
Artificial Intelligence
Computer Networks and Communications
Computer Vision and Pattern Recognition

Keywords

Continual Learning
Direct Error-Driven Learning
Elastic Weight Con-solidation
Incremental Learning
Lifelong Learning
UAV Altitude Estimation

Access to Document

10.1109/MMSP61759.2024.10743603

Cite this

Nasr-Esfahani, S., & Sarangapani, J. (2024). Lifelong Direct Error-Driven Learning for UAV Altitude Estimation in Different Weather Conditions. In 2024 IEEE 26th International Workshop on Multimedia Signal Processing, MMSP 2024 (2024 IEEE 26th International Workshop on Multimedia Signal Processing, MMSP 2024). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/MMSP61759.2024.10743603

Lifelong Direct Error-Driven Learning for UAV Altitude Estimation in Different Weather Conditions. / Nasr-Esfahani, Shirin; Sarangapani, Jagannathan.
2024 IEEE 26th International Workshop on Multimedia Signal Processing, MMSP 2024. Institute of Electrical and Electronics Engineers Inc., 2024. (2024 IEEE 26th International Workshop on Multimedia Signal Processing, MMSP 2024).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Nasr-Esfahani, S & Sarangapani, J 2024, Lifelong Direct Error-Driven Learning for UAV Altitude Estimation in Different Weather Conditions. in 2024 IEEE 26th International Workshop on Multimedia Signal Processing, MMSP 2024. 2024 IEEE 26th International Workshop on Multimedia Signal Processing, MMSP 2024, Institute of Electrical and Electronics Engineers Inc., 26th IEEE International Workshop on Multimedia Signal Processing, MMSP 2024, West Lafayette, United States, 10/2/24. https://doi.org/10.1109/MMSP61759.2024.10743603

Nasr-Esfahani S, Sarangapani J. Lifelong Direct Error-Driven Learning for UAV Altitude Estimation in Different Weather Conditions. In 2024 IEEE 26th International Workshop on Multimedia Signal Processing, MMSP 2024. Institute of Electrical and Electronics Engineers Inc. 2024. (2024 IEEE 26th International Workshop on Multimedia Signal Processing, MMSP 2024). doi: 10.1109/MMSP61759.2024.10743603

Nasr-Esfahani, Shirin ; Sarangapani, Jagannathan. / Lifelong Direct Error-Driven Learning for UAV Altitude Estimation in Different Weather Conditions. 2024 IEEE 26th International Workshop on Multimedia Signal Processing, MMSP 2024. Institute of Electrical and Electronics Engineers Inc., 2024. (2024 IEEE 26th International Workshop on Multimedia Signal Processing, MMSP 2024).

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keywords = "Continual Learning, Direct Error-Driven Learning, Elastic Weight Con-solidation, Incremental Learning, Lifelong Learning, UAV Altitude Estimation",

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Lifelong Direct Error-Driven Learning for UAV Altitude Estimation in Different Weather Conditions

Publication series

Conference

ASJC Scopus Subject Areas

Keywords

Access to Document

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