MS-YOLO: Infrared Object Detection for Edge Deployment via MobileNetV4 and SlideLoss

Jiali Zhang; Thomas S. White; Haoliang Zhang; Wenqing Hu; Donald C. Wunsch; Jian Liu

doi:10.1109/IJCNN64981.2025.11228885

MS-YOLO: Infrared Object Detection for Edge Deployment via MobileNetV4 and SlideLoss

Jiali Zhang
, Thomas S. White
, Haoliang Zhang
, Wenqing Hu
, Donald C. Wunsch
, Jian Liu

Missouri University of Science and Technology

Missouri University of Science and Technology
University of Oklahoma
Department of Mathematics and Statistics

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

Original language	English
Title of host publication	International Joint Conference on Neural Networks, IJCNN 2025 - Proceedings
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9798331510428
DOIs	https://doi.org/10.1109/IJCNN64981.2025.11228885
State	Published - 2025
Event	2025 International Joint Conference on Neural Networks, IJCNN 2025 - Rome, Italy Duration: Jun 30 2025 → Jul 5 2025

Publication series

Name	Proceedings of the International Joint Conference on Neural Networks
ISSN (Print)	2161-4393
ISSN (Electronic)	2161-4407

Conference

Conference	2025 International Joint Conference on Neural Networks, IJCNN 2025
Country/Territory	Italy
City	Rome
Period	6/30/25 → 7/5/25

ASJC Scopus Subject Areas

Software
Artificial Intelligence

Keywords

Infrared Object Detection
MobileNetV4
SlideLoss
YOLO Model

Access to Document

10.1109/IJCNN64981.2025.11228885

Cite this

Zhang, J., White, T. S., Zhang, H., Hu, W., Wunsch, D. C., & Liu, J. (2025). MS-YOLO: Infrared Object Detection for Edge Deployment via MobileNetV4 and SlideLoss. In International Joint Conference on Neural Networks, IJCNN 2025 - Proceedings (Proceedings of the International Joint Conference on Neural Networks). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/IJCNN64981.2025.11228885

MS-YOLO: Infrared Object Detection for Edge Deployment via MobileNetV4 and SlideLoss. / Zhang, Jiali; White, Thomas S.; Zhang, Haoliang et al.
International Joint Conference on Neural Networks, IJCNN 2025 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2025. (Proceedings of the International Joint Conference on Neural Networks).

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

Zhang, J, White, TS, Zhang, H, Hu, W , Wunsch, DC & Liu, J 2025, MS-YOLO: Infrared Object Detection for Edge Deployment via MobileNetV4 and SlideLoss. in International Joint Conference on Neural Networks, IJCNN 2025 - Proceedings. Proceedings of the International Joint Conference on Neural Networks, Institute of Electrical and Electronics Engineers Inc., 2025 International Joint Conference on Neural Networks, IJCNN 2025, Rome, Italy, 6/30/25. https://doi.org/10.1109/IJCNN64981.2025.11228885

Zhang J, White TS, Zhang H, Hu W , Wunsch DC , Liu J. MS-YOLO: Infrared Object Detection for Edge Deployment via MobileNetV4 and SlideLoss. In International Joint Conference on Neural Networks, IJCNN 2025 - Proceedings. Institute of Electrical and Electronics Engineers Inc. 2025. (Proceedings of the International Joint Conference on Neural Networks). doi: 10.1109/IJCNN64981.2025.11228885

@inproceedings{840600e823204f08b3a896b2e8dbe783,

title = "MS-YOLO: Infrared Object Detection for Edge Deployment via MobileNetV4 and SlideLoss",

keywords = "Infrared Object Detection, MobileNetV4, SlideLoss, YOLO Model",

author = "Jiali Zhang and White, \{Thomas S.\} and Haoliang Zhang and Wenqing Hu and Wunsch, \{Donald C.\} and Jian Liu",

note = "Publisher Copyright: {\textcopyright} 2025 IEEE.; 2025 International Joint Conference on Neural Networks, IJCNN 2025 ; Conference date: 30-06-2025 Through 05-07-2025",

year = "2025",

doi = "10.1109/IJCNN64981.2025.11228885",

language = "English",

series = "Proceedings of the International Joint Conference on Neural Networks",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

booktitle = "International Joint Conference on Neural Networks, IJCNN 2025 - Proceedings",

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T1 - MS-YOLO

T2 - 2025 International Joint Conference on Neural Networks, IJCNN 2025

AU - Zhang, Jiali

AU - White, Thomas S.

AU - Zhang, Haoliang

AU - Hu, Wenqing

AU - Wunsch, Donald C.

AU - Liu, Jian

PY - 2025

Y1 - 2025

KW - Infrared Object Detection

KW - MobileNetV4

KW - SlideLoss

KW - YOLO Model

UR - https://www.scopus.com/pages/publications/105023989207

UR - https://www.scopus.com/pages/publications/105023989207#tab=citedBy

U2 - 10.1109/IJCNN64981.2025.11228885

DO - 10.1109/IJCNN64981.2025.11228885

M3 - Conference contribution

AN - SCOPUS:105023989207

T3 - Proceedings of the International Joint Conference on Neural Networks

BT - International Joint Conference on Neural Networks, IJCNN 2025 - Proceedings

PB - Institute of Electrical and Electronics Engineers Inc.

Y2 - 30 June 2025 through 5 July 2025

ER -

MS-YOLO: Infrared Object Detection for Edge Deployment via MobileNetV4 and SlideLoss

Publication series

Conference

ASJC Scopus Subject Areas

Keywords

Access to Document

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