Intelligent System for Automatic Sports  Highlight Generation

Devendra Bodkhe; Ujjwal Pathak; Vaidehi Patil; Swaleha Deshmukh

Intelligent System for Automatic Sports Highlight Generation

November 2025

Vol-11, Issue-6

Paper ID: 27725

ISSN: 2395-4396

Downloads: 0

Abstract & Details

Research Area

Engineering and Technology

Keywords

sports analytics computer vision audio processing highlight generation action recognition

Abstract

This paper presents a hybrid system for automated sports highlights generation using computer vision and audio signal processing. The system identifies high-energy segments in sports footage by analyzing motion, object dynamics, and audio excitement. A low-cost prototype is proposed using classical techniques, while a scalable deep learning variant is also described. The approach balances performance and computational efficiency, enabling both offline and real-time highlight generation.

License

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author Information

#	Name	Institute / Affiliation
1	Devendra Bodkhe	Thakur College Of Engineering & Technology
2	Ujjwal Pathak	Thakur College Of Engineering & Technology
3	Vaidehi Patil	Thakur College Of Engineering & Technology
4	Swaleha Deshmukh	Thakur College Of Engineering & Technology

How to Cite

Use the following formats to cite this article in your research.

APA Style

Bodkhe, Devendra, Pathak, Ujjwal, Patil, Vaidehi, & Deshmukh, Swaleha (2025). Intelligent System for Automatic Sports Highlight Generation. International Journal of Advance Research and Innovative Ideas In Education, 11(6), 810-814.

MLA Style

Bodkhe, Devendra, et al. "Intelligent System for Automatic Sports Highlight Generation." International Journal of Advance Research and Innovative Ideas In Education, vol. 11, no. 6, 2025, pp. 810-814.

IEEE Style

Devendra Bodkhe, Ujjwal Pathak, Vaidehi Patil, and Swaleha Deshmukh, "Intelligent System for Automatic Sports Highlight Generation," International Journal of Advance Research and Innovative Ideas In Education, vol. 11, no. 6, pp. 810-814, 2025.

Vancouver Style

Bodkhe Devendra, Pathak Ujjwal, Patil Vaidehi, Deshmukh Swaleha. Intelligent System for Automatic Sports Highlight Generation. International Journal of Advance Research and Innovative Ideas In Education. 2025;11(6):810-814.

Harvard Style

Bodkhe, Devendra, Pathak, Ujjwal, Patil, Vaidehi, & Deshmukh, Swaleha (2025) 'Intelligent System for Automatic Sports Highlight Generation', International Journal of Advance Research and Innovative Ideas In Education, 11(6), pp. 810-814.

Chicago Style

Bodkhe, Devendra, et al. "Intelligent System for Automatic Sports Highlight Generation." International Journal of Advance Research and Innovative Ideas In Education 11, no. 6 (2025): 810-814.

Turabian Style

Bodkhe, Devendra, et al. "Intelligent System for Automatic Sports Highlight Generation." International Journal of Advance Research and Innovative Ideas In Education 11, no. 6 (2025): 810-814.