Techniques and Methods of Summarizing Video Data
Keywords:
Keyframes, clustering based, speech based, video features, trajectory based.Abstract
In this research, research was conducted on video data summarization techniques. The relevance, features and methods of summarizing video data are covered in detail. Here, video summarization based on key frames, video summarization based on hierarchical cluster, video summarization using speech transcripts, video summarization based on video features, trajectory-based video summarization methods are mentioned.
References
Nazarov, F. M., Esanov, O., & Hamidov, B. (сана йил). Static and dynamic methods of summarizing video data. Маҳсулотнинг жамият-илимий конференциясида тезлик, "Modern innovative information and pedagogical technologies in digitalization of education: problems and solutions" дарақчаси, ISBN 978-9943-6558-6-7.
Wang, F., et al. (2020). Hierarchical Clustering-Based Video Summarization. Китобнинг редакторлари: Kountchev, R., Patnaik, S., Shi, J., Favorskaya, M. Advances in 3D Image and Graphics Representation, Analysis, Computing and Information Technology. Smart Innovation, Systems and Technologies, том 179. Springer, Сингапур. https://doi.org/10.1007/978-981-15-3863-6_4
Taskiran, C., Pizlo, Z., Amir, A., Ponceleon, D., & Delp, E. (2006). Automated Video Program Summarization Using Speech Transcripts. IEEE Multimedia, 8, 775-791. https://doi.org/10.1109/TMM.2006.876282.
Ajmal, M., Naseer, M., Ahmad, F., & Saleem, A. (2017). Human Motion Trajectory Analysis Based Video Summarization. 550-555. https://doi.org/10.1109/ICMLA.2017.0-103.
Nazarov, F. M., O‘G‘li, Y. S. S., & O‘G‘li, E. B. S. (сана йил). Algorithms To Increase Data Reliability In Video Transcription. 16th IEEE International Conference on Application of Information and Communication Technologies, AICT 2022 - Proceedings. https://doi.org/10.1109/AICT55583.2022.10013558.
