VIDEO PROCESSING WITH 3D-DWT FOR DEEP LEARNING
Abstract & Details
Research Area
Video Processing
Keywords
Video processing
3D-DWT
Deep learning
Abstract
This work explores the processing of video sequences by employing 3D-DWT for better performance in accuracy and speed leading to reduction in computation complexity for the deep learning scenario. The 3D-DWT is used for processing of video sequences involving various orientation of objects in the deep learning. Deep learning technique used here consists of seven layers that process the different sub-bands of wavelet obtained from 3D-DWT process for the detection of optimum number of features. Various metrics of evaluation are presented for measuring the performance of the proposed methods and comparison with traditional methods is performed.
License
This work is licensed under a Creative
Commons
Attribution-ShareAlike 4.0 International License.
Author Information
| # | Name | Institute / Affiliation |
|---|---|---|
| 1 | SURESH BABU D | UVCE |
| 2 | Dr. K B Raja | UVCE |
| 3 | Dr. K R Venugopal | UVCE |
How to Cite
Use the following formats to cite this article in your research.
APA Style
D, SURESH BABU, Raja, Dr. K B, & Venugopal, Dr. K R (2023). VIDEO PROCESSING WITH 3D-DWT FOR DEEP LEARNING. International Journal of Advance Research and Innovative Ideas In Education, 9(3), 3400-3407.
MLA Style
D, SURESH BABU, et al. "VIDEO PROCESSING WITH 3D-DWT FOR DEEP LEARNING." International Journal of Advance Research and Innovative Ideas In Education, vol. 9, no. 3, 2023, pp. 3400-3407.
IEEE Style
SURESH BABU D, Dr. K B Raja, and Dr. K R Venugopal, "VIDEO PROCESSING WITH 3D-DWT FOR DEEP LEARNING," International Journal of Advance Research and Innovative Ideas In Education, vol. 9, no. 3, pp. 3400-3407, 2023.
Vancouver Style
D SURESH BABU, Raja Dr. K B, Venugopal Dr. K R. VIDEO PROCESSING WITH 3D-DWT FOR DEEP LEARNING. International Journal of Advance Research and Innovative Ideas In Education. 2023;9(3):3400-3407.
Harvard Style
D, SURESH BABU, Raja, Dr. K B, & Venugopal, Dr. K R (2023) 'VIDEO PROCESSING WITH 3D-DWT FOR DEEP LEARNING', International Journal of Advance Research and Innovative Ideas In Education, 9(3), pp. 3400-3407.
Chicago Style
D, SURESH BABU, Dr. K B Raja, and Dr. K R Venugopal. "VIDEO PROCESSING WITH 3D-DWT FOR DEEP LEARNING." International Journal of Advance Research and Innovative Ideas In Education 9, no. 3 (2023): 3400-3407.
Turabian Style
D, SURESH BABU, Dr. K B Raja, and Dr. K R Venugopal. "VIDEO PROCESSING WITH 3D-DWT FOR DEEP LEARNING." International Journal of Advance Research and Innovative Ideas In Education 9, no. 3 (2023): 3400-3407.
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