Innovation of Teaching Method of Digital Media Art Based on Convolutional Neural Network
In order to improve the effect of digital media art teaching, this study combines the neural network algorithm to carry out the innovation of digital media art teaching resource management and teaching method innovation. The scheme proposed in this study divides the video frame into image blocks and...
Saved in:
| Main Author: | |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Wiley
2022-01-01
|
| Series: | Advances in Multimedia |
| Online Access: | http://dx.doi.org/10.1155/2022/6288890 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1832563436918145024 |
|---|---|
| author | Yumei Liu |
| author_facet | Yumei Liu |
| author_sort | Yumei Liu |
| collection | DOAJ |
| description | In order to improve the effect of digital media art teaching, this study combines the neural network algorithm to carry out the innovation of digital media art teaching resource management and teaching method innovation. The scheme proposed in this study divides the video frame into image blocks and then uses the BDCT transform to convert the video frame from the spatial domain to the frequency domain. Generally speaking, the DCT coefficient has the characteristic of energy concentration. In order to reduce the metadata needed to transmit the position of the discarded frequency-domain coefficients, the method proposed in this study divides the frequency-domain coefficients of different blocks into bands according to frequency and compresses the video in units of bands. Finally, this study constructs a digital media art teaching innovation system based on a convolutional neural network. The experimental research results show that the digital media art teaching system based on the convolutional neural network can effectively improve the teaching effect of digital media art. |
| format | Article |
| id | doaj-art-6f57e875d11a433dba99686c9eef617f |
| institution | Kabale University |
| issn | 1687-5699 |
| language | English |
| publishDate | 2022-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Advances in Multimedia |
| spelling | doaj-art-6f57e875d11a433dba99686c9eef617f2025-02-03T01:20:17ZengWileyAdvances in Multimedia1687-56992022-01-01202210.1155/2022/6288890Innovation of Teaching Method of Digital Media Art Based on Convolutional Neural NetworkYumei Liu0Department of Information and Intelligent EngineeringIn order to improve the effect of digital media art teaching, this study combines the neural network algorithm to carry out the innovation of digital media art teaching resource management and teaching method innovation. The scheme proposed in this study divides the video frame into image blocks and then uses the BDCT transform to convert the video frame from the spatial domain to the frequency domain. Generally speaking, the DCT coefficient has the characteristic of energy concentration. In order to reduce the metadata needed to transmit the position of the discarded frequency-domain coefficients, the method proposed in this study divides the frequency-domain coefficients of different blocks into bands according to frequency and compresses the video in units of bands. Finally, this study constructs a digital media art teaching innovation system based on a convolutional neural network. The experimental research results show that the digital media art teaching system based on the convolutional neural network can effectively improve the teaching effect of digital media art.http://dx.doi.org/10.1155/2022/6288890 |
| spellingShingle | Yumei Liu Innovation of Teaching Method of Digital Media Art Based on Convolutional Neural Network Advances in Multimedia |
| title | Innovation of Teaching Method of Digital Media Art Based on Convolutional Neural Network |
| title_full | Innovation of Teaching Method of Digital Media Art Based on Convolutional Neural Network |
| title_fullStr | Innovation of Teaching Method of Digital Media Art Based on Convolutional Neural Network |
| title_full_unstemmed | Innovation of Teaching Method of Digital Media Art Based on Convolutional Neural Network |
| title_short | Innovation of Teaching Method of Digital Media Art Based on Convolutional Neural Network |
| title_sort | innovation of teaching method of digital media art based on convolutional neural network |
| url | http://dx.doi.org/10.1155/2022/6288890 |
| work_keys_str_mv | AT yumeiliu innovationofteachingmethodofdigitalmediaartbasedonconvolutionalneuralnetwork |