RESOURCES
A company specializing in automation technology that combines deep learning and image processing technologies
A company specializing in automation technology that combines deep learning and image processing technologies
2022.10.07
NEXTLab released its latest 3rd generation "AI-based video Macro Block (Blockness) real-time detection engine."
The key improvement compared to the 2nd generation engine is an overall increase in precision of macro block detection, and reduced number of false alarms.
[Table of Macro
Block Detection Engine Improvement]
*Accuracy: Probability of correctly recognizing macro block when it occurs and correctly recognizing normal screen compared to the total amount of data
*Precision: Probability of correctly recognizing macro block when it actually occurs
*Recall: Reducing probability of not recognizing macro block
The 2nd generation engine had a low precision rate, so it occasionally recognized normal video footage as broken and sent false alarms.
Although it increased work efficiency of the IPTV service QA team
by automating video quality monitoring, there was certainly room for
improvement.
Our latest 3rd generation engine has displayed a drastic improvement in the precision of macro block detection and has reduced the number of false alarms.
Furthermore, it also increased the recall rate,
which means the number of missing macro block occurrences has decreased.
[Pictures
of 3rd Generation Engine Detecting Macro Block]
[Pictures of Comparison between 2nd and 3rd
generation engines]
< Left: 3rd Generation
/ Right: 2nd Generation>
As you can see from the pictures above, the 3rd generation engine successfully detected macro block even in scenes featuring grass, water, and wrinkles of clothes.
It was difficult to detect macro block correctly in these backgrounds with the 2nd generation engine before.
Seeing those pictures really lets me feel the big step forward in
technology improvement! :D
There are multiple usages of Macro Block detection technology in the Pay TV service field.
- Perform Aging Tests to devices
- Broadcast service quality monitoring by Pay TV/IPTV service QA teams
- Verify the impact of maintenance work such as improving Head End of local network
Also, you can automate your monitoring in various
scenarios by using STB Multimeter solutions.
- Round Robin monitoring
- Freeze, Loudness simultaneous monitoring
- Customize your alarm occurrence criteria and make it compatible with legacy system
With this Macro Block detection technology, pay TV service providers can save costs on assembling and operating specialized monitoring teams.
If they already have monitoring teams,
the macro block detection engine can also increase monitoring engineers’ work
efficiency and reduce their fatigue,
as they do not have to stare at the screen
for lengthy periods of time.
In addition, key
criteria, such as freeze, black screen, loudness, and mute, can also be
monitored simultaneously.
For more details,
please contact [email protected].