Hard-deadline-based frame filtering mechanism supporting the delivery of real-time video streams

2011 ◽  
Author(s):  
Jun Liu
Keyword(s):  
Real Time ◽  
Video Streams ◽  
Hard Deadline

scholarly journals Augmented Reality Maintenance Assistant Using YOLOv5

2021 ◽  
Vol 11 (11) ◽  
pp. 4758
Author(s):  
Ana Malta ◽  
Mateus Mendes ◽  
Torres Farinha
Keyword(s):  
Neural Network ◽  
Deep Learning ◽  
Object Recognition ◽  
Augmented Reality ◽  
Real Time ◽  
Recognition System ◽  
High Accuracy ◽  
Video Streams ◽  
The Neural Network ◽  
Deep Learning Neural Network

Maintenance professionals and other technical staff regularly need to learn to identify new parts in car engines and other equipment. The present work proposes a model of a task assistant based on a deep learning neural network. A YOLOv5 network is used for recognizing some of the constituent parts of an automobile. A dataset of car engine images was created and eight car parts were marked in the images. Then, the neural network was trained to detect each part. The results show that YOLOv5s is able to successfully detect the parts in real time video streams, with high accuracy, thus being useful as an aid to train professionals learning to deal with new equipment using augmented reality. The architecture of an object recognition system using augmented reality glasses is also designed.

Real-Time Eye Detection in Video Streams

2008 ◽  
Author(s):  
Kunhui Lin ◽  
Jiyong Huang ◽  
Jiawei Chen ◽  
Changle Zhou
Keyword(s):  
Real Time ◽  
Video Streams ◽  
Eye Detection

scholarly journals A 320 mW 342 GOPS Real-Time Dynamic Object Recognition Processor for HD 720p Video Streams

2013 ◽  
Vol 48 (1) ◽  
pp. 33-45 ◽  
Author(s):  
Jinwook Oh ◽  
Gyeonghoon Kim ◽  
Junyoung Park ◽  
Injoon Hong ◽  
Seungjin Lee ◽  
...  
Keyword(s):  
Object Recognition ◽  
Real Time ◽  
Dynamic Object ◽  
Video Streams ◽  
Time Dynamic

Real-time temporal shaping of high-speed video streams

2010 ◽  
Vol 34 (5) ◽  
pp. 575-584 ◽  
Author(s):  
Martin Fuchs ◽  
Tongbo Chen ◽  
Oliver Wang ◽  
Ramesh Raskar ◽  
Hans-Peter Seidel ◽  
...  
Keyword(s):  
Real Time ◽  
High Speed ◽  
Video Streams ◽  
High Speed Video
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