They perform reliable motion analysis of real-world driving video sequences in real time achieving 30 fps with 320×256 pixels and 21 fps with 640×512 pixels.
We further show that the real-time scheduler achieving the largest deadlock-free and schedulable language is optimal in the sense that there are no other schedulers to achieve schedulable cases more than those achieved by the optimal scheduler.
"On top of this, the computational power of microchips literally exploded over the last years allowing for machine learning algorithms to run locally in real-time whilst achieving a bill of material of just a few dollars.
But with our scheme, the real-time traffic achieves better throughput than best-effort which is shown in Figure 16b.
Hence, each connection in the real-time class achieves the QoS specification, while intraclass fairness is guaranteed.
Using this method, we monitored the process of DNA cleavage in real-time and achieved a detection level of 5 × 10−8 M.
By observing the displacements of select points in the mechanism, the manipulation forces can be extracted in real-time to achieve force-guided manipulation of micro-scale objects.
Node-level real-time guarantee is achieved by high-resolution timer, interrupt/event priorities, resource scheduling, non-blocking communication, etc. Message-level real-time guarantee is achieved based on the network protocols, such as RT-NET, which provide real-time support.
Multiple and real-time detection is achieved by means of cue combination.
As calculations are triggered by value changes, very short real-time responses are achieved if necessary.
Because of CNN's high parallelism and computational abilities, real-time performance is achieved.
