Accurate motion analysis of real life sequences is a very active research field due to its multiple potential applications.
Some of the real-life frames are shown in Figure 10 Figure 10 Sample frames of the examined real-life sequence to give an impression about the examined environment and to illustrate the different face sizes appearing in the sequence.
For this purpose, random sequences must obviously obey to a certain model that takes into account some relevant properties of actual real-life sequences, where such models are usually based on statistical parameters only.
Test results obtained using various real life video sequences show that the proposed system is particularly suitable for real-time detection and tracking of moving objects.
Additionally, the real life video sequences named Video Test1 (200 frames, 480 × 720 pixels) and Video Test2 (200 frames, 480 × 720 pixels) were recorded to apply the proposed algorithm in a common scenario.
Agate was doubtful of the wisdom of this: "Does not Hugh see that to bring a well-known character from real life into an imaginary sequence of events is to destroy the reality of that imaginary sequence?" Nevertheless Walpole's performance was a success.
And in real life, there's no dance sequence.
Because of their low complexity - only a few hundred different proteins make a cell viable - bacteria are extremely attractive model systems to bring the genome sequence to real life.
I would still like to see the method tested on a larger set of sequence data from "real life": e.g. take a set of (aligned) ribosomal RNA sequences, e.g. 50 from the bacteria, and run the method: how many positions are useful?
Experiments carried out on Ole Jensen, Viola and Jones, BioID, and real-life surveillance sequence datasets show that the proposed CoLBP features are effective in boosting face detection performance and outperform state-of-the-art face detection techniques.
Importantly, Chipster also supports branched workflows, as real life analysis workflows are seldom simple linear sequences of steps.
