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However, the combination of Gabor and multiresolution LBP descriptors requires significantly greater computation time.
For some M/SV, is shown that increased fidelity offers diminishing returns on greater computation time.
The results demonstrate the significantly greater computation time for the CFD models relative to the cellular automata code, and the 3D models relative to the 2D ones.
These schemes work as standalone solutions that use cryptographic-based authentication that imposes greater computation and communication overhead, which is usually caused by key distribution, maintenance and revocation operations.
Compared with the onboard scheme, the developed ground vision system has the necessary processing power and greater computation capacity and furthermore rids the need for individual aircrafts to carry such equipment.
For other hazards which have greater computation requirement for their associated hazard models, such as flooding or lava flows, RiskScape does not provide on-the-fly modelling – rather, the user must upload or select a pre-uploaded file of the extent and severity of the hazard.
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Method YRD is the most accurate but also has the greatest computation and implementation cost.
CFD models provide good accuracy but require a great computation time.
However, current traffic engineering techniques and state-of-the-art routing algorithms do not effectively use the merits of SDNs, such as global centralized visibility, control and data plane decoupling, network management simplification and great computation capability.
In these analyses it was also possible to observe that only a few groups are responsible for the greatest computation times, especially for the two most time-consuming tasks: model M2 (two groups) and model M8 (one group) ([Additional file 8], panels B and D in all figures, respectively. Time-consuming groups are highlighted in red in all graphs).
Such a heavy computation burden imposes great challenges on most computation tools.
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