The complexity of an on-line parser is determined by the resources needed for the analysis of a single word , as it is assumed that previous words have been processed already. Sequential parsing algorithms like
In the rough foreground segmentation process, the computation complexity of pixel-wise difference detection is so easy that foreground pixels can be subtracted fast using CPU programming. However, in the refinement process, the iterative scanning processes of the connected component detection, labeling ...
The proposed STar-DETR model achieves an 𝐴𝑃0.5:0.95AP0.5:0.95 of 89.9%, successfully detecting dim and discontinuous streak space targets. Its parameter count and computational complexity are reduced by 64.8% and 41.8%, respectively, highlighting its lightweight design and providing a valuable ...
Section 3 has established the mathematical model of the TT&C task-planning problem in a space network. Section 4 transforms the TT&C task-planning problem into an independent set problem on the graph. Section 5 introduces a low time fragmentation-oriented TT&C task-planning algorithm. Section 6 ...
Their work was able to reduce the computational complexity of the maximum likelihood estimation in an MIMO detection system. This paper proposes a new variant of the PSO for real-time optimization, which is conducted on FPGA to find the optimal number of messages and the transmission period in ...
However, due to the variety of the object appearance, the motion of the object, the complexity of the motion background such as the occlusion, designing real-time tracking system still poses challenges to academia. Adaptive tracking-by-detection method has been popular in recent years and ...