More precisely, for each packet seen, the algorithm computes a hash function on the flow ID. It then counts the number of consecutive zeroes, starting from the least significant position of the hash result; this
Conclusively, a user-friendly "Rapeseed flower detection" system was developed utilizing a GUI and PyQt5 interface, facilitating the visualization of rapeseed flowers and buds. This system holds promising utility in field surveillance apparatus, enabling agriculturalists to monitor the developmental ...
Yes, Ultralytics YOLO11 is perfectly suited for advanced applications like crowd analysis and traffic management due to its real-time detection capabilities, scalability, and integration flexibility. Its advanced features allow for high-accuracy object tracking, counting, and classification in dynamic env...
In this paper, we propose a dynamic fry counting method through the combination of YOLOv5-Nano, an improved SORT algorithm, and a counting method based on counting line. Our approach is capable of counting a large number of fry and effectively reduces the effect of fry occlusion. The comprehe...
(3). The Hungarian Algorithm generates a one-to-one match using Ω as the cost matrix. Based on the matching, we generate pseudo trajectory labels, which are used to train existing VIC methods. We show the results on SenseCrowd in Tab. 8. With the generated pseudo label, the ...
PCDs with more than one energy threshold can sort the detected photons into two or more energy bins, making energy-resolved information available for all acquisitions. This allows for material classification or quantitation tasks to be performed in conjunction with high spatial resolution, and in ...
Droplet-based microfluidics is extensively and increasingly used for high-throughput single-cell studies. However, the accuracy of the cell counting method directly impacts the robustness of such studies. We describe here a simple and precise method to accurately count a large number of adherent and...
-projection (Fraunhofer-Allianz Vision, Germany), alternatively an in-house implemented OSEM based iterative reconstruction algorithm was used also. Ring filtering was performed as a part of data pre-processing in sinogram domain using combined wavelet-Fourier filtering37. The reconstructed volumetric ...
No sorting algorithm can sort n elements in better than O(n log n) time if comparing elements. However, there are other ways of sorting elements if we know some information about those elements in advance
Firstly, the periodic motion characteristics of the objects in the drilling video were analyzed, and the motion extraction model of the representative object was established based on YOLOv5 and Deep SORT algorithm to obtain the spatiotemporal sequence. Then, the sequence noise and redundant ...