Road manhole covers are crucial components of urban infrastructure; however, inadequate maintenance or poor marking can pose safety risks to vehicular traffic. This paper presents a method for detecting road manhole covers using a stereo depth camera and
If you want to increase the complexity a notch, you can use the LAMBDA function. It allows you to create custom and reusable functions and give them a name. LAMBDA can help you create functions for your functions. That means you’re not copying and pasting formulas, helping to avoid errors...
Commonly used iterative image reconstruction algorithms, such as maximum likelihood expectation maximization (MLEM) or ordered subset expectation maximization16,17, are difficult to apply to the TOF-DuPECT system owing to the geometrical complexity of the hyperbolic response curve and the heavy ...
For this reason, our hypothesis is based on a multi-core processing approach that has arisen in recent years and the possibility of optimizing the complexity of the referenced algorithms with GPU and central processing unit (CPU) programming techniques. Our methods are performed using the ray-...
All our code examples harness the power of the Statsmodels library in Python. The APIs for this library can be tricky for beginners (trust me!), so having a working code example as a starting point will greatly accelerate your progress. ...
The M3-Competition was the third in a series of competitions that sought to discover exactly what algorithms perform well in practice on real time series forecasting problems. The results of the competition were published in the 2000 paper titled “The M3-Competition: Results, Conclusi...
they would be using the long-term chart to define the trend, the intermediate-term chart to provide the trading signal and the short-term chart to refine the entry and exit. One note of warning, however, is to not get caught up in the noise of a short-term chart and over analyze a...
Although there are many candidate algorithms for each stage, to reduce the computational cost and the complexity, we use Streaming KMeans & Streaming LinearRegressionWithSGD to do the clustering and regression respectively. Besides, the aggregation for now takes average on most of the features. ...
For these methods, the positions of sinks are chosen from a set of candidates. Clearly, the computational complexity of the formulated problem is heavily dependent on the total number of candidates. Meanwhile, some greedy algorithms have been proposed for sink deployment. In [15], the K sink ...
1c. Overall, a total of 201,026 and 166,527 frames were labeled for the developmental training and external validation (described below) datasets. All the annotations in this study followed the same annotation protocol. External datasets for model validation Given the complexity of anatomical ...